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    Prof. Mohammad Farukh Hashmi

    Assistant Professor

    Department of Electronics & communication Engineering

    National Institute of Technology, Warangal - 506004, Telangana, INDIA

    : mdfarukh@nitw.ac.in : 9666740604

    Dr. MOHAMMAD FARUKH HASHMI (Senior Member, IEEE) received the B.E. degree in electronics and communication engineering from MIT Mandsaur/RGPV Bhopal University, in 2007, the M.E. degree in digital techniques and instrumentation from the Shri Govindram Seksaria Institute of Technology and Science (SGSITS) (Autonomous State Government) Indore/RGPV Bhopal University, in 2010, and the Ph.D. degree from the Visvesvaraya National Institute of Technology (VNIT), Nagpur, in 2015, under the supervision of Dr. Avinash G. Keskar. He is currently working as an Assistant Professor with the Department of Electronics and Communication Engineering, National Institute of Technology (NIT), Warangal. He has published up to 100 articles including 45 SCI indexed research papers in International/National Journals/Conferences of publishers like IEEE, Elsevier, and Springer. He has also published three patent to his credit. He was a Principal Investigator of one research project of worth five lakhs funded by Institute Seed grant through TEQIP III. He has a teaching and research experience of 13 years. He has supervised two Ph.D. scholars. He is currently guiding four Ph.D. Scholars. His current research interests include computer vision, machine vision, machine learning, deep learning, embedded systems, the Internet of Things, digital signal processing, image processing, and digital IC design. He has reviewed more than 300 plus articles under Web of science (Publons) in his credits. He is also serving as an active and potential technical reviewer for IEEE ACCESS, IET Image Processing, IET Computer Vision, Wireless Personal Communication, IEEE SYSTEMS JOURNAL, Sensors (MDPI), Electronics (MDPI), Diagnostic (MDPI), The Visual Computer, Applied Soft Computing (Elsevier), Colour Research, The Journal of Super Computing, and various other journals like Elsevier/Springer/IEEE TRANSACTIONS publishers of repute. He is a senior member of IEEE, Fellow member of IETE, Life member of IE, Life member ISTE, and Life member of IAENG societies.

     

    Educational Details:-

    Ph.D. (2012-2015): Visvesvaraya National Institute of Technology(VNIT),Nagpur, Maharashtra-INDIA.
    M.E. (2008-2010): Rajiv Gandhi Proudyogiki Vishwavidyalaya(RGPV), Bhopal, Madhya Pradesh-INDIA.
    B.E. (2003-2007) : Rajiv Gandhi Proudyogiki Vishwavidyalaya(RGPV), Bhopal, Madhya Pradesh-INDIA.

     

    Work Experience:-

    Assistant Professor, From 11/04/2018 to Till Date, Department of ECE, National Institute of Technology, Warangal, Telangana-INDIA.

    Associate Professor, From 26/11/2015 to 10/04/2018, Department of ECE, Anurag Group of Institutions, Hyderabad, Telangana-INDIA.

    Assistant Professor, From 09/09/2011 to 23/12/2011, Department of ECE, Sri Aurobindo Institute of Technology, Indore, M.P-INDIA.

    Assistant Professor, From 05/09/2010 to 08/09/2011, Department of ECE, Mandsaur Institute of Technology, Mandsaur, M.P.-INDIA.

    Lecturer, From 22/08/2007 to 05/09/2008, Department of ECE, Mandsaur Institute of Technology, Mandsaur, M.P.-INDIA.

     

     

     

    Course Taught Previously

    Subjects Handled at NIT Warangal From July-2018 to Till Now

     

    B.Tech./M. Tech. Courses:-

     

    July-Dec 2018-

    1. Basics Electronics Engineering (BLE)- B.Tech-I-I (F-Section)

    2. Image Processing (Elective)  B.Tech-IV-I (A and B Section)

    3. DSP and EI Laboratory    B.Tech-IV-I (A and B Section)

     

    Dec-May-2019

    1. Digital Signal Processing (DSP)-  B.Tech-III-II (A and B Section)

    2. Microprocessors Lab-  B.Tech-III-II (A and B Section)

     

    July- Dec-2019

    1. Embedded Systems(Elective)- IV-I (A and B Section)

    2. Basics Electronics Engineering (BLE)- B.Tech-I-I (C-Section)

    3. Microcontrollers  Lab- B.Tech-III-I (A and B Section)

     

    Dec-May-2020

    1. Digital Signal Processing(DSP)-  B.Tech-III-II ( B Section)

    2. Embedded and Real-Time Operating Systems (ERTOS)-  B.Tech-III-II ( A Section)

    3. Electronics Devices-II Laboratory - B.Tech-II-II ( A and B Section)

     

    July- Dec-2020

    1. Basics Electronics Engineering (BLE)- B.Tech-I-I (A-Section)

    2. Basics Electronics Engineering (BLE)- B.Tech-I-I (F-Section)

    3. DSP and EI Laboratory    B.Tech-IV-I (A and B Section)

     

    Dec-May-2021

    1. Computer Vision-  B.Tech-IV-II ( A and B Section) (Elective)

    2. Embedded and Real-Time Operating Systems (ERTOS)-  B.Tech-III-II ( A and B Section)

     

    July- Dec-2021

    1. Basics Electronics Engineering (BLE)- B.Tech-I-I (A-Section)

    2. DSP and EI Laboratory    B.Tech-IV-I (A and B Section)

     

    Dec- May-2022

    1. Computer Vision(EC4521)- B.Tech-IV-II ( A and B Section) (Elective)

    2. Machile Learning for Speech and Image Processing(EC5166) M.Tech-II-II(EIES)

    3. Machile Learning for Speech and Image Processing(EC5166)  M.Tech-II-II(ACS)

     

    July- Dec-2022 and (First Year-Nov 2022- Feb 2023)

    1. Digitla Image Processing  B.Tech-IV-I (A and B Section) (Eelctrive)

    2. DSP and EI Laboratory    B.Tech-IV-I (A and B Section)

    3. Basics Electronics Engineering (BLE)- B.Tech-I-I (Biotechnology)

    4. Electronics Devices-II Laboratory - B.Tech-II-II ( A and B Section)

     

    Jan 2023- May-2023

    1. Computer Vision(EC4521)- B.Tech-IV-II ( A and B Section) (Elective)

    2. Basics Electronics Engineering Laboratory (BLE Lab)- B.Tech-II-II(Metallurgical & Materials Engineering)

     

    August- Dec-2023 and (First Year-September 2023- December 2023)

    1. Basics Electronics Engineering (BLE)- B.Tech-I-I (Biotechnology)

    2. DSP and EI Laboratory    B.Tech-IV-I (A and B Section)

    3. Image and Video processin (IVP) M.Tech I-I (EIES)

     

    Previously Handled Course from August-2007 to April-2018)

    B.Tech. Courses:-

    1. Basic Electronics
    2. VLSI Design
    3. CMOS VLSI Design
    4. Microprocessors and Interfacing
    5. CMOS Circuit Design
    6. Electronic Devices and Circuits
    7. Digital Signal Processing
    8. Electromagnetic Field and Transmission Lines
    9. Embedded Systems
    10. Digital Image Processing
    11. Micro-controllers and Applications

     

    M.Tech. Courses:-

    1. Design for Testability
    2. Embedded Real-Time Operating Systems
    3. Analog IC Design
    4. System on Chip Architectures
    5. Image and Video Processing

    Publications

    Patent Published/Granted:-

    1. Design Indian Patent Granted and Published. “Artificial Intelligence Based CCTV Camera For Smart City Surveillance” (Design No.:-379577-001, Date:- 17/02/23).
    2. Research Indian patent Published and Under Review “Respiration sensor monitoring system using Graphite sensor” (Application Number-202341014268, Date:- 17/03/23).
    3. Research Indian patent Published and Under Review  “A System For Prediction and Alert of Local Rainfall For Tribal Areas Using AI And IoT” (Application Number- No.202141027509 A, Date:- 09/07/21).

