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Prof. Mohammad Farukh Hashmi

Assistant Professor Gr-I

Department of Electronics and Communication Engineering

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Information

Room No: 107 +91-870-2462429 mdfarukh@nitw.ac.in https://erp.nitw.ac.in/ext/profile/ec-mdfarukh Bio Sketch

    Key Notes

    • Journal(s): 67
    • Conference(s): 52
    • Book Chapter(s): 14
    • PhD: Current - 9  Awarded - 3

    133

    PUBLICATIONS

    12

    DOCTORAL STUDENTS

    8

    PROJECTS

    5

    PATENTS

    Research Areas

    Biomedical Image Processing, SAR Imaging,
    Deep Learning for Health Care and Computer Vision,
    Digital Design, Embedded Image Processing,
    Digital Image Processing, Computer Vision, Machine Vision,
    Digital Signal Processing(DSP), Machine/Deep Learning,
    Embedded Systems, Internet of Things(IOT),
    Health Care Systems.
    Real Time Operating Systems, Image/Video Compression,
    Video Processing/Technology, Video Codec Design,
    EDUCATION QUALIFICATION
    Degree Institute Year
    Doctor of Philosophy Visvesvaraya National Institute of Technology (VNIT) Nagpur (M.H.) 2015
    Master of Technology Shri Govindram Seksaria Institute of Technology and Science(SGSITS) Indore (M.P.), RGPV Bhopal (M.P.) 2010
    Bachelor of Engineering MANDSAUR INSTITTUE OF TECHNOLOGY(MIT) MANDSAUR, RGPV Bhopal (M.P.) 2007
    COURSES HANDLED
    Course L-T-P Credit Degree Level
    Deep Learning Architectures(EC16031) 3-0-0 3 PG
    History of Science and Technology(IC208) 1-0-0 0 UG
    Sustainable Development(IC307) 1-0-0 0 UG
    Microprocesors(ECM05) 3-0-0 3 UG
    Embedded and Real Time Operating Systems(EC354) 3-0-0 3 UG
    Machine Learning for Signal Processing(EC16025) 3-0-0 3 PG
    Basic Electronics Engineering(EC131) 3-0-0 3 UG
    Advanced Image Processing(EC5114) 3-0-0 3 PG
    Machine Learning for Speech and Image Processing(EC5166) 3-0-0 3 PG
    RESEARCH IDs
    ORCID
    ORC ID
    ISI Researcher ID
    ISI Researcher ID
    Scopus
    SCOPUS ID
    Google Scholar
    Google Scholar ID
    PUBLICATIONS
    Journal(s)
    A dynamic spectrum driven network for enhanced multimodal emotion recognition with EEG and ECG signals, By Priyadarsini Samal, Mohammad Farukh Hashmi, Elsevier, Biocybernetics and Biomedical Engineering, vol.46, pp.139-161, 2026
    Deep Learning in Electromyography Signal-based Lower Limb Angle Prediction and Activity Classification, By Gundala Jhansi Rani, Mohammad Farukh Hashmi, Springer Nature Singapore, Journal of Bionic Engineering, vol., pp.1-17, 2025
    Convolution technique for focusing of ISAR images, By Palguna Kumar Reddy Gopireddy, Arun Kumar Gande, Gopi Ram, Farukh Hashmi Mohammad, Taylor & Francis, The Imaging Science Journal, vol.73, pp.170-175, 2025
    Lw-PSCNN: Lightweight Pointwise-Separable Convolution Neural Network for ISAR Image Classification, By KR Gopireddy Palguna, G Arun Kumar, Gopi Ram, Mohammad Farukh Hashmi, IEEE, IEEE Transactions on Instrumentation and Measurement, vol.74, pp., 2025
    Improved performance on melanoma skin cancer classification using deep learning based ensemble technique, By VK SHRIVASTAVA, MF HASHMI, IOS press, INTELLIGENT DATA ANALYSIS, vol., pp., 2025
    Hybrid deep learning and handcrafted feature fusion for pneumonia detection in chest X-rays, By Mohammad Farukh Hashmi, Amreen Aijaz Husain, Deepali M Kotambkar, Konapala Dileep Kumar, Springer Berlin Heidelberg, Journal of Electrical Systems and Information Technology, vol.12, pp.94, 2025
    Advanced semantic lung segmentation with a hybrid SegNet-ResNet50 network, By Mohammad Farukh Hashmi, M Devipriyanka, B Raghavaram, Amreen Aijaz Husain, Springer Berlin Heidelberg, Journal of Electrical Systems and Information Technology, vol.12, pp.64, 2025
    An improved empirical mode decomposition method with ensemble classifiers for analysis of multichannel EEG in BCI emotion recognition, By Priyadarsini Samal, Mohammad Farukh Hashmi, Taylor & Francis, Computer Methods in Biomechanics and Biomedical Engineering, vol.28, pp.2336-2359, 2024
    EIoU-distance loss: an automated teamwise player detection and tracking with jersey colour recognition in soccer, By Thulasya Naik, B., Hashmi, M. F., & Gupta, A, Taylor and Francis online, Connection Science, vol.36(1), pp.2291991, 2024
    Advanced 5D logistic and DNA encoding for medical images, By Ahuja, Bharti, Rajesh Doriya, Sharad Salunke, Md Farukh Hashmi, and Aditya Gupta., Taylor and Francis online, The Imaging Science Journal, vol.71, pp.1-19, 2023
    SSAD: Single-Shot Multi-Scale Attentive Detector for Autonomous Driving, By Chintakindi, Balaram Murthy, and Mohammad Farukh Hashmi, Taylor and Francis online, IETE Technical Review, vol.40, pp.1-13, 2023
    HDIEA: high dimensional color image encryption architecture using five dimensional Gauss-logistic and Lorenz system, By Ahuja, Bharti, Rajesh Doriya, Sharad Salunke, Mohammad Farukh Hashmi, Aditya Gupta, and Neeraj Dhanraj Bokde, Taylor and Francis online, Connection Science, vol.35, pp.1-15, 2023
