Specialization

Computer Vision/Image Processing

Email

jhilik@thapar.edu

1. Education:

Details of Journals

• S Modi, J Bhattacharya, P Basak, Multistep traffic speed prediction: A deep learning based approach using latent space mapping considering spatio-temporal dependencies, Expert Systems with Applications, 116140

• J Bhattacharya, T Bhatia, HS Pannu, Improved search space shrinking for medical image retrieval using capsule architecture and decision fusion, Expert Systems with Applications , 171, 114543, 2021
• S Marsi, J Bhattacharya, R Molina, G Ramponi, A Non-Linear Convolution Network for Image Processing, Electronics 10 (2), 201, 2021
• S Modi, J Bhattacharya, P Basak, Convolutional neural network–bagged decision tree: a hybrid approach to reduce electric vehicle’s driver’s range anxiety by estimating energy consumption in real-time, Soft Computing, pg.1-18, 2021
• S Modi, J Bhattacharya, P Basak, Estimation of energy consumption of electric vehicles using Deep Convolutional Neural Network to reduce driver’s range anxiety, ISA transactions 98, pg. 454-470, 2020
• J Bhattacharya, G Ramponi, Speeded-up Convolution Neural Network for classification tasks using multiscale 2-dimensional decomposition, Neurocomputing 410, pg. 61-70, 2020
• J Bhattacharya, RK Sharma, Ranking-based triplet loss function with intra-class mean and variance for fine-grained classification tasks, Soft Computing 24 (20), 15519-15528,2020
• Kansal, S., Bhattacharya, J., Srivastava, V. Automated full-field polarization-sensitive optical coherence tomography diagnostic systems for breast cancer, Applied Optics, 2020, 59(25), pp. 7688–7693
• Kansal, S., Goel, S., Bhattacharya, J., Srivastava, V. Generative adversarial network-convolution neural network based breast cancer classification using optical coherence tomographic images, Laser Physics, 2020, 30(11), 115601
• B Kaur, J Bhattacharya, A convolutional feature map-based deep network targeted towards traffic detection and classification, Expert Systems with Applications 124, pg. 119-129 2019
• B Kaur, J Bhattacharya, Scene perception system for visually impaired based on object detection and classification using multimodal deep convolutional neural network, Journal of Electronic Imaging 28 (1), 013-031, 2019
• Ravneet Kaur, Inderveer Chana, Jhilik Bhattacharya,Data deduplication techniques for efficient cloud storage management: a systematic review, The Journal of Supercomputing, 1-51, Vol 74,2017.
• Baljit Kaur and Jhilik Bhattacharaya ,Predictive hierarchical human augmented map generation for itinerary perception , IET Electronic Letters, Vol 52, 2016
• Sachin Meena and Jhilik Bhattacharya, “Video compression using stenographic techniques”,International Journal of Innovations & Advancement in Computer Science (IJIACS-15), Vol. 4 ISSN (2347 – 8616) 2015.
• Gautam, R., Kumar. S, & Bhattacharya, J, “CPU mining Malware: Complete Analysis of Real World Virus”, International Journal of Research in Advent Technology, Vol. 3 (9), 2015
• Kapil Yadav and Jhilik Bhattacharya, “HCI System for Windows Application”, International Journal of Innovations & Advancement in Computer Science (IJIACS-15), Vol. 4 ISSN (2347 –8616) 2015.
• Bhattacharya, J., G. Sanyal, and S. Majumder. "A Robust Biometric Image Texture Descripting Approach." International Journal of Computer Applications 53, no. 3 (2012)
• Bhattacharya, Dr. S. Majumder, and Dr. G. Sanyal, "A Novel Face Recognition Approach using a Multimodal Feature Vector", International Journal of Advanced Engineering and Technology, Volume 3, Issue 1, 2012
• Bhattacharya, Dr. S. Majumdar, and G. Sanyal, "A Modeling of Shape Descripting Approaches using Local Patterns of High Gradient Points", International Journal of Comp. Trends and Technology, Vol. 1, Issue 2, 2011.
• Bhattacharya, J., S. Majumder, and G. Sanyal. "Automatic Inspection of Braille character: A Vision based approach." International Journal of computer and Organization trends (2011)