     

    International/National Journal/Conferences Publications:-

    Book Chapter

    1. Hashmi, Mohammad Farukh, Praneeth Reddy Kunduru, Sameer Ahmed Mujavar, Sai Shashank Nandigama, and Avinash G. Keskar. "Medical Anomaly Detection Using Human Action Recognition." In Image Processing and Intelligent Computing Systems, pp. 215-222. CRC Press, 2023. (Scopus Indexed)
    2. Pavitra, B., D. Narendar Singh, and Mohamamd Farukh Hashmi. "Voice-Controlled Biped Walking Robot for Industrial Applications." In Innovations in the Industrial Internet of Things (IIoT) and Smart Factory, pp. 79-92. IGI Global, 2021. (Scopus Indexed)
    3. Swain, Mahendra, Rajesh Singh, and Md Farukh Hashmi. "Spade to Spoon: An IoT-Based End to End Solution for Farmer Using Machine Learning in Precision Agriculture." Lecture Notes In Applications of Artificial Intelligence in Engineering, pp. 387-396. Springer, Singapore, 2021. (Scopus Indexed)
    4. Salunke, Sharad, M. Venkatadri, Md Farukh Hashmi, and Bharti Ahuja. "Image Data Preservation with Fractional Sine Transform and Dual Chaotic Sequence."  Lecture Notes In Progress in Advanced Computing and Intelligent Engineering, pp. 201-210. Springer, Singapore, 2021. (Scopus Indexed)
    5. Swain, M., Singh, R.,  Gehlot, A. and Hashmi, M.F., "LoRaWAN: A Communication Protocol for IoT Agriculture Applications". In LoRA and IoT Networks for Applications in Industry 4.0. Nova Science Publishers, 2020. (Scopus Indexed)
    6. Swain, M., Singh, R., Hashmi, M.F., and Gehlot, A.,  "An IoT Enabled Integrated Framework for Solar Energy Harvesting in Wireless Sensor Nodes over LoRa". In Energy Harvesting Technologies for Powering WPAN and IoT Devices for Industry 4.0 Up-Gradation. Nova Science Publishers, 2020. (Scopus Indexed)
    7. Hashmi, Md Farukh, N. Kusuma Priya, S. Surya Reddy, G. Vakula, and D. Usha. "Drowsiness Detection System Using Raspberry Pi and OpenCV." Lecture Notes in International Conference on Mobile Computing and Sustainable Informatics, pp. 661-671. Springer, Cham, 2020. (Scopus Indexed)
    8. Hashmi, Mohamamd Farukh, Vishal Gupta, Dheeravath Vijay, and Vinaybhai Rathwa. "Computer Vision-Based Assistive Technology for Helping Visually Impaired and Blind People Using Deep Learning Framework." In Handbook of Research on Emerging Trends and Applications of Machine Learning, pp. 577-598. IGI Global, 2020.  (Scopus Indexed)
    9. Hashmi, Mohammad Farukh, Aashish Kumar, and Avinash G. Keskar. "Subjective and Objective Assessment for Variation of Plant Nitrogen Content to Air Pollutants Using Machine Intelligence: Subjective and Objective Assessment." In Fuzzy Expert Systems and Applications in Agricultural Diagnosis, pp. 83-108. IGI Global, 2020.  (Scopus Indexed)
    10. Anand V., Hashmi M.F., Keskar A.G. (2014) A Copy Move Forgery Detection to Overcome Sustained Attacks Using Dyadic Wavelet Transform and SIFT Methods. In: Nguyen N.T., Attachoo B., Trawinski B., Somboonviwat K. (eds), Lecture Notes in Computer Science book series, vol 8397. Springer, Cham.  (Scopus Indexed)
    11. Hashmi, M.F. and Keskar, A.G. Video Surveillance for Disorganized Traffic Flow at T-Intersections. In Book Series Elsevier Science and Technology, Elsevier India, (ISNN  9789351071020), Vol.4, pp. 51-61, August 2013. (Scopus Indexed)

     