    Quad Key-Secured 3D Gauss Encryption Compression System with Lyapunov Exponent Validation for Digital Images, By Salunke, Sharad, Ashok Kumar Shrivastava, Mohammad Farukh Hashmi, Bharti Ahuja, and Neeraj Dhanraj Bokde, MDPI, Applied Sciences, vol.13(3), pp.1616, 2023
    LSTM-BEND: Predicting the Trajectories of Basketball, By Naik, Banoth Thulasya, and Mohammad Farukh Hashmi, IEEE, IEEE Sensors Letters, vol.7, pp., 2023
    Out-of-Hospital Cardiac Arrest during the COVID-19 Pandemic: A Systematic Review, By Husain, Amreen Aijaz, Uddipak Rai, Amlan Kanti Sarkar, V. Chandrasekhar, and Mohammad Farukh Hashmi., MDPI, Healthcare, vol.11, pp.189, 2023
    Surface Characteristics Measurement Using Computer Vision: A Review, By Hashmi, Abdul Wahab, Harlal Singh Mali, Anoj Meena, Mohammad Farukh Hashmi, and Neeraj Dhanraj Bokde, Tech Science Press, CMES-COMPUTER MODELING IN ENGINEERING & SCIENCES, vol.135(2), pp.917-1005, 2023
    sEMG-Based Knee Abnormality Detection Using EWTEntropy-Ensemble Algorithm During Walking, By Rani, G. J., & Hashmi, M. F., IEEE, IEEE Sensors Letters, vol.7(12), pp.1-4, 2023
    IoT-Based Multi-Dimensional Chaos Mapping System for Secure and Fast Transmission of Visual Data in Smart Cities, By Ahuja, B., Doriya, R., Salunke, S., Hashmi, M. F., & Gupta, A., IEEE, IEEE Access, vol., pp., 2023
    Surface electromyography and artificial intelligence for human activity recognition-A systematic review on methods, emerging trends applications, challenges, and future implementation., By Rani, G. J., Hashmi, M. F., & Gupta, A., IEEE, IEEE Access, vol.11, pp.105140 - 105169, 2023
    LDWS-net: A learnable deep wavelet scattering network for RGB salient object detection, By Bhagyashree V. Lad , Mohammad Farukh Hashmi , Avinash G. Keskar , Elsevier, Image and Vision Computing, vol.137, pp.104748, 2023
    Parameter Adaptive Pulse Coupled Neural Network based Saliency Map Fusion Strategy for Salient Object Detection, By Lad, Bhagyashree V., Mohammad Farukh Hashmi and Avinash G. Keskar., Springer, Neural Computing and Applications, vol.35, pp.15743–15757, 2023
    Ensemble Median Empirical Mode Decomposition for Emotion Recognition using EEG Signal, By Samal, Priyadarsini, and Mohammad Farukh Hashmi, IEEE, IEEE Sensors Letters, vol.7, pp., 2023
    BDTA: events classification in table tennis sport using scaled-YOLOv4 framework, By Hashmi, Mohammad Farukh, Banoth Thulasya Naik, and Avinash G. Keskar, IOS Press, Journal of Intelligent & Fuzzy Systems, vol.44, pp.9671-9684, 2023
    YOLOv3-SORT: detection and tracking player/ball in soccer sport., By Naik, B. Thulasya, and Md Farukh Hashmi., SPIE digital library, Journal of Electronic Imaging, vol.32(1), pp.011003, 2022
    Saliency Detection Using a Bio-inspired Spiking Neural Network Driven by Local and Global Saliency, By Lad, Bhagyashree V., Manisha Das, Mohammad Farukh Hashmi, Avinash G. Keskar, and Deep Gupta, Taylor and Francis online, Applied Artificial Intelligence, vol.36, pp., 2022
    Artificial intelligence techniques for implementation of intelligent machining, By Hashmi, Abdul Wahab, Harlal Singh Mali, Anoj Meena, Irshad Ahamad KhiljI, and Mohammad Farukh Hashmi, Sciencedirect, Materials Today: Proceedings, vol.56(4), pp.1947-1955, 2022
    Machine vision for the measurement of machining parameters: A review, By Hashmi, Abdul Wahab, Harlal Singh Mali, Anoj Meena, Irshad Ahamad Khiljii, and Mohammad Farukh Hashmi, Sciencedirect, Materials Today: Proceedings, vol.56(4), pp.1939-1946, 2022
    Football Event Classification Using Convolutional Autoencoder and Multilayer Extreme Learning Machine, By Hashmi, Mohammad Farukh, Tejas Bhat Bellare, Ankith Suresh, and Banoth Thulasya Naik., IEEE, IEEE Sensors Letters, vol.6(10), pp., 2022
    A parallel computing framework for real-time moving object detection on high resolution videos, By Hashmi, Mohammad Farukh, Eskinder Ayele, Banoth Thulasya Naik, and Avinash G. Keskar, Springer, Journal of Intelligent Information Systems, vol., pp.1-22, 2022
    Boundary Preserved Salient Object Detection using Guided Filter based Hybridization Approach of Transformation and Spatial Domain Analysis, By Lad, Bhagyashree, Mohammad Farukh Hashmi, and Avinash G. Kesakr, IEEE, IEEE Access, vol.10, pp.67230 - 67246, 2022
    A Comprehensive Review of Deep Learning Strategies in Retinal Disease Diagnosis Using Fundus Images, By Goutam, Balla, Mohammad Farukh Hashmi, Zong Woo Geem, and Neeraj Dhanraj Bokde., IEEE, IEEE Access, vol.10, pp.57796 - 57823, 2022
    5D Gauss Map Perspective to Image Encryption with Transfer Learning Validation, By Salunke, Sharad, Bharti Ahuja, Mohammad Farukh Hashmi, Venkatadri Marriboyina, and Neeraj Dhanraj Bokde, MDPI, Applied Sciences, vol.12(11), pp.5321, 2022
    EfficientLiteDet: a real-time pedestrian and vehicle detection algorithm, By Murthy, Chintakindi Balaram, Mohammad Farukh Hashmi, and Avinash G. Keskar, Springer, Machine Vision and Applications, vol.33(3), pp.1-15, 2022
    A Comprehensive Review of Computer Vision in Sports: Open Issues, Future Trends and Research Directions, By Naik, Banoth Thulasya, Mohammad Farukh Hashmi, and Neeraj Dhanraj Bokde, MDPI, Applied Sciences, vol.12(9), pp.4429, 2022