Details of Conference

• B Kaur, J Bhattacharya,A Hybrid Approach for Scene Matching used for Autonomous vehicles,ICC,2021
• Bhattacharya, J., Ridgway, P. & Lacey, G. Measuring surgical knot tying with 3D vision and VR gloves, 21st Irish Machine Vision and Image Processing conference, Technical University Dublin, Aug 28-30 , 2019, 155 - 164
• S Marsi, L De Bortoli, F Guzzi, J Bhattacharya, F Cicala, S Carrato, A Canziani,G Ramponi,A face recognition system using off-the-shelf feature extractors and an ad-hoc classifier, International Conference on Applications in Electronics Pervading Industry,2018
• B Kaur, J Bhattacharya, Augmented Map Based Traffic Density Estimation for Robot Navigation, IEEE Region Ten Symposium (Tensymp), 2018, 254-259
• Sharma S, Modi S, Bhattacharya J,Hand Gesture Recognition using Gaussian Threshold and Different SVM Kernels,ICACDS 2018
• Jhilik Bhattacharya, Francesco Guzzi, Stefano Marsi, Sergio Carrato, and Giovanni Ramponi,Real-time DNN-based Face Identification for the Blind,Proc. Applications in Electronics Pervading Industry, Environment and Society, ApplePies 2017
• Jhilik Bhattacharya,Stefano Marsi,Sergio Carrato,Herbert Frey,Giovanni Ramponi,Feeding a DNN for face verification in video data acquired by a visually impaired user, 40th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) , 2017
• S Carrato, S Marsi, G Ramponi, J Bhattacharya, F Guzzi, A Neural Network Based System for Face Identification by a Blind User, 49TH Annual Meeting of the Associazione Societa Italiana di Electronica, 2017
• A Singh, J Bhattacharya, S Modi , Face as Bio-Metric Password for Secure ATM Transactions, Proceedings of Sixth International Conference on Soft Computing for Problem Solving,2017
• Aastha Goel,Jhilik Bhattacharya,Anika,Robot relay: An optimal path planning for multiple client service, International Conference on Inventive Computation Technologies, 2016
• Gautam, Rohitkumar, Sanjeev Kumar, and Jhilik Bhattacharya. "Optimized virtual honeynet with implementation of host machine as honeywall." In 2015 Annual IEEE India Conference (INDICON), pp. 1-6. IEEE, 2015.
• Kapil Yadav and Jhilik Bhattacharya, “Real-Time Hand Gesture Detection and Recognition for Human Computer Interaction,” Advances in Intelligent Systems and Computing Series, Vol.384, pp. 559-567, Springer, 2015.
• Meena, Sachin, and Jhilik Bhattacharya. "Encoded Scene Panorama Based Information Flow in a Multi Agent System." In Intelligent Systems Technologies and Applications, pp. 541-548. Springer International Publishing, 2015
• S. Lakshmiprabha, J. Bhattacharya and Dr. S .Majumdar, "Logarithmic Fourier PCA: A New Approach To Face Recognition”, IASTED CV, ActaPress ,1-4 June 2011
• Rekha, J., J. Bhattacharya, and S. Majumder. "Hand gesture recognition for sign language: A new hybrid approach." In Proc. the Conference on Image Processing Computer Vision and Pattern Recognition, pp. 1-7. 2011.
• Bhattacharya, J., S. Majumder, and G. Sanyal. "Generating realtime panorama using a generalized feature vector approach." In Image Information Processing (ICIIP), 2011 International Conference on, pp. 1-6. IEEE, 2011.
• Lakshmiprabha, N. S., J. Bhattacharya, and S. Majumder. "Face recognition using multimodal biometric features." In Image Information Processing (ICIIP), 2011 International Conference on, pp. 1-6. IEEE, 2011.
• Bhattacharya, J., and S. Majumder. "Braille character recognition using generalized feature vector approach." In Computer Networks and Intelligent Computing, pp. 171-180. Springer Berlin Heidelberg, 2011.
• Lakshmiprabha, N. S., J. Bhattacharya, and S. Majumder. "Age estimation using gender information." In Computer Networks and Intelligent Computing, pp. 211-216. Springer Berlin Heidelberg, 2011.
• Rekha, J., J. Bhattacharya, and S. Majumder. "Shape, texture and local movement hand gesture features for indian sign language recognition." In 3rd International Conference on Trendz in Information Sciences & Computing (TISC2011), pp. 30-35. IEEE, 2011
• Rekha, J., J. Bhattacharya, and S. Majumder. "Improved hand tracking and isolation from face by ICondensation multi clue algorithm for continuous indian sign language recognition." In International Conference on Advanced Computing, Networking and Security, pp. 106-116. Springer Berlin Heidelberg, 2011.
• Bhattacharya and Dr. S. Majumdar, "Visual Odometric Navigation: the Generalized Feature Vector Way", 18th WSCG International Conference on Computer Graphics, Visualization and Computer Vision, 2-5 February 2010
• Bhattacharya, J., S. Majumder, and G. Sanyal. "The Gaussian Maxima Filter (GMF): A new approach for scale-space smoothing of an image." In 2010 Annual IEEE India Conference (INDICON), pp. 1-4. IEEE, 2010.
• Bhattacharya, J., and S. Majumder. "The Generalized Feature Vector (GFV): A New Approach for Vision Based Navigation of Outdoor Mobile Robot." In 14th National Conference on Machines and Mechanisms (NaCoMM). 2009.

Fellowships:

• PostDoc Fellow: Trinity College Dublin , Ireland, Feb-August 2019
• PostDoc Fellow: University of Trieste,Italy, November 2016- June 2017
• Senior Research Fellow: CSIR-CMERI , Durgapur,India, 2010-2013
• Junior Research Fellow : CSIR-CMERI, Durgapur,India, 2008-2010

 Projects:

1. Augmented map based Robot Navigation, TIET Seed Grant, 2014-16: Vision based map building for autonomous navigation
2. CAMEYE for the visually challenged , DST project-28lakhs, 2019-21 :  Developed an Android app-based object, face detection and scene classification system,  Face detection and verification using on-device Odroid-XU4
3. Video-based training technology for WHO hand hygiene protocol ,Consultancy Project Glanta,Ireland, 2000euros, 2020: Video based hand pose estimation and feedback system for handwash training
4. Area of Interest Detector, Samsung   , 2021-22: OCR from Mobile screenshots for recommendation system
5. On-device Execution ,Samsung    , 2021-22,  DL execution on ARM devices
6. Digital Village Project,Punjab, TIET-TAU Food Security Centre, 12lakhs, 2021-22 :  Precision and controlled-environment agriculture.
7. Manageble AI for low-light scene understanding tasks, Indo-Italy research grant, 2022-24