     SCI/Scopus/ Web of Science Indexed International Journals

    1. Rani, Gundala Jhansi, Mohammad Farukh Hashmi, and Aditya Gupta. "Surface Electromyography and Artificial Intelligence for Human Activity Recognition-A Systematic Review on Methods, Emerging Trends Applications, Challenges, and Future Implementation." IEEE Access (2023) (Online). (SCI Indexed)
    2. Ahuja, Bharti, Rajesh Doriya, Sharad Salunke, Md Farukh Hashmi, and Aditya Gupta. "IoT-Based Multi-Dimensional Chaos Mapping System for Secure and Fast Transmission of Visual Data in Smart Cities." IEEE Access (2023) (Online).(SCI Indexed)
    3. Jain, Shushant Kumar, Rinkoo Bhatia, Neeraj Shrivastava, Sharad Salunke, Mohammad Farukh Hashmi, and Neeraj Dhanraj Bokde. "Virtual Grid-Based Routing for Query-Driven Wireless Sensor Networks." Future Internet(MDPI) 15, no. 8 (2023): 259.(Scopus and ESCI Indexed)
    4. Pavitra B., Singh, D.N., and Sharma, S.K., Hashmi, M.F. “Dementia Prediction Using Novel IOTM (Internet of Things in Medical) Architecture Framework”.  Intelligent Data Analysis(IDA), IOS Press, 2023 (Online). (SCI Indexed)
    5. Lad, Bhagyashree V., Mohammad Farukh Hashmi, and Avinash G. Keskar. "LDWS-net: A learnable deep wavelet scattering network for RGB salient object detection." Image and Vision Computing (2023): 104748.  (SCI Indexed)
    6. Samal, Privadarsini, and Mohammad Farukh Hashmi. "Ensemble Median Empirical Mode Decomposition for Emotion Recognition using EEG Signal." IEEE Sensors Letters (2023). (SCI Indexed)
    7. Lad, Bhagyashree V., Mohammad Farukh Hashmi and Avinash G. Keskar. "Parameter Adaptive Pulse Coupled Neural Network based Saliency Map Fusion Strategy for Salient Object Detection." Neural Computing and Applications (2023). (SCI Indexed)
    8. Hashmi, Mohammad Farukh, Banoth Thulasya Naik, and Avinash G. Keskar. "BDTA: events classification in table tennis sport using scaled-YOLOv4 framework." Journal of Intelligent & Fuzzy Systems Preprint: 1-14. (SCI Indexed)
    9. Ahuja, Bharti, Rajesh Doriya, Sharad Salunke, Md Farukh Hashmi, and Aditya Gupta. "Advanced 5D logistic and DNA encoding for medical images." The Imaging Science Journal (2023): 1-19. (SCI Indexed)
    10. Chintakindi, Balaram Murthy, and Mohammad Farukh Hashmi. "SSAD: Single-Shot Multi-Scale Attentive Detector for Autonomous Driving." IETE Technical Review (2023): 1-13. (SCI Indexed)
    11. Ahuja, Bharti, Rajesh Doriya, Sharad Salunke, Mohammad Farukh Hashmi, Aditya Gupta, and Neeraj Dhanraj Bokde. "HDIEA: high dimensional color image encryption architecture using five dimensional Gauss-logistic and Lorenz system." Connection Science (2023): 1-35. (SCI Indexed)
    12. Salunke, Sharad, Ashok Kumar Shrivastava, Mohammad Farukh Hashmi, Bharti Ahuja, and Neeraj Dhanraj Bokde. "Quad Key-Secured 3D Gauss Encryption Compression System with Lyapunov Exponent Validation for Digital Images." Applied Sciences 13, no. 3 (2023): 1616. (SCI Indexed)
    13. Naik, Banoth Thulasya, and Mohammad Farukh Hashmi. "LSTM-BEND: Predicting the Trajectories of Basketball." IEEE Sensors Letters (2023). (SCI Indexed)
    14. Husain, Amreen Aijaz, Uddipak Rai, Amlan Kanti Sarkar, V. Chandrasekhar, and Mohammad Farukh Hashmi. "Out-of-Hospital Cardiac Arrest during the COVID-19 Pandemic: A Systematic Review." In Healthcare, vol. 11, no. 2, p. 189. MDPI, 2023. (SCI Indexed)
    15. Hashmi, Abdul Wahab, Harlal Singh Mali, Anoj Meena, Mohammad Farukh Hashmi, and Neeraj Dhanraj Bokde. "Surface Characteristics Measurement Using Computer Vision: A Review. "CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES" 135, no. 2 (2023): 917-1005. (SCI Indexed)
    16. Lad, Bhagyashree V., Manisha Das, Mohammad Farukh Hashmi, Avinash G. Keskar, and Deep Gupta. "Saliency Detection Using a Bio-inspired Spiking Neural Network Driven by Local and Global Saliency." Applied Artificial Intelligence 36, no. 1 (2022): 2094408. (SCI Indexed)
    17. Hashmi, Mohammad Farukh, Tejas Bhat Bellare, Ankith Suresh, and Banoth Thulasya Naik. "Football Event Classification Using Convolutional Autoencoder and Multilayer Extreme Learning Machine." IEEE Sensors Letters 6, no. 10 (2022): 1-4. (SCI and Scopus Indexed)
    18. Hashmi, Mohammad Farukh, Eskinder Ayele, Banoth Thulasya Naik, and Avinash G. Keskar. "A parallel computing framework for real-time moving object detection on high resolution videos." Journal of Intelligent Information Systems (2022): 1-22. (SCI Indexed)
    19. Lad, Bhagyashree, Mohammad Farukh Hashmi,  and Avinash G. Kesakr. "Boundary Preserved Salient Object Detection using Guided Filter based Hybridization Approach of Transformation and Spatial Domain Analysis." IEEE Access (2022). (SCI Indexed)
    20. Goutam, Balla, Mohammad Farukh Hashmi, Zong Woo Geem, and Neeraj Dhanraj Bokde. "A Comprehensive Review of Deep Learning Strategies in Retinal Disease Diagnosis Using Fundus Images." IEEE Access (2022). (SCI Indexed)
    21. Salunke, Sharad, Bharti Ahuja, Mohammad Farukh Hashmi, Venkatadri Marriboyina, and Neeraj Dhanraj Bokde. "5D Gauss Map Perspective to Image Encryption with Transfer Learning Validation." Applied Sciences 12, no. 11 (2022): 5321. (SCI Indexed)
    22. Murthy, Chintakindi Balaram, Mohammad Farukh Hashmi, and Avinash G. Keskar. "EfficientLiteDet: a real-time pedestrian and vehicle detection algorithm." Machine Vision and Applications (Springer) 33, no. 3 (2022): 1-15. (SCI Indexed)
    23. Naik, Banoth Thulasya, Mohammad Farukh Hashmi, and Neeraj Dhanraj Bokde. "A Comprehensive Review of Computer Vision in Sports: Open Issues, Future Trends and Research Directions." Applied Sciences 12, no. 9 (2022): 4429. (SCI Indexed)
    24. Naik, B. Thulasya, and Md Farukh Hashmi. "YOLOv3-SORT: detection and tracking player/ball in soccer sport." Journal of Electronic Imaging 32, no. 1 (2022): 011003.(SCI Indexed)
    25. Hashmi, Mohammad Farukh ,  Jagdish D. Kene,  Deepali M. Kotambkar,  Praveen Matte, and  Avinash G. Keskar. "An Efficient Detection Algorithm based on Kernel Principal Component Analysis-Support Vector Machine." Computers and Electrical Engineering, Elsevier(2021). (Accepted) (SCI Indexed)
    26. Hashmi, Abdul Wahab, Harlal Singh Mali, Anoj Meena, Irshad Ahamad Khilji, and Mohammad Farukh Hashmi. "Artificial intelligence techniques for implementation of intelligent machining." Materials Today: Proceedings 56 (2022): 1947-1955. (Scopus Indexed)
    27. Hashmi, Abdul Wahab, Harlal Singh Mali, Anoj Meena, Irshad Ahamad Khilji, and Mohammad Farukh Hashmi. "Machine vision for the measurement of machining parameters: A review." Materials Today: Proceedings 56 (2022): 1939-1946. (Scopus Indexed)
    28. Hashmi, Mohammad Farukh, B. Kiran Kumar Ashish, Prabhu Chaitanya, Avinash Keskar, Sinan Q. Salih, and Neeraj Dhanraj Bokde. "GaitVision: Real-Time Extraction of Gait Parameters Using Residual Attention Network." Complexity 2021 (2021): 1-15. (SCI Indexed)
    29. Hashmi, Mohammad Farukh, Satyarth Katiyar, Abdul Wahab Hashmi, and Avinash G. Keskar. "Pneumonia detection in chest X-ray images using compound scaled deep learning model." Automatika (Taylor & Francis)62, no. 3-4 (2021): 397-406. (SCI Indexed)
    30. Murthy, Chintakindi Balaram, Mohammad Farukh Hashmi, and Avinash G. Keskar. "Optimized MobileNet+ SSD: a real-time pedestrian detection on a low-end edge device." International Journal of Multimedia Information Retrieval (Springer)10, no. 3 (2021): 171-184. (SCI Indexed)
    31. Hashmi, Farukh, Kiran Ashish, Satyarth Katiyar, and Avinash Keskar. "Computer Vision in Contactless Biometric Systems." INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY 18, no. 3 A (2021): 484-492. (SCI Indexed)
    32. Swain, Mahendra, Dominik Zimon, Rajesh Singh, Mohammad Farukh Hashmi, Mamoon Rashid, and Saqib Hakak. "LoRa-LBO: An Experimental Analysis of LoRa Link Budget Optimization in Custom Build IoT Test Bed for Agriculture 4.0." Agronomy(MDPI) 11, no. 5 (2021): 820. (SCI Indexed)
    33. Hashmi, Mohammad Farukh, B. Ashish, Vivek Sharma, Avinash G. Keskar, Neeraj Dhanraj Bokde, Jin Hee Yoon, and Zong Woo Geem. "LARNet: Real-Time Detection of Facial Micro Expression Using Lossless Attention Residual Network." Sensors(MDPI) 21, no. 4 (2021): 1098.  (SCI Indexed)
    34. Murthy, Chintakindi Balaram, Mohammad Farukh Hashmi, Ghulam Muhammad, and Salman A. AlQahtani. "YOLOv2PD: An Efficient Pedestrian Detection Algorithm Using Improved YOLOv2 Model." CMC-COMPUTERS MATERIALS & CONTINUA(CMES) 69, no. 3 (2021): 3015-3031. (SCI Indexed)
    35. Salunke, Sharad, M. Venkatadri, Md Farukh Hashmi, and Bharti Ahuja. "Novel beta function-based image encryption with fractional sine transform." Materials Today: Proceedings(Elsevier) (2021). (Scopus Indexed)
    36. Swain, Mahendra, Mohammad Farukh Hashmi, Rajesh Singh, and Abdul Wahab Hashmi. "A cost-effective LoRa-based customized device for agriculture field monitoring and precision farming on IoT platform." International Journal of Communication Systems(Wiley) 34, no. 6 (2021): e4632.  (SCI Indexed)
    37. Makdey, Swapnali, Rajendra Patrikar, and Mohammad Farukh Hashmi. "Modeling and implementation of spin diode based on two-dimensional materials using Monte Carlo sampling method." Circuit World (2020).  (SCI Indexed)  (https://doi.org/10.1108/CW-05-2020-0089).
    38. Hashmi, Mohammad Farukh, Satyarth Katiyar, Avinash G. Keskar, Neeraj Dhanraj Bokde, and Zong Woo Geem. "Efficient pneumonia detection in chest X-ray images using deep transfer learning." Diagnostics 10, no. 6 (2020): 417. (SCI Indexed) ( https://doi.org/10.3390/diagnostics10060417).
    39. Hashmi, Mohammad Farukh, B. Kiran Kumar Ashish, Avinash G. Keskar, Neeraj Dhanraj Bokde, Jin Hee Yoon, and Zong Woo Geem. "An Exploratory Analysis on Visual Counterfeits using Conv-LSTM Hybrid Architecture." IEEE Access, vol. 8, pp. 101293-101308, 2020,. (SCI Indexed) (10.1109/ACCESS.2020.2998330).
    40. Hashmi, Mohammad Farukh, B. Kiran Kumar Ashish, Avinash G. Keskar, Neeraj Dhanraj Bokde, and Zong Woo Geem. "FashionFit: Analysis of Mapping 3D Pose and Neural Body Fit for Custom Virtual Try-On." IEEE Access, vol. 8, pp. 91603-91615, 2020. (SCI Indexed)  (10.1109/ACCESS.2020.2993574).
    41. Murthy, Chinthakindi Balaram, Mohammad Farukh Hashmi, Neeraj Dhanraj Bokde, and Zong Woo Geem. "Investigations of Object Detection in Images/Videos Using Various Deep Learning Techniques and Embedded Platforms—A Comprehensive Review." Applied Sciences 10, no. 9 (2020): 3280. (SCI Indexed) (https://doi.org/10.3390/app10093280).
    42. Tiwari, V., Hashmi, M.F., Keskar, A. et al. Virtual home assistant for voice based controlling and scheduling with short speech speaker identification. Multimedia Tools and Applications, Springer 79, 5243–5268 (2020).  (SCI Indexed) (https://doi.org/10.1007/s11042-018-6358-x)
    43. Singh, D.N., Hashmi, M.F., and Sharma, S.K., 2019. "Predictive analytics & modeling for modern health care system for cerebral palsy patients". Multimedia Tools and Applications, Springer, pp.1-23, 2019.  (SCI Indexed) (https://doi.org/10.1007/s11042-019-07834-4)
    44. Hashmi, M.F., and Keskar, A.G., 2019. "Fast and robust copy-move forgery detection using wavelet transforms and SURF". The International Arab Journal of Information Technology, 16(2), pp.304-311, 2019.  (SCI Indexed)
    45. Swain, M., Singh, R., Gehlot, A., Hashmi, M.F., Kumar, S., and Parmar, M., 2019. "A reliable approach to customizing Linux kernel using custom build tool-chain for ARM architecture and application to agriculture". International Journal of Electrical and Computer Engineering (IJECE), 9(6), pp.4920-4928. (Scopus Indexed)
    46. Tiwari, V., Hashmi, M.F., Keskar, A., and Shivaprakash, N.C., 2019. "Speaker identification using multi-modal i-vector approach for varying length speech in voice interactive systems". Cognitive Systems Research, Elsevier, 57, pp.66-77, 2019. (SCI Indexed)  ( https://doi.org/10.1016/j.cogsys.2018.09.028)
    47. Singh, D. N., Sharma, S. K., Hashmi, M. F. "Optimized And Secured IoT Enabled Health Monitoring and Diagnosis System: Comprehensive Review". Journal of Engineering and Applied Sciences, 2018.  (Scopus Indexed)
    48. Singh, D. N., Sharma, S. K., Hashmi, M. F. "IoT Based Health Monitoring System for Persons with Intellectual Disabilities". International Journal of Engineering & Technology, Vol. 7, 4.20 (Special Issue 20), pp. 640-646, 2018.  (Scopus Indexed)
    49. Hashmi, M.F., and Keskar, A. G. "An Optimized FPGA Implementation of CAN 2.0 Protocol Error Detection circuitry". Indonesian Journal of Electrical Engineering and Computer Science, 6(3), pp 602-614, 2017. (Scopus Indexed)
    50. PM, S.P., Swarnkar, R., Hashmi, M.F., and Keskar, A.G. "Design and Implementation of a Speller based on EMG Signal". International Journal of Computational Intelligence Systems (Atlantis Press), 10(1), pp.266-276, 2017. (SCI Indexed)
    51. Hashmi, M.F., Keskar, A.G., and Yadav, V. "Fuzzy based image forensic tool for detection and classification of image cloning". International Journal of Computational Intelligence Systems (Talyor & Francis), 9(2), pp.351-375, 2016. (SCI Indexed)
    52. Hashmi, M.F., Pal, R., Saxena, R. and Keskar, A.G. "A new approach for real-time object detection and tracking on high resolution and multi-camera surveillance videos using GPU". Journal of Central South University, Springer, 23(1), pp. 130-144, 2016. (SCI Indexed)
    53. Hashmi, M.F. and Keskar, A.G. "Block and fuzzy techniques based forensic tool for detection and classification of image forgery". Journal of Electrical Engineering & Technology(Springer), 10(4), pp. 1886-1898, 2015. (SCI Indexed)
    54. Hashmi, M.F. and Keskar, A.G. "Image forgery authentication and classification using hybridization of HMM and SVM classifier". International Journal of Security & Its Applications, 9, pp.125-140, 2015. (Scopus Indexed and Web of Science)
    55. Hashmi, M.F., Keskar, A.G., Reddy, R.S., and Kaushik, A.U. "Ghost Vehicle and Shadow Removal Approach for Traffic Surveillance and Monitoring at Various Intersections Using Computer Vision". International Journal of Multimedia and Ubiquitous Engineering, 10(3), pp. 375-388, 2015. (Scopus Indexed)
    56. Hashmi, M.F., Hambarde, A.R. and Keskar, A.G. "Robust Image Authentication Based on HMM and SVM Classifiers. Engineering Letters", 22(4), pp.183-193, 2014. (Scopus Indexed and Web of Science)
    57. Hashmi, M.F., Hambarde, A., Anand, V. and Keskar, A. "Passive Detection of Copy-Move Forgery using Wavelet Transforms and SIFT Features". Journal of Information Assurance & Security, 9(5), pp. 197-204, 2014. (Web of Science)
    58. Hashmi, M.F., Shukla, R.J. and Keskar, A.G. "Real-time copyright protection and implementation of image and video processing on Android and embedded platforms". Procedia Computer Science, 46, pp.1626-34, 2015. (Scopus Indexed)
    59. Hashmi, M.F., Anand, V. and Keskar, A.G. "Copy-move image forgery detection using an efficient and robust method combining un-decimated wavelet transform and scale-invariant feature transform". Aasri Procedia, 9, pp.84-91, 2014. (Scopus Indexed)