    YOLOv2PD: An Efficient Pedestrian Detection Algorithm Using Improved YOLOv2 Model, By Murthy, Chintakindi Balaram, Mohammad Farukh Hashmi, Ghulam Muhammad, and Salman A. AlQahtani, Tech Science Press, CMC-COMPUTERS MATERIALS & CONTINUA(CMES), vol.69(3), pp.3015-3031, 2021
    An Efficient Detection Algorithm based on Kernel Principal Component Analysis-Support Vector Machine, By Hashmi, Mohammad Farukh , Jagdish D. Kene, Deepali M. Kotambkar, Praveen Matte, and Avinash G. Keskar, Elsevier, Computers and Electrical Engineering, vol.Volume 97, pp.107608, 2021
    GaitVision: Real-Time Extraction of Gait Parameters Using Residual Attention Network, By Hashmi, Mohammad Farukh, B. Kiran Kumar Ashish, Prabhu Chaitanya, Avinash Keskar, Sinan Q. Salih, and Neeraj Dhanraj Bokde, Hindawi, Complexity, vol.2021, pp., 2021
    Pneumonia detection in chest X-ray images using compound scaled deep learning model, By Hashmi, Mohammad Farukh, Satyarth Katiyar, Abdul Wahab Hashmi, and Avinash G. Keskar, Taylor and Francis online, Automatika, vol.62 (3-4), pp. 397-406, 2021
    Optimized MobileNet+ SSD: a real-time pedestrian detection on a low-end edge device, By Murthy, Chintakindi Balaram, Mohammad Farukh Hashmi, and Avinash G. Keskar, Springer, International Journal of Multimedia Information Retrieval, vol.10, pp.171-184, 2021
    Computer Vision in Contactless Biometric Systems, By Hashmi, Farukh, Kiran Ashish, Satyarth Katiyar, and Avinash Keskar, The International Arab Journal of Information Technology, INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, vol.18(3), pp.484-492, 2021
    LoRa-LBO: An Experimental Analysis of LoRa Link Budget Optimization in Custom Build IoT Test Bed for Agriculture 4.0., By Swain, Mahendra, Dominik Zimon, Rajesh Singh, Mohammad Farukh Hashmi, Mamoon Rashid, and Saqib Hakak, MDPI, Agronomy, vol.11(5), pp.820, 2021
    LARNet: Real-Time Detection of Facial Micro Expression Using Lossless Attention Residual Network, By Hashmi, Mohammad Farukh, B. Ashish, Vivek Sharma, Avinash G. Keskar, Neeraj Dhanraj Bokde, Jin Hee Yoon, and Zong Woo Geem, MDPI, Sensors, vol.21(4), pp.1098, 2021
    Novel beta function-based image encryption with fractional sine transform, By Salunke, Sharad, M. Venkatadri, Md Farukh Hashmi, and Bharti Ahuja, Sciencedirect, Materials Today: Proceedings, vol.47(19), pp.6991-6995, 2021
    A cost-effective LoRa-based customized device for agriculture field monitoring and precision farming on IoT platform, By Swain, Mahendra, Mohammad Farukh Hashmi, Rajesh Singh, and Abdul Wahab Hashmi, Wiley, International Journal of Communication Systems, vol.34(6), pp., 2021
    Investigations of Object Detection in Images/Videos Using Various Deep Learning Techniques and Embedded Platforms—A Comprehensive Review, By Murthy, Chinthakindi Balaram, Mohammad Farukh Hashmi, Neeraj Dhanraj Bokde, and Zong Woo Geem, MDPI, Applied Sciences, vol.10(9), pp.3280, 2020
    Virtual home assistant for voice based controlling and scheduling with short speech speaker identification, By Varun Tiwari, Mohammad Farukh Hashmi, Avinash Keskar & N. C. Shivaprakash , Springer, Multimedia Tools and Applications, vol.73, pp.5243–5268, 2020
    Modeling and implementation of spin diode based on two-dimensional materials using Monte Carlo sampling method, By Makdey, Swapnali, Rajendra Patrikar, and Mohammad Farukh Hashmi, Emerald insight, Circuit World, vol.47(4), pp.357-367, 2020
    Efficient pneumonia detection in chest X-ray images using deep transfer learning, By Hashmi, Mohammad Farukh, Satyarth Katiyar, Avinash G. Keskar, Neeraj Dhanraj Bokde, and Zong Woo Geem, MDPI, Diagnostics, vol.10(6), pp.417, 2020
    An Exploratory Analysis on Visual Counterfeits using Conv-LSTM Hybrid Architecture, By Hashmi, Mohammad Farukh, B. Kiran Kumar Ashish, Avinash G. Keskar, Neeraj Dhanraj Bokde, Jin Hee Yoon, and Zong Woo Geem, IEEE, IEEE Access, vol.8, pp.101293-101308, 2020
    FashionFit: Analysis of Mapping 3D Pose and Neural Body Fit for Custom Virtual Try-On, By Hashmi, Mohammad Farukh, B. Kiran Kumar Ashish, Avinash G. Keskar, Neeraj Dhanraj Bokde, and Zong Woo Geem, IEEE, IEEE Access, vol.8, pp.91603 - 91615, 2020
    A reliable approach to customizing Linux kernel using custom build tool-chain for ARM architecture and application to agriculture, By Swain, M., Singh, R., Gehlot, A., Hashmi, M.F., Kumar, S., and Parmar, M, Institute of Advanced Engineering and Science, International Journal of Electrical and Computer Engineering, vol.9(6), pp.4920-4928, 2019
    Speaker identification using multi-modal i-vector approach for varying length speech in voice interactive systems, By Tiwari, V., Hashmi, M.F., Keskar, A., and Shivaprakash, N.C, Elsevier, Cognitive Systems Research, vol.57, pp.66-77, 2019
    Fast and robust copy-move forgery detection using wavelet transforms and SURF, By Hashmi, M.F., and Keskar, A.G, The International Arab Journal of Information Technology, The International Arab Journal of Information Technology, vol.16, pp., 2019
    Predictive analytics & modeling for modern health care system for cerebral palsy patients, By Singh, D.N., Hashmi, M.F., and Sharma, S.K, Springer, Multimedia Tools and Applications, vol.79, pp.1-23, 2019