     

    Other Peer-Reviewed National/International Journals

    1. Chary, N. R., Singh, D.N., Hashmi, M. F. Detection of Stepping-Stone Introduction on Host System. INROADS- An International Journal of Jaipur National University, 6(2), July-Dec 2018. (Accepted)
    2. Hashmi, M.F., Kumar, M.P., and Rao, K.S. A Framework for Optimization of the Boot-Time on Embedded Linux Environment with Raspberry Pi Platform. International Journal of Computer Applications, 162(3), pp. 17-26, 2017. (EBSCO, ProQuest)
    3. Nagaria, B., Hashmi, M.F. and Dhakad, P. Comparative analysis of fast wavelet transform for image compression for optimal image quality and higher compression ratio. International Journal of Engineering Science and Technology, 3(5), pp. 4014-4019, 2011.
    4. Hashmi, M.F., Nagaria, B. and Dhakad, P. An Effective Implementation of Embedded Rabbit Web Server with HTTP Protocol. International Journal of Computer Science and Technology, 2 (2), pp.100-103, 2011.
    5. Sharma, D. K., Hashmi, M.F., Dhakad, P. A review of ultrathin body-SOI Quantum Mechanics Effect based Analysis Ultrathin Body SOI-MOSFET-Study and Survey. National Journal of Engineering Science and Management- An International Journal of LNCT, (ISSN: 2294-0264), 1(1), July 2011.