    Optimized And Secured IoT Enabled Health Monitoring and Diagnosis System: Comprehensive Review, By Optimized And Secured IoT Enabled Health Monitoring and Diagnosis System: Comprehensive Review, Springer, Journal of Engineering and Applied Sciences, vol.13(19), pp.7997-8003, 2018
    IoT Based Health Monitoring System for Persons with Intellectual Disabilities, By Singh, D. N., Sharma, S. K., Hashmi, M. F., Science Publishing Corporation, International Journal of Engineering & Technology, vol.7, pp.640-646, 2018
    Design and Implementation of a Speller based on EMG Signal, By PM, S.P., Swarnkar, R., Hashmi, M.F., and Keskar, A.G., Atlantis Press, International Journal of Computational Intelligence Systems, vol.10(1), pp.266-276, 2017
    An Optimized FPGA Implementation of CAN 2.0 Protocol Error Detection circuitry, By Hashmi, M.F., and Keskar, A. G., Institute of Advanced Engineering and Science (IAES), Indonesian Journal of Electrical Engineering and Computer Science, vol.6(3), pp.602-614, 2017
    A new approach for real-time object detection and tracking on high resolution and multi-camera surveillance videos using GPU, By Hashmi, M.F., Pal, R., Saxena, R. and Keskar, A.G., Springer, Journal of Central South University, vol.23, pp.130–144, 2016
    Fuzzy based image forensic tool for detection and classification of image cloning, By Hashmi, M.F., Keskar, A.G., and Yadav, V, Talyor & Francis, International Journal of Computational Intelligence Systems , vol.9(2), pp.351-375, 2016
    Image forgery authentication and classification using hybridization of HMM and SVM classifier, By Hashmi, M.F. and Keskar, A.G., Science & Engineering Research Support society, International Journal of Security & Its Applications, vol.9, pp.125-140, 2015
    Real-time copyright protection and implementation of image and video processing on Android and embedded platforms, By Hashmi, M.F., Shukla, R.J. and Keskar, A.G., Elsevier, Procedia Computer Science, vol.46, pp.1626-34, 2015
    Block and fuzzy techniques based forensic tool for detection and classification of image forgery, By Hashmi, M.F. and Keskar, A.G., Springer, Journal of Electrical Engineering & Technology, vol.10(4), pp.1886-1898, 2015
    Ghost Vehicle and Shadow Removal Approach for Traffic Surveillance and Monitoring at Various Intersections Using Computer Vision, By Hashmi, M.F., Keskar, A.G., Reddy, R.S., and Kaushik, A.U, Global Vision Press, International Journal of Multimedia and Ubiquitous Engineering, vol.10(3), pp.375-388, 2015
    Robust Image Authentication Based on HMM and SVM Classifiers. , By Hashmi, M.F., Hambarde, A.R. and Keskar, A.G., IAENG, Engineering Letters, vol.22(4), pp.183-193, 2014
    Copy-move image forgery detection using an efficient and robust method combining un-decimated wavelet transform and scale-invariant feature transform, By Hashmi, M.F., Anand, V. and Keskar, A.G., Elsevier, Aasri Procedia, vol.9, pp.84-91, 2014
    Passive Detection of Copy-Move Forgery using Wavelet Transforms and SIFT Features, By Hashmi, M.F., Hambarde, A., Anand, V. and Keskar, Atlantis Press, Journal of Information Assurance & Security, vol.9(5), pp.197-204, 2014
    Conference(s)
    Deep Learning for Event Detection in Soccer: A Modular Framework for Enhanced Accuracy By Nimesh Singh, Mohammed Farukh Hashmi, 2025 6th International Conference on Recent Advances in Information Technology (RAIT), 2025
    A Hybrid Approach for Emotions Classification using Modified Intrinsic Time Scale Decomposition By Priyadarsini Samal, Mohammad Farukh Hashmi, 2025 International Conference on Microwave, Optical, and Communication Engineering (ICMOCE), 2025
    Advancements in Wearable Sensors to Analyze Gait Phases: Towards Efficient Rehabilitation By Gundala Jhansi Rani, NizamUddin Akbar, Mohammad Farukh Hashmi, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), 2024
    Object Detection for Remote Sensing Images Using YOLOv8 By K Venkatesh, Mohammad Farukh Hashmi, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), 2024
    Implementing Deep Learning models for Lower Limb Activity Prediction with sEMG signal Using Various Window Sizes By Gundala Jhansi Rani, Mohammad Farukh Hashmi, 2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT), 2024
    GNLMD-Net: Gaussian Non-Local Means Despeckling Network for ISAR images By Gopireddy Palguna Kumar Reddy, Gande Arun Kumar, Gopi Ram, Mohammad Farukh Hashmi, 2024 IEEE Microwaves, Antennas, and Propagation Conference (MAPCON), 2024
    An Attention-based CNN Architecture for Alzheimer’s Classification and Detection By Yadav, Balwant Kumar, and Mohammad Farukh Hashmi., IEEE IAS Global Conference on Emerging Technologies (GlobConET), 2023
    Electromyography (EMG) Signal based Knee Abnormality Prediction using XGBoost Machine Learning Algorithm By Gundala Jhansi Rani, Mohammad Farukh Hashmi, 2023 IEEE 2nd International Conference on Industrial Electronics: Developments & Applications (ICIDeA), 2023