     

    International Conferences 

    1. Yadav, Balwant Kumar, and Mohammad Farukh Hashmi. "An Attention-based CNN Architecture for Alzheimer’s Classification and Detection." In 2023 IEEE IAS Global Conference on Emerging Technologies (GlobConET), London, pp. 1-5. IEEE, 2023.
    2. Khadir, Mohammad and Mohamamd Farukh Hashmi. “High Efficient Quality of Video Compression using Variational Autoencoders in Deep Learning.” In 2023 5th International Conference on Power, Control & Embedded Systems (ICPCES-2023), January 06-08, 2023, Prayagraj, India.
    3. Kumar, Amit; Karthik Rudramuni; Dushvant K. Sharma; Gande Arun Kumar; Mohammad Farukh Hashmi. “Broadband and Efficient Doherty Power Amplifier by Influencing Output Impedance of Auxiliary Power Amplifier and Optimized Impedance of Quarter-Wave Transmission Line.” In 2022 IEEE Microwaves, Antennas, and Propagation Conference (MAPCON-2022), at the Leela Bhartiya City, Bangalore, Dec 12-15, 2022.
    4. Banoth, Thulasya Naik, and Mohamamd Farukh Hashmi. “Modified Scaled-YOLOv4: Soccer Player and Ball Detection for Real Time Implementation.” In International Conference on Computer Vision & Image Processing(CVIP-2022), Nov 4, Nov 6, 2022, at VNIT Nagpur.
    5. Banoth, Thulasya Naik, and Mohamamd Farukh Hashmi. “MobileNet+SSD: Lightweight Network for Real-Time Detection of Basketball Player.” 3rd International Conference on Paradigms of Communication, Computing and Data Sciences (PCCDS 2022), at Malaviya National Institute of Technology Jaipur, India, 05 – 07 July 2022.
    6. Murthy, Chintakindi Balaram, and Mohammad Farukh Hashmi. “A light-weight Network for detecting Pedestrians in Hazy Weather.” In International Conference on Machine Vision and Augmented Intelligence (MAI- 2022), at NIT Jamshedpur, India, March 4-6, 2022.
    7. Gundala, Jhansi Rani, Satya Sri Varsha Potluri, Shashank Vishwas Damle, and Mohammad Farukh Hashmi. "IoT & ML-Based Healthcare Monitoring System-Review." In 2022 IEEE International Symposium on Smart Electronic Systems (iSES), pp. 623-626. IEEE, 2022.
    8. Samal, Privadarsini, and Mohammad Farukh Hashmi. "EEG based mental task classification using arithmetic operations." In 2022 IEEE International Symposium on Smart Electronic Systems (iSES), pp. 516-519. IEEE, 2022.
    9. Nimmalapudi, Vishnu Vardhan, Mohammad Farukh Hashmi, and Avinash G. Keskar. "Machine Learning and IoT-Based Messaging Device for Blind, Deaf, and Dumb People." In Edge Analytics: Select Proceedings of 26th International Conference—ADCOM 2020, pp. 191- 201. Singapore: Springer Singapore, 2022
    10. Salunke, Sharad, M. Venkatadri, and Md Farukh Hashmi. "Beta and Logistic Function Driven Encryption for Compressed Images." In 2021 Sixth International Conference on Image Information Processing (ICIIP), vol. 6, pp. 13-18. IEEE, 2021.
    11. Salunke, Sharad, M. Venkatadri, Md Farukh Hashmi, and Bharti Ahuja. "An Implicit Approach for Visual Data: Compression Encryption via Singular Value Decomposition, Multiple Chaos and Beta Function." In 2021 9th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions)(ICRITO), pp. 1-5. IEEE, 2021.
    12. Hashmi, Mohammad Farukh, Sasweth C. Rajanarayanan, and Avinash G. Keskar. "Embedded Vision-Based Intelligent Device for the Visually Impaired." In Machine Vision and Augmented Intelligence—Theory and Applications: Select Proceedings of MAI 2021, pp. 553-564. Springer Singapore, 2021.
    13. Swain, Mahendra, Rajesh Singh, and Md Farukh Hashmi. "Spade to Spoon: An IoT-Based End to End Solution for Farmer Using Machine Learning in Precision Agriculture." In Applications of Artificial Intelligence in Engineering: Proceedings of First Global Conference on Artificial Intelligence and Applications (GCAIA 2020), pp. 387-396. Springer Singapore, 2021.
    14. Salunke, Sharad, M. Venkatadri, Md Farukh Hashmi, and Bharti Ahuja. "Image Data Preservation with Fractional Sine Transform and Dual Chaotic Sequence." In Progress in Advanced Computing and Intelligent Engineering, pp. 201-210. Springer, Singapore, 2021.
    15. Hashmi, Md Farukh, Kiran Kumar Ashish, Satyarth Katiyar, and Avinash G. Keskar. "AccessNet: A Three Layered Visual Based Access Authentication System for Restricted Zones." In 2020 21st International Arab Conference on Information Technology (ACIT) Egypt, pp. 1-7. IEEE, 2020.
    16. Murthy, Chintakindi Balaram, and Mohammad Farukh Hashmi. "Real Time Pedestrian Detection Using Robust Enhanced YOLOv3." In 2020 IEEE 17th India Council International Conference (INDICON), NSIT Delhi, EEE, 2020.
    17.  Murthy, Chintakindi Balaram, and Mohammad Farukh Hashmi. "Real Time Pedestrian Detection Using Robust Enhanced YOLOv3+." In 2020 IEEE 21st International Arab Conference on Information Technology (ACIT) Egypt, pp. 1-5. IEEE, 2020.
    18. Swain, Mahendra, Rajesh Singh, and Md Farukh Hashmi. "Spade to Spoon: An IoT-Based End to End Solution for Farmer Using Machine Learning in Precision Agriculture." In Applications of Artificial Intelligence in Engineering, pp. 387-396. Springer, Singapore, 2021.
    19. Hashmi, Md Farukh, N. Kusuma Priya, S. Surya Reddy, G. Vakula, and D. Usha. "Drowsiness Detection System Using Raspberry Pi and OpenCV." In International Conference on Mobile Computing and Sustainable Informatics, pp. 661-671. Springer, Cham, 2020.
    20. Hashmi, M.F., Ashish, B.K.K., and Keskar, A.G., 2020, January. GAIT analysis: 3D pose estimation and prediction in defence applications using pattern recognition. In Twelfth International Conference on Machine Vision (ICMV 2019), Amsterdam, The Netherlands,  November 16-18, 2019.  (Vol. 11433, p. 114330S). International Society for Optics and Photonics.
    21. Swain, M., Singh, R., Hashmi, M.F., and Gehlot, A., 2020. Performance Analysis of Various Embedded Linux Firmwares for ARM Architecture Based IoT Devices. In International Conference on Intelligent Computing and Smart Communication, THDC IHET TEHRI, India, April 20-21, 2019 (pp. 1451-1460). Springer, Singapore.
    22. Chary, N. R., Singh, D.N., Hashmi, M. F. Detection of Stepping-Stone Introduction on Host System. In Proceedings of 3rd International Conference on Innovative Advancements in Engineering & Technology (IAET-2018), JNU, Jaipur (India), March 23-24, 2018.
    23. Prasad, P.S., Swarnkar, R., Prasad, K.V., Radhakrishnan, M., Hashmi, M.F., and Keskar, A.G. SSVEP Signal Detection for BCI Application. In Proceedings of IEEE 7th International Advance Computing Conference (IACC-2017), VNR, VJTI, Hyderabad, pp. 590-595, 5-7 January 2017.
    24. Hashmi, M.F., Shukla, R.J. and Keskar, A.G. Platform independent Real-Time copyright protection embedding and extraction algorithms on Android and Embedded framework. In proceedings of 2014 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT-2014), Jaypee Institute of Information technology, Noida, pp. 189-194, 2014.
    25. Hashmi, M.F., Shukla, R.J. and Keskar, A.G. Real-Time Copyright Protection and Implementation of Image and Video Processing on Android and Embedded Platforms. In Proceedings of International Conference on Information and Communication Technologies (ICICT-2014), CUSAT, Kochi (India), December 3-5, 2014.
    26. Hashmi, M.F., Anand, V. and Keskar, A.G. A Copy-move Image Forgery Detection Based on Speeded Up Robust Feature Transform and Wavelet Transforms. In proceedings of 5th IEEE International Conference on Computer and Communication Technology (ICCCT-2014), MNNIT Allahabad, September 26-28, 2014.
    27. Hashmi, M.F., Anand, V. and Keskar, A.G. Copy-move Image Forgery Detection using an Efficient and Robust Method Combining Un-decimated Wavelet Transform and Scale Invariant Feature Transform. In Proceedings of 2014 AASRI Conference on Circuit and Signal Processing (CSP 2014), London, U.K, pp. 84-91, June 21-22, 2014
    28. Anand, V., Hashmi, M.F. and Keskar, A.G. A copy-move forgery detection to overcome sustained attacks using dyadic wavelet transform and SIFT methods. In Proceedings of 6th Asian Conference on Intelligent Information and Database Systems (ACIIDS-2014), Bangkok, Thailand, Springer, Cham, pp. 530-542, April 7 - 9, April 2014.
    29. Hashmi, M.F., Hambarde, A.R. and Keskar, A.G. Copy Move Forgery Detection using DWT and SIFT Features. In Proceedings of 13th IEEE International Conference on Intelligent Systems Design and Applications (ISDA-2013), Kuala Lumpur, Malaysia, pp.188-193, 8-10 December 2013.
    30. Hashmi, M.F. and Keskar, A.G. Computer-Vision Based Visual Inspection and Crack Detection of Railroad Tracks. In Proceedings of 2014 International Conference on Circuits, Systems, Signal Processing, Communications and Computers (EUROPMENT-2014), Venice, Italy, pp.102-110, March 15-17, 2014.
    31. Hashmi, M.F. and Keskar, A.G. Image forgery detection and classification using HMM and SVM Classifier. In Proceedings of 9th International Conference on Intelligent Unmanned Systems 2013 (ICIUS-2013), organized by IIT Kanpur, ARDB, Bangalore and DST, New Delhi in collaboration with the International Society of Intelligence Unmanned Systems (ISIUS-2013), Jaipur, India, pp. 25-27, September 26-27, 2013.
    32. Hashmi, M.F. and Keskar, A.G. Video Surveillance for Disorganized Traffic Flow at T-Intersections. In Proceedings of Elsevier, 7th International Conference on Image and Signal Processing (ICISP-2013), Bangalore (India), Book Series Elsevier Science and Technology, Elsevier India, (ISNN 9789351071020), Vol.4, pp. 51-61, August 2013. (Awarded as a Best Paper Award)
    33. Hashmi, M.F. and Keskar, A.G., 2012, November. Analysis and monitoring of high-density traffic flow at T-intersection using a statistical computer vision-based approach. In Proceedings of 12th IEEE International Conference on Intelligent Systems Design and Applications (ISDA-2012), CUSAT, Kochi (India), pp. 52-57, November 27 -29, 2012.
    34. Hashmi, M.F., Parikh, A and Katariya, A. An Optimized and Robust approach for VHDL and Spartan 3 FPGA Implementation of CAN 2.0 Protocol Error Detection Circuitry. In Proceedings of 2nd IEEE International Conference on Computational Intelligence and Communication Networks (CICN-2011), Gwalior (India), October 2011.
    35. Nagaria, B., Hashmi, M.F., Patidar, V. and Jain, N. An Optimized Fast Discrete Cosine Transform Approach with Various Iterations and optimum Numerical factors for Image quality evaluation. In Proceedings of 2nd IEEE International Conference on Computational Intelligence and Communication Networks (CICN-2011), Gwalior (India), pp. 158 -162, October 2011.
    36. Nagaria, B., Hashmi, M.F., Hussain, I. and Chauhan, R.S. Comparative Analysis of an Optimal Image Compression using FDWT at Various Decomposition Level with Different Statistical Numerical Measures for Different Pixel Frame. In Proceedings of 2nd IEEE International Conference on Computational Intelligence and Communication Networks (CICN-2011), Gwalior (India), pp. 262- 266, October 2011.
    37. Hashmi, M.F., Dhakad, P. and Nagaria, B., 2011, February. Design and analysis of DS-CDMA rake receiver simulator for wireless communication. In IEEE International Conference on Proceedings of Devices and Communications (ICDeCom-2011), BIT Mesra, Ranchi (India), pp. 1-6, February 24-25, 2011.
    38. Hashmi, M.F., Dhakad, P. and Nagaria, B. Design and Realization of embedded Ethernet Communication system based Rabbit processor. In Proceedings of International Conference on Advances in Communication, Embedded System and Computing, SIRT, Bhopal (India), January 14-15, 2010.
    39. Sharma, D. K., Hashmi, M.F. and Dhakad, P. Ultrathin body-SOI. In Proceedings of International Conference on Advances in Communication, Embedded System and Computing, SIRT, Bhopal (India), January 14-15, 2010.
    40. Hashmi, M.F., and Gupta, G. CDMA Rake Receiver Implementation in VHDL. In Proceedings of International Conference on Emerging Trends in Engineering and Technology (IETET-2010), GIMT, Kurukshetra (India), October 14-16, 2010.
    41. Hashmi, M.F., and Gupta, G. Performance of BER of CDMA with Rake and without Rake Receiver for Different Attenuation Factor. In Proceedings of International Conference on Intelligent Information systems and management (IISM-10), RVS CET, Coimbatore (India), 10th -12th June 2010.