    High Efficient Quality of Video Compression using Variational Autoencoders in Deep Learning By Khadir, Mohammad and Mohamamd Farukh Hashmi, 5th International Conference on Power, Control & Embedded Systems (ICPCES-2023), 2023
    Performance Prediction of Contact Separation Mode Triboelectric nanogenerators using Machine Learning Models By Ravi Sankar Puppala, K Prakash, R Rakesh Kumar, Md Farukh Hashmi, K Uday Kumar, 2023 2nd International Conference on Paradigm Shifts in Communications Embedded Systems, Machine Learning and Signal Processing (PCEMS), 2023
    Modified Scaled-YOLOv4: Soccer Player and Ball Detection for Real Time Implementation By Banoth, Thulasya Naik, and Mohamamd Farukh Hashmi, International Conference on Computer Vision & Image Processing(CVIP-2022), 2022
    MobileNet+SSD: Lightweight Network for Real-Time Detection of Basketball Player. By Banoth, Thulasya Naik, and Mohamamd Farukh Hashmi., 3rd International Conference on Paradigms of Communication, Computing and Data Sciences (PCCDS 2022), 2022
    A light-weight Network for detecting Pedestrians in Hazy Weather By Murthy, Chintakindi Balaram, and Mohammad Farukh Hashmi, International Conference on Machine Vision and Augmented Intelligence (MAI- 2022), 2022
    IoT & ML-Based Healthcare Monitoring System-Review." By Gundala, Jhansi Rani, Satya Sri Varsha Potluri, Shashank Vishwas Damle, and Mohammad Farukh Hashmi., IEEE International Symposium on Smart Electronic Systems (iSES), 2022
    EEG based mental task classification using arithmetic operations By Samal, Privadarsini, and Mohammad Farukh Hashmi, IEEE International Symposium on Smart Electronic Systems (iSES), 2022
    Broadband and Efficient Doherty Power Amplifier by Influencing Output Impedance of Auxiliary Power Amplifier and Optimized Impedance of Quarter-Wave Transmission Line By Kumar, Amit; Karthik Rudramuni; Dushvant K. Sharma; Gande Arun Kumar; Mohammad Farukh Hashmi, IEEE Microwaves, Antennas, and Propagation Conference (MAPCON-2022), 2022
    Beta and Logistic Function Driven Encryption for Compressed Images By Salunke, Sharad, M. Venkatadri, and Md Farukh Hashmi, Sixth International Conference on Image Information Processing (ICIIP), 2021
    Drowsiness Detection System Using Raspberry Pi and OpenCV By Hashmi, Md Farukh, N. Kusuma Priya, S. Surya Reddy, G. Vakula, and D. Usha, International Conference on Mobile Computing and Sustainable Informatics: ICMCSI 2020, 2021
    Image Data Preservation with Fractional Sine Transform and Dual Chaotic Sequence. By Salunke, Sharad, M. Venkatadri, Md Farukh Hashmi, and Bharti Ahuja., Progress in Advanced Computing and Intelligent Engineering: Proceedings of ICACIE 2020, 2021
    Spade to Spoon: An IoT-Based End to End Solution for Farmer Using Machine Learning in Precision Agriculture By Swain, Mahendra, Rajesh Singh, and Md Farukh Hashmi, First Global Conference on Artificial Intelligence and Applications (GCAIA 2020), 2021
    An Implicit Approach for Visual Data: Compression Encryption via Singular Value Decomposition, Multiple Chaos and Beta Function By Salunke, Sharad, M. Venkatadri, Md Farukh Hashmi, and Bharti Ahuja, 9th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions)(ICRITO), 2021
    Real Time Pedestrian Detection Using Robust Enhanced YOLOv3 By Murthy, Chintakindi Balaram, and Mohammad Farukh Hashmi, IEEE 17th India Council International Conference (INDICON), NSIT Delhi, 2020
    GAIT analysis: 3D pose estimation and prediction in defence applications using pattern recognition By Mohammad Farukh Hashmi, B Kiran Kumar Ashish, Avinash G Keskar, Twelfth International Conference on Machine Vision (ICMV 2019), 2020
    Performance analysis of various embedded linux firmwares for arm architecture based iot devices By Mahendra Swain, Rajesh Singh, Md Farukh Hashmi, Anita Gehlot, International Conference on Intelligent Computing and Smart Communication 2019: Proceedings of ICSC 2019, 2020
    AccessNet: A Three Layered Visual Based Access Authentication System for Restricted Zones. By Hashmi, Md Farukh, Kiran Kumar Ashish, Satyarth Katiyar, and Avinash G. Keskar, 21st International Arab Conference on Information Technology (ACIT) Egypt, 2020
    Real Time Pedestrian Detection Using Robust Enhanced YOLOv3+ By Murthy, Chintakindi Balaram, and Mohammad Farukh Hashmi, EEE 21st International Arab Conference on Information Technology (ACIT) Egypt, 2020
    Detection of Stepping-Stone Introduction on Host System By Chary, N. R., Singh, D.N., Hashmi, M. F, 3rd International Conference on Innovative Advancements in Engineering & Technology (IAET-2018), 2018
    SSVEP Signal Detection for BCI Application By PM Shyam Prasad, Radhika Swarnkar, K Visnu Prasad, M Radhakrishnan, Md Farukh Hashmi, AG Keskar, 2017 IEEE 7th International Advance Computing Conference (IACC), 2017
    A copy-move forgery detection to overcome sustained attacks using dyadic wavelet transform and SIFT methods. By Anand, V., Hashmi, M.F. and Keskar, A.G, 6th Asian Conference on Intelligent Information and Database Systems (ACIIDS-2014), 2014
    Platform independent Real-Time copyright protection embedding and extraction algorithms on Android and Embedded framework By Hashmi, M.F., Shukla, R.J. and Keskar, A.G., 2014 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT-2014), 2014
    Real-Time Copyright Protection and Implementation of Image and Video Processing on Android and Embedded Platforms By Hashmi, M.F., Shukla, R.J. and Keskar, International Conference on Information and Communication Technologies (ICICT-2014), 2014
    A Copy-move Image Forgery Detection Based on Speeded Up Robust Feature Transform and Wavelet Transforms By Hashmi, M.F., Anand, V. and Keskar, A.G., 5th IEEE International Conference on Computer and Communication Technology (ICCCT-2014), 2014
    Copy-move Image Forgery Detection using an Efficient and Robust Method Combining Un-decimated Wavelet Transform and Scale Invariant Feature Transform. By Hashmi, M.F., Anand, V. and Keskar, A.G., 2014 AASRI Conference on Circuit and Signal Processing (CSP 2014), 2014
    Computer-Vision Based Visual Inspection and Crack Detection of Railroad Tracks By Hashmi, M.F. and Keskar, A.G, 2014 International Conference on Circuits, Systems, Signal Processing, Communications and Computers (EUROPMENT-2014), 2014
    Image forgery detection and classification using HMM and SVM Classifier By Hashmi, M.F. and Keskar, A.G, 2014 International Conference on Circuits, Systems, Signal Processing, Communications and Computers (EUROPMENT-2014), 2014
    Video Surveillance for Disorganized Traffic Flow at T-Intersections. By Hashmi, M.F. and Keskar, A.G, 7th International Conference on Image and Signal Processing (ICISP-2013), 2013
    Copy Move Forgery Detection using DWT and SIFT Features By Hashmi, M.F., Hambarde, A.R. and Keskar, A.G., 13th IEEE International Conference on Intelligent Systems Design and Applications (ISDA-2013), 2013
    Image forgery detection and classification using HMM and SVM Classifier By Hashmi, M.F. and Keskar, A.G., 9th International Conference on Intelligent Unmanned Systems 2013 (ICIUS-2013), 2013
    Analysis and monitoring of high-density traffic flow at T-intersection using a statistical computer vision-based approach By Hashmi, M.F. and Keskar, A.G, 12th IEEE International Conference on Intelligent Systems Design and Applications (ISDA-2012), 2012
    Comparative Analysis of an Optimal Image Compression using FDWT at Various Decomposition Level with Different Statistical Numerical Measures for Different Pixel Frame By Nagaria, B., Hashmi, M.F., Hussain, I. and Chauhan, R.S., 2nd IEEE International Conference on Computational Intelligence and Communication Networks (CICN-2011), 2011
    Design and analysis of DS-CDMA rake receiver simulator for wireless communication By Hashmi, M.F., Dhakad, P. and Nagaria, B, IEEE International Conference on Proceedings of Devices and Communications (ICDeCom-2011), 2011
    An Optimized Fast Discrete Cosine Transform Approach with Various Iterations and optimum Numerical factors for Image quality evaluation By Nagaria, B., Hashmi, M.F., Patidar, V. and Jain, N, 2nd IEEE International Conference on Computational Intelligence and Communication Networks (CICN-2011), 2011
    An Optimized and Robust approach for VHDL and Spartan 3 FPGA Implementation of CAN 2.0 Protocol Error Detection Circuitry By Hashmi, M.F., Parikh, A and Katariya, 2nd IEEE International Conference on Computational Intelligence and Communication Networks (CICN-2011), 2011
    Implementation of Buzzer System using PLC and its programming paradigms By Hashmi, M.F., and Gupta, G, National Conference on Recent Trends in Electrical and Electronics Engineering, 2010
    Programmable Logic Controller and its Application in Seven Segment display System. By Hashmi, M.F., and Gupta, G, National Conference on AICTE Sponsored Advances & Future Trends in VLSI Design & Embedded System (ATVES 2010), 2010
    Programmable Logic Controller and its Application in Seven Segment display System By Hashmi, M.F., and Gupta, G, National Conference on AICTE Sponsored National Conference on Emerging Technological Trends, 2010
    CDMA Rake Receiver Implementation in VHDL By Hashmi, M.F., and Gupta, G., International Conference on Emerging Trends in Engineering and Technology (IETET-2010), 2010
    Design and Realization of embedded Ethernet Communication system based Rabbit processor By Hashmi, M.F., Dhakad, P. and Nagaria, B, International Conference on Advances in Communication, Embedded System and Computing, 2010
    PLC and its Application in Industrial Automation By Hashmi, M.F. and Hashmi A.W., National Conference on Recent Trends in Mechanical Engineering, 2010
    Performance of BER of CDMA with Rake and without Rake Receiver for Different Attenuation Factor By Hashmi, M.F., and Gupta, G, nternational Conference on Intelligent Information systems and management (IISM-10), 2010
    Different PLC programming and its Paradigms By Hashmi, M.F., and Gupta, G., National Conference on Electronics Communication and Instrumentation (Emonthon-2010), 2010
    Implementation Programmable Logic Controller and Its literature review. By Hashmi, M.F., and Gupta, G., National Conference on 2nd Bhartiya Vigyan Sammelan & Expo, 2009
    Book Chapter(s)