    National Conferences

    1. Hashmi, M.F. and Hashmi A.W. PLC and its Application in Industrial Automation. In Proceedings of National Conference on Recent Trends in Mechanical Engineering, AMU Aligarh (India), November 26-27, 2010.
    2. Hashmi, M.F., and Gupta, G. Different PLC programming and its Paradigms. In Proceedings of National Conference on Electronics Communication and Instrumentation (Emonthon-2010), CSE Jhansi (India), April 2-3, 2010.
    3. Hashmi, M.F., and Gupta, G. Implementation of Buzzer System using PLC and its programming paradigms. In Proceedings of National Conference on Recent Trends in Electrical and Electronics Engineering, LNCT Bhopal (India), March 26-27, 2010.
    4. Hashmi, M.F., and Gupta, G. Programmable Logic Controller and its Application in Seven Segment display System. In Proceedings of National Conference on AICTE Sponsored National Conference on Emerging Technological Trends, VNS Institute of Technology, Bhopal (India), March 19-20,
    5. Hashmi, M.F., and Gupta, G. Programmable Logic Controller and its Application in Seven Segment display System. In Proceedings of National Conference on AICTE Sponsored Advances & Future Trends in VLSI Design & Embedded System (ATVES 2010), GGITS Jabalpur (India), February 23-24 2010.
    6. Hashmi, M.F., and Gupta, G. Implementation Programmable Logic Controller and Its literature review. In Proceedings of National Conference on 2nd Bhartiya Vigyan Sammelan & Expo., DAVV Indore (India), November 27-December 3, 2009.

    PHDs Supervised

    Ph.D. Thesis Supervised/Ongoing:-

    S. No Name of Scholar Title of Dissertation/Thesis                Internal/External        Registration       Status
    1 D. Narendhar Singh Optimized and IoT Enabled Health Monitoring and Diagnosis System using Machine Learning and AI Algorithms External (Part-Time) Jaipur National University (JNU January 2016 Completed(23/12/2019)
    2. Mahendra Swain IoT Enabled Intelligent Mote for Agriculture Application by Implementing LoRa Architecture External (Part-Time) Lovely Professional University(LPU) Jalandhar, Punjab January 2017 Completed(27/07/2020)
    3. Ch. Balarammurthy (718143) Design And Development of Embedded Vision Based Object Detectors For Autonomous Driving Application Internal (Full Time) NIT Warangal December 2018 Defended( 17/07/23)
    4. B. Thulasy Naik (701936) Some Investigations on Deep Learning based techniques for accurate Ball/Player Detection, Tracking in Soccer and Predicting Trajectories of Basketball Sports Internal (Full Time) NIT Warangal December 2019 Defended(17/07/23)
    5, B. Gautam(721069) Fundus Image Analysis using Computer Vision and Deep Learning Internal (Part Time) NIT Warangal December 2020 Ongoing
    6. Priyadarsini Samal(21ECRER10) EEG-based BCI Applications using ML/DL-based Methods Internal (Full Time) NIT Warangal December 2021 Ongoing
    7. Mohammad Khadir (21ECERP10) Video Compression using ML/DL-based Techniques Internal (Part Time) NIT Warangal December 2021 Ongoing
    8. G. Jhansi Rani (22ECR1S01) Knee Abomility Diagnosis uisng EMG and Gait Patterns Signsla based on AI/ML techniques Internal (Full Time) NIT Warangal July 2022 Ongoing
    9.  Pravallika Ambati (22ECR2P09) 3D Object Detection using Computer Vision and Deep Learning based Techniques.  Internal (Part Time) NIT Warangal December 2022 Ongoing
    10. Sharad Salunke(A60236419001) A Novel Image Cryptosystem For Secure Data Transmission External (Part-Time) Amity University, Gwalior January 2019 Ongoing
    11. Bandari Raghupati(23ECR1R10) Object Detction/Classifications uisng Radar/Satellite images based on Machine Learning/Deep Leaning Techniques Internal (Full Time) NIT Warangal  August 2023 Ongoing

     

     

    PG(M.Tech.) Dissertation Supervised/Ongoing:

    S. No.

    Title of Dissertation/Project

    Year

    Name of Student(s)

    		 Status
    1.