    Medical Anomaly Detection Using Human Action Recognition By Hashmi, Mohammad Farukh, Praneeth Reddy Kunduru, Sameer Ahmed Mujavar, Sai Shashank Nandigama, and Avinash G. Keskar in Image Processing and Intelligent Computing Systems, CRC Press, conference proceedings, 2023
    MobileNet + SSD: Lightweight Network for Real-Time Detection of Basketball Player By Banoth Thulasya Naik, Mohammad Farukh Hashmi in Proceedings of the International Conference on Paradigms of Computing, Communication and Data Sciences PCCDS 2022, Springer Nature Singapore, Conference Proceedings, 2023
    Machine Learning and IoT-Based Messaging Device for Blind, Deaf, and Dumb People By Vishnu Vardhan Nimmalapudi, Mohammad Farukh Hashmi, Avinash G Keskar in Edge Analytics: Select Proceedings of 26th International Conference—ADCOM 2020, Springer Singapore, Conference Proceedings, 2022
    Voice-Controlled Biped Walking Robot for Industrial Applications By Pavitra, B., D. Narendar Singh, and Mohamamd Farukh Hashmi. in Innovations in the Industrial Internet of Things (IIoT) and Smart Factory, IGI Global, Conference Proceedings, 2021
    Spade to Spoon: An IoT-Based End to End Solution for Farmer Using Machine Learning in Precision Agriculture By Swain, Mahendra, Rajesh Singh, and Md Farukh Hashmi in Lecture Notes In Applications of Artificial Intelligence in Engineering, Springer, Conference Proceedings, 2021
    Image Data Preservation with Fractional Sine Transform and Dual Chaotic Sequence By Salunke, Sharad, M. Venkatadri, Md Farukh Hashmi and Bharti Ahuja in Lecture Notes In Progress in Advanced Computing and Intelligent Engineering, Springer, Conference Proceedings, 2021
    Embedded Vision-Based Intelligent Device for the Visually Impaired By Mohammad Farukh Hashmi, Sasweth C Rajanarayanan, Avinash G Keskar in Machine Vision and Augmented Intelligence—Theory and Applications: Select Proceedings of MAI 2021, Springer Singapore, Conference Proceedings, 2021
    Spade to Spoon: An IoT-Based End to End Solution for Farmer Using Machine Learning in Precision Agriculture By Mahendra Swain, Rajesh Singh, Md Farukh Hashmi in Applications of Artificial Intelligence in Engineering: Proceedings of First Global Conference on Artificial Intelligence and Applications (GCAIA 2020), Springer Nature, Conference Proceedings, 2021
    LoRaWAN: A Communication Protocol for IoT Agriculture Applications By Swain, M., Singh, R., Gehlot, A. and Hashmi, M.F in In LoRA and IoT Networks for Applications in Industry 4.0, Nova Science Publishers, Conference Proceedings, 2020
    An IoT Enabled Integrated Framework for Solar Energy Harvesting in Wireless Sensor Nodes over LoRa By Swain, M., Singh, R., Hashmi, M.F., and Gehlot, A. in Energy Harvesting Technologies for Powering WPAN and IoT Devices for Industry 4.0 Up-Gradation, Nova Science Publishers, Conference Proceedings, 2020
    Computer Vision-Based Assistive Technology for Helping Visually Impaired and Blind People Using Deep Learning Framework By Hashmi, Mohamamd Farukh, Vishal Gupta, Dheeravath Vijay, and Vinaybhai Rathwa in Handbook of Research on Emerging Trends and Applications of Machine Learning, IGI Global, Conference Proceedings, 2020
    Subjective and Objective Assessment for Variation of Plant Nitrogen Content to Air Pollutants Using Machine Intelligence By Hashmi, Mohammad Farukh, Aashish Kumar, and Avinash G. Keskar in Fuzzy Expert Systems and Applications in Agricultural Diagnosis, IGI Global, Conference Proceedings, 2020
    A Copy Move Forgery Detection to Overcome Sustained Attacks Using Dyadic Wavelet Transform and SIFT Methods By Anand V., Hashmi M.F., Keskar A.G in Lecture Notes in Computer Science book series, Springer, Conference Proceedings, 2014
    Video Surveillance for Disorganized Traffic Flow at T-Intersections By Hashmi, M.F. and Keskar, A.G in Book Series Elsevier Science and Technology, Elsevier India, Conference Proceedings, 2013
    Patent(s)
    Artificial Intelligence Based CCTV Camera For Smart City Surveillance (Design No.:-379577-001, Date:- 17/02/23).)
    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))
    A System to Monitor the Soccerplayer Movements Based on Neural Network (202441044136, Date of published: 14/06/2024)
    Respiration sensor monitoring system using Graphite sensor (Application Number-202341014268, Date:- 17/03/23))
    Vision-Guided Pesticide Spraying System for Crop Protection (483973-001)
    PROJECT / CONSULTANCY
    Empowering Health: AI-Enhanced Remote monitoring for elderly patients with wearable Biosensors
    Role: Principal Investigator
    Type: Research
    Sponsor: TTDF Scheme/DoT
    Project Cost (INR): 3621860
    Date of Commencement: 16-12-2024  
    Duration: 36 Months
    Status: Ongoing
    AI-Powered Real-Time Object Motion Detection and Tracking for Intelligent Surveillance and Monitoring
    Role: Principal Investigator
    Type: SPARC Project
    Sponsor: SPARC, IIT KHARAGPUR
    Project Cost (INR): 15520000
    Date of Commencement: 12-05-2025  
    Duration: 23 Months
    Status: Ongoing
    AI Driven Telemetry Data Analysis for Enhanced Performance in Radar and Satellite Communications
    Role: Principal Investigator
    Type: Research
    Sponsor: DRDO(CARS Project Grant)