    Vehicle Detection And Counting System For Traffic Surveillance

    June 2019

    Ms. Y. SAI SINDHUJA(174621)

    		 Completed
    2.

    Integration And Debug of USB Type C Feature On Next-Generation Intel Processor

      June 2019

    Mr. D. MAHESH KUMAR(174506)

    		 Completed
    3.

    Automation of Fuse Validation for Finding Offending Fuses in SOC Model - INTEL Next Generation Processor

    June 2020

    Ms. SUPRIYA SONI(184513)

    		 Completed
    4.

    Implementation of Clustering Algorithm For Physical Aware Scan Chain Reordering

    June 2020

      Mr. SHANTANU AGGARWAL(184509)           

    		Completed
    5.

    On-chip Clock Controller Insertion & Pattern Retargeting for Hierarchical Testing

    June 2021

    Ms. SRISHTI PRAKASH (194511)

    		 Completed
    6.

    MJPEG Decoder Verification

    June 2021

    Mr. NIKHIL NICHENAMETLA(194507)

    		 Completed
    7. Emotion Recognition using EEG Signal     June 2023       Ms. JYOTI SAHU (21ECM1R10) Completed
    8. An Attention-based CNN Architecture for detection
    and classification of Alzheimer’s    		     June 2023

          Mr. BALWATN KUAMR YADAV (21ECM1RO3)

    		 Completed
    9. Plant Disease Detection Using Deep Learning Techniques     June 2023       Mr. PIYUSH PAL (21ECM1R15) Completed
    10. Object Detection/Classfications using Remote Sensing Images     June 2024       Mr. K. VENKATESH(22ECM1R08) Ongoing
    11. Human Activity Recognition using GAIT Pattern Signal in Biomedical Applications      June 2024       Mr. NIZAM UDDIN AKABR (22ECEM1R10) Ongoing
    12. Brain Tumor Detection/Segmentation using Deep Learning based Architectures    June 2024       Mr. AARIF RAZA (22ECM1R08) Ongoing

     

     

    UG(B.Tech.)  Dissertation Supervised/Ongoing:-

    S. No.

    Title of Dissertation/Project

    Year

    Name of Student(s)

    		 Status
    1. Computer Vision-Based Traffic Surveillance May 2019 B Rahul (154111), A.N. Suryateja (154105), S. Sai Sri Harsha(154162) Completed
    2. Computer Vision-Based Assistive Technology For Visually Impaired People May 2019 Vishal Gupta (154169), Dheeravath. Vijay(154115), Vinaybhai Rahwa(154168) Completed
    3. Deep Learning-based Ball and Player Tracking in Soccer Videos May 2020 Nikhil Mathur(164242), Aman Kumar(154203), Rajendra Prasad Banoth(164206)    Completed
    4. Deep Fake Detection May 2021 Bilal Shaik(174249), Gjnana Sai Reddy K(174212), Venkat Narayan G(174266) Completed
    5. Anomaly detection using Human action recognition May 2021 N . Sai Shashank (174231), K. Praneeth Reddy (174221), M. Sameer Ahmed (174229) Completed
    6. Football event classification using Convolutional Autoencoder and Multi layer Extreme Learning Machine May 2022 Ankith Suresh(184204),  D. Sindhuja(184215),  Tejas Bhat Bellare(184264) Completed
    7. Emotion Recogniiton using EEG Signals May 2023 Raju Morishetty (194247), Tushar (194282), Saurabh Bhimrao Waghmare (194286) Completed
    8. EMG Signal Analysis and Identification of Human Knee Abnormality May 2023 Sanjay Bollikonda(194116),Nikhila Gorja (194127), Nishanth Kalluri (194133) Completed

     

     

     

     

     

     

    Workshops/Conferences

    FDP Organized  at NIT Warangal 

    1. Organized As a Coordinator Six Days Faculty Development Programme (FDP) on "Computer Vision and Image Processing-Research Focus" from 11th–16th  June 2019,  Organised by E & ICT Academy, NIT Warangal.

    2. Organized As a Coordinator Six Days Faculty Development Programme (FDP) on "Trends in Reconfigurable (FPGA) SoC Design" from  25th–30th November 2018, Organised by E & ICT Academy, NIT Warangal.

    3. Organized As a Coordinator Two Week Faculty Development Programme (FDP) on "AI & Machine Learning for Computer Vision Applications" from 03rd–12th December 2021,  in association with Shri Ramdeobaba College of   Engineering and Management, Nagpur Organised by E & ICT Academy, NIT Warangal.

    4. Organized As a Coordinator Two Week Faculty Development Programme (FDP) on "AI & Machine Learning for IoT and Computer Vision Applications"  from  16th–25th January 2022,  in association with Anurag University,       Hyderabad Organised by E & ICT Academy, NIT Warangal.

    5. Organized As a Coordinator Two Week Faculty Development Programme (FDP) on "AI for Communication and Signal Processing Applications" from  5th–14th February 2022,  in association with V R Siddhartha Engineering College,     Kanuru, Vijayawada Organised by E & ICT Academy, NIT Warangal.

    6. Organized As a Coordinator Two Week Faculty Development Programme (FDP) on "Role of AI in Communication and Signal Processing Applications" from 08th–17th April 2022, in association with Chalapathi Institute of Engineering and  Technology, Guntur, Andhra Pradesh Organised by E & ICT Academy, NIT Warangal.

    7. Organized As a Coordinator Two Week Faculty Development Programme (FDP) on "AI/ML for Computer Vision and Medical Image Analysis Application " from  18th–27th April 2022, in association with  REVA University, Bengaluru,   Karnataka Organised by E & ICT Academy, NIT Warangal.

    8.  Organized As a Coordinator Two Week Faculty Development Programme (FDP) on "Applications of AI & ML in Signal Processing and Communications" from 23th–30th  June 2022,  in association with GITAM School of Technology, GITAM Deemed to be University, Vizag, Andhra Pradesh Organised by E & ICT Academy, NIT Warangal.

    9. Organized As a Coordinator Two Week Faculty Development Programme (FDP) on "AI/ML for Computer Vision Applications and Medical Image Analysis Applications" from 1st December– 9th December 2022 in association with BVRIT College of Engineering for Women Hyderabad Organised by E & ICT Academy, NIT Warangal.

    10. Organized As a Coordinator Two Week Faculty Development Programme (FDP) on "AI/ML for Computer Vision Applications" from 04th January– 12th January 2023 in association Vignana Bharathi Institute of Technology Hyderabad Organised by E & ICT Academy, NIT Warangal.

    11.  Organized As a Coordinator Two Week Faculty Development Programme (FDP) on  "AI/ML for Computer Vision Applications"  from 13th March – 21th March 2023 in association J D College of Engineering & Management Nagpur  Organised by E & ICT Academy, NIT Warangal.

    12. Organized As a Coordinator Two Week Faculty Development Programme (FDP) on " AI/ML for Computer Vision and Medical Image Analysis Applications"  from 25th March–05th April 2023 in association St.Peter's Engineering College Hyderabad  Organised by E & ICT Academy, NIT Warangal.

     

    FDP/ Workshop/Seminar Organized (Outise NIT Warangal):-

    1. One Day Guest Lecturer on Advanced Signal Processing and Its Applications at Anurag Group of Institutions, Hyderabad, October 21, 2016.
    2. 3 Days FDP on Recent Trends in Wireless Communication and Optimization Technique Hyderabad at Anurag Group of Institutions, Hyderabad, November 16-18, 2017.
    3. 3 Days FDP on Recent Trend in Signal Processing at Anurag Group of Institutions, Hyderabad, April 29-May 1, 2017.
    4. One Day Workshop on Digital Signal Processing Using Python, by Prof. J. V. V. Sharma, IIT Hyderabad at Anurag Group of Institutions, Hyderabad, February 24, 2018.

     

    Workshop/FDP Attended:-

    1. Attended One Week Online Faculty Development Program on “5G: Devices & Key Enable Technologies” Under TEQIP-III (19th -23th September 2020) organized by the Department of Electronics Engineering, MITS, Gwalior from 19th-23th September 2020.
    2.  Attended MHRD sponsored TEQIP assisted course on “IMAGE PROCESSING USING VLSI ARCHITECTURES” from 17th to 21st December, 2020 organized by the Department of Computer Science and Engineering and Department of Electronics and Communications Engineering, IIT Roorkee.
    3. Participated in the TEQIP III sponsored Short Term Course on “Deep Dive in Deep Vision” in the Department of Computer Science and Engineering from 07th to 09th December 2020 at Indian Institute of Technology Indore (IIT Indore).
    4. Participated in Online Webinar  on IPR and Patent Publication  held on 15 th March, 2021 at SCHOOL OF ENGINEERING & TECHNOLOGY & SCHOOL OF ARCHITECTURE & PLANNING, SHARDA UNIVERSITY, Greater Noida.
    5. Participated in the TEQIP III sponsored E-Training Program/Short -term course on “Deep Learning for Computer Vision” in the Department of Electrical Engineering Engineering from 26 November 2020 to 28 November 2020 at IIT Indore.
    6.  Participated in the TEQIP III sponsored E-Training Program/Short -term course on “Current Trends in Biomedical Signal and Image Processing” in the Department of Electrical Engineering Engineering from October 20, 2020 to October 22, 2020 at IIT Indore.
    7. Attended Workshop on Computer Vision and Image Processing Organized by in association with NIT Warangal, T.S, India at CMR Technical Campus, Hyderabad, December 4-9, 2018.
    8. Attended Workshop on Foundation Program in ICT for Education Part-I and Part-II National Mission on Education through ICT (MHRD, Govt. of India) organized by IIT Bombay, March 15 to May 5, 2018, at Remote Centre AGI Hyderabad.
    9. Attended Workshop on Digital VLSI System using Verilog HDL Organized by CDAC Hyderabad in Association with TASK Hyderabad, 1st July to 5th July 2016.
    10. Attended One Day Workshop Digital Design through Arduino Organized by IIT Hyderabad Teaching Learning Centre, 21st April 2016.
    11. Attend 3 days Workshop on PLC programming organized by MIT Mandsaur.
    12. Attend 3 days Workshop on Microcontroller and Embedded System organized by MIT Mandsaur.
    13. Attended 3 days workshop on Digital Image Processing on OpenCV by IIT, Bombay at SVNIT, Surat Gujarat.
    14. Attended 5 days workshop on Linux and Embedded Linux on Beagle Board by CIIT Bangalore and Prof. Mark Yoder at CIIT, Bangalore.
    15. Attended Workshop on Two-Week Workshop on Analog Electronics National Mission on Education through ICT (MHRD, Govt. of India) Organized by IIT Kharagpur, June 4th to June 14th, 2013 at Remote Centre VNIT Nagpur.
    16. Attended Lecture Series on Communication RF and Microwave Technology Under TEQIP-II Organized by Department of Electronics Engineering, VNIT, Nagpur, From 1st May to 11th May 2013.

    Projects

    R & D Projects

     

    1. RSM Institute Seed Grant “Implementation of a Parallel Computing Framework for Traffic Surveillance System Based on Computer Vision, 5 Lakhs for 2018-2020 (2 Years)

    Awards and Honors

     

    Awards//Honors

    1. Best Paper Award in 7th International Conference on Image and Signal Processing (ICISP-2013), Bangalore (India).
    2. MHRD Fellowship, Government of India for M.E. in period of 2008-2010.
    3. TEQIP-II Fellowship for Ph.D. in period of 2012-2015.
    4. TEQIP-II Travel Grant in 2013 for Kuala Lumpur (Malaysia).
    5. TEQIP-II, Under COE Project (sub component 1.2.1) Travel Grant in 2014 For London (U.K.), Bangkok (Thailand) and Venice (Italy).

     

    Conference Program Committees Served

    1. Session chair, Reviewer and Technical Committee member, IEEE International Symposium on Smart Electronic Systems (IEEE – iSES-2022)- 18-22 Dec. 2022, NIT Warangal.
    2. Session chair, Reviewer and Technical Committee member, 2nd International Conference on Paradigm Shifts in Communication Embedded Systems, Machine Learning and Signal Processing (PCEMS 2023) on 5th and 6th of April 2023, VNIT Nagpur.
    3. Session chair, Reviewer and Technical Committee member, Advances in Signal Processing and Communication Engineering (ICASPACE-2023), on 29th April 2023, MGIT, Hyderabad. 
    4. Session chair, Reviewer and Technical Committee member, 2nd International Conference On Emerging Trends In Engineering (ICETE 2023), April 28 - 30, 2023, Osmania University Hyderabad. 
    5. Session chair, Reviewer and Technical Committee member, 1st  International Conference on Paradigm Shifts in Communication Embedded Systems, Machine Learning and Signal Processing (PCEMS 2022) on 6th – 7th May, 2022, VNIT Nagpur.
    6. Reviewer and Technical Committee member, The International Conference on Computer Vision & Image Processing 04-06 November, 2022, VNIT Nagpur, Maharashtra.
    7. International Technical Committee member In 7'TH International Conference On Communication Management And Information Technology (ICCMIT'21) September 20-22, 2021 , Athens,greece.
    8. Technical Committee member 4th International (Online) Conference on Recent Trends in Communication & Electronics (ICCE-2020), On 28th and 29th, November 2020 Organized by Department of Electronics & Communication Engineering (Accredited by NAAC ‘A’ Grade and NBA Accredited) KIET Group Of Institutions, Delhi-NCR, Meerut Road (NH-58), Ghaziabad-201206.
    9. Technical Committee member, The IEEE International Conference on Circuit, Power and Computing Technologies ICCPCT-2023 on 10th -11th August 2023,   Organized by Baselios Mathews II College of Engineering.
    10. Technical Committee member, ICAC3'21: IEEE International Conference on Advances in Computing, Communication and Control Fr. Conceicao Rodrigues College of Engineering Fr. Agnel Ashram,Bandstand, Bandra (W), Mumbai-50 Mumbai, India, December 3-4, 2021.   
    11. Technical Committee member, 9th IEEE International conference om cloud computing and Intelligent systems (9th IEEE CCICS 2023),  Dali China 12th 13th August 2023.

     

     

    Additional Responsibility

     Current Responsibility( Depratmnt and Instiitute Level):-

    1. Lab In-charge of Microprocessor/Microcontroller Lab at ECE Dept. NIT Warangal from July 2018.
    2. Time Table In-charge at ECE Dept, NIT Warangal from Jan 2022.
    3. Library Advisory Committee Member, NIT  Warangal 1 July 2019.

     

    Previous Completed Responsibilities:-

    1. Faculty Advisor- ISTE Students Chapter, NIT Warangal September 2019- September 2021.
    2. Dept. Web In-charge and & Free and Open Source Software Lab I/C at ECE Dept. NIT Warangal July 2018- Jan 2022.
    3. 4/4 B.Tech. Faculty Advisor at ECE Dept. NIT Warangal from July 2018-June 2019. ( 2 Semsters)
    4. 1/1 B.tech Basics Electronics Engineering (BLE) Course Coordinator at ECE Dept, NIT Warangal from July 2019-Dec 2019. ( 1 Semester)
    5. I worked as a Coordinator for SAR- Criteria-5 of NBA at ECE Department, Anurag Group of Institutions, Hyderabad (Nov. 2015- March 2018).
    6. I worked as a HOD In-charge (III Year) ECE Department, Anurag Group of Institutions, Hyderabad (Nov. 2015- March 2018).
    7. I worked as an Assistant warden of VNIT hostel Block 2 and Hostel Block 6 for two consecutive years (2012-2014).
    8. I worked as an Active Member of Departmental Committee member for arranging various workshops and symposium at VNIT(Sept. 2012- May 2014)
    9. I worked on the SAR report of NBA at ECE Department in the Year 2014-2015, VNIT Nagpur (2013-2015).