    Project Cost (INR): 1000000
    Date of Commencement: 08-07-2025  
    Duration: 18 Months
    Status: Ongoing
    Al-Powered Computer Vision for Smart Agriculture and Healthcare Applications (Computer Vision and Image Processing)
    Role: Principal Investigator
    Type: Research
    Sponsor: AICTE (AICTE QIP PG Programme)
    Project Cost (INR): 2000000
    Date of Commencement: 02-02-2026  
    Duration: 6 Months
    Status: Ongoing
    AI and Next-Gen Technologies for a Sustainable World: Revolutionizing Health, Agriculture, and Smart Infrastructure
    Role: Principal Investigator
    Type: Research
    Sponsor: ANRF under the Assistance to Professional Bodies – Seminar
    Project Cost (INR): 200000
    Date of Commencement: 22-08-2025   Date of Completion: 10-01-2026
    Duration: 5 Months
    Status: Completed
    Al-Powered Computer Vision for Smart Agriculture and Healthcare Applications (Computer Vision and Image Processing)
    Role: Principal Investigator
    Type: Research
    Sponsor: AICTE (AICTE-QIP-PG Certificate Programme)
    Project Cost (INR): 2000000
    Date of Commencement: 21-04-2025   Date of Completion: 05-01-2026
    Duration: 9 Months
    Status: Completed
    SUSTAINABLE AI: EMPLOYING MACHINE LEARNING FOR SUSTAINABLE TECHNOLOGY DEVELOPMENT
    Role: Principal Investigator
    Type: GIAN Course
    Sponsor: Ministry of Education (MoE), Government of India
    Project Cost (INR): 664000
    Date of Commencement: 23-09-2024   Date of Completion: 21-03-2025
    Duration: 6 Months
    Status: Completed
    Implementation of a Parallel Computing Framework for Traffic Surveillance System Based on Computer Vision
    Role: Principal Investigator
    Type: Research
    Sponsor: RSM Institute Seed Grant
    Project Cost (INR): 500000
    Date of Commencement: 02-07-2018   Date of Completion: 02-07-2020
    Duration: 24 Months
    Status: Completed
    RESEARCH FELLOWS / PhD STUDENTS
    Current PhD Students
    B. Gautam
    Area of Research: Fundus Image Analysis using Computer Vision and DeepLearning
    BONDA LAKSHMI PRASANNA
    Area of Research: Computer Vision and Artificial Intelligence
    B. Venkataramanaiah
    Area of Research: Computer Vision and Artificial Intelligence
    HAROON RASHEED
    Area of Research: ARTIFICIAL INTELLIGENCE & MACHINE LEARNING
    Mohammad Khadir
    Area of Research: Video Compression using ML/DL-based Techniques
    Pinagadi Meghana
    Area of Research: Artificial Intelligence and Biomedical Signal Processing
    Pravallika Ambati
    Area of Research: 3D Object Detection using Computer Vision and Deep Learning
    Priyadarsini Samal
    Area of Research: EEG-based BCI Applications using ML/DL-based Methods
    Sheena Rani R
    Area of Research: Artificial Intelligence
    Previous PhD Students
    G. Jhansi Rani (2025)
    Area of Research: Some Investigations on Machine Learning & Deep Learning techniques for Lower Limb Activity Prediction using Surface Electromyography (sEMG) Signal
    Ch.Balarammurthy (2023)
    Area of Research: DESIGN AND DEVELOPMENT OF EMBEDDED VISION BASED OBJECT DETECTORS FOR AUTONOMOUS DRIVING APPLICATION
    B. Thulasy Naik (2023)
    Area of Research: Some Investigations on Deep Learning Techniques for accurate Ball/Player Detection, Tracking in Soccer and Predicting Trajectories of Basketball
    CONFERENCE / WORKSHOP / SYMPOSIUM / SHORT TERM COURSE / FACULTY DEVELOPMENT PROGRAMME
    ADDITIONAL RESPONSIBILITIES
    •  Time Table In-charge at ECE Dept, NIT Warangal (Continuing from January, 2022)
    •  Faculty Advisor- ISTE Students Chapter, NIT Warangal September 2019- September 2021. (September, 2019 - September, 2021)
    •  1/1 B.tech Basics Electronics Engineering (BLE) Course Coordinator at ECE Dept, NIT Warangal from July 2019-Dec 2019. ( 1 Semester) (July, 2019 - December, 2019)
    •  Library Advisory Committee Member, NIT Warangal (Continuing from July, 2019)
    •  4/4 B.Tech. Faculty Advisor at ECE Dept. NIT Warangal from July 2018-June 2019. ( 2 Semsters) (July, 2018 - June, 2019)
    •  Dept. Web In-charge and & Free and Open Source Software Lab I/C at ECE Dept. NIT Warangal July 2018- Jan 2022. (July, 2018 - January, 2022)
    •  Lab In-charge of Microprocessor/Microcontroller Lab at ECE Dept. NIT Warangal (Continuing from July, 2018)
    •  I worked as a Coordinator for SAR- Criteria-5 of NBA at ECE Department, Anurag Group of Institutions, Hyderabad (Nov. 2015- March 2018). (November, 2015 - March, 2018)
    •  I worked as a HOD In-charge (III Year) ECE Department, Anurag Group of Institutions, Hyderabad (Nov. 2015- March 2018). (November, 2015 - March, 2018)
    •  I worked on the SAR report of NBA at ECE Department in the Year 2014-2015, VNIT Nagpur . (January, 2013 - January, 2015)
    •  I worked as an Active Member of Departmental Committee member for arranging various workshops and symposium at VNIT(Sept. 2012- May 2014) (September, 2012 - May, 2014)
    •  I worked as an Assistant warden of VNIT hostel Block 2 and Hostel Block 6 for two consecutive years (2012-2014). (January, 2012 - January, 2014)
     Last updated on February 3, 2026