Professor,
Department of Computer Science and Engineering,
iHUB Divyasampark Chair Professor,
Joint Faculty, Mehta Family School of Data Science and Artificial Intelligence,
Indian Institute of Technology Roorkee, 247667, India.
Research Areas: Machine Learning, Image and Video Processing, Medical Imaging, Computer Vision, Activity Recognition, Pattern Recognition, Privacy-Preserving Computing, Data Security.
bala[at]cs.iitr.ac.in
Home-page
Geometric Deep Learning
Personal Website
Image Processing using ML
Image Processing using ML
Remote Sensing & GIS
Fellow Name | Research Area | Tenure | Present Position |
---|---|---|---|
Dr. Asha Rani | Under CSIR Project entitled 'Digital Watermarking for Rightful Ownership and Copyright Protection' | Jun 2011 - Mar 2014 | - |
Dr. Asha Rani | Under DST WOS-A Project entitled 'Multimodal Biometric based person Authentication and Identification System' | Oct 2014- Oct 2017 | - |
Dr. Priyanka Singh | Under DeitY Project in 'Multimedia Security' | Jan 2016- Jan 2017 | Lecturer of Cyber Security, University of Queensland, Australia |
Dr. Debanjan Sadhya | Under Institute Post Doctoral Fellow in 'Privacy Preserving Data Deduplication in Cloud' | July 2017 - Feb 2019 | Assistant Professor at IIITM Gwalior |
Dr. Nidhi Saxena | Under Institute Post Doctoral Fellow in 'Privacy Preserving Data Deduplication in Cloud' | Feb 2019 - Aug 2020 | Assistant Professor at Madhav Insitute of Technology and Science (MITS), Gwalior |
Dr. Shubham Saini | Under Project from SmartAlpha Pvt. Limited entitled 'AI-Driven Trading Platform' | March 2023 - June 2023 | Assistant professor at University of Delhi |
Scholar Name | PhD Thesis Topic | Research Tenure | Present Position |
---|---|---|---|
Dr. Sanjeev Kumar | Reconstruction and Motion estimation of 3D objects: Error Analysis and Simulation Studies | Jul 2004 - Mar 2008 | Professor at IIT Roorkee |
Dr. Gaurav Bhatnagar | Emphasized Digital Watermarking on Singular Value Decomposition in Frequency Domain | Jul 2006 - Sep 2009 | Professor at IIT Jodhpur |
Dr. Nidhi Taneja | Security Solutions for Still Visual Data | Jan 2007 - May 2010 | Professor and Head at Indira Gandhi Delhi Technical University For Women, Delhi |
Dr. Manoj Kumar | Reconstruction of 3-D Objects using Shape From Shading Algorithms | Jul 2006 - Dec 2010 | Assistant Professor at Babasaheb Bhimrao Ambedkar Central University, Lucknow |
Dr. Sanjay Rawat | Digital Watermarking for Copyright Protection and Authentication | Jan 2008 - June 2011 | Assistant Professor at THDC Institute of Hydropower Engineering and Technology, Tehri Garhwal |
Dr. Anil Balaji Gonde | Local and Global Descriptors using Wavelet based features for Image Retrieval | Jul 2007-Aug 2011 | Associate Professor at SGGSIE&T, Nanded |
Dr. Subrahmanyam Murala | Design and Integration of feature descriptors for Content Based Image Retrieval | Aug 2009-Apr 2012 | Associate Professor at Trinity College Dublin, Ireland |
Dr. Sanoj Kumar | Robust Estimation of Optical Flow and Disparity map from Image Sequence | Jul 2008 - Dec 2012 | Assistant Professor at University of Petroleum and Energy Studies, Dehradun |
Dr. Mohit Srivastava | Quantitative Approaches for Object Based Image Analysis of Satellite Data | Jan 2009 - July 2013 | - |
Dr. Himanshu Agarwal | Multipurpose Invisible and Visible Digital Image Watermarking Schemes | July 2009 - July 2014 | Assistant Professor at Jaypee Institute of Technology, Noida |
Dr. Prabhu Natarajan | Study of Some Information Extraction Techniques for Hyperspectral Imaging | Jul 2010- Oct 2014 | - |
Dr. Manisha Verma | New Feature Descriptors for Image Retrieval, Object Tracking and Shot Detection | Jul 2012- Dec 2015 | Assistant Professor at IIT (ISM) Dhanbad |
Dr. Tasneem Ahmed | Development of Land Surface Monitoring Algorithms for Satellite Images | Jan 2012 - Jan 2016 | Associate Professor at Integral University Lucknow |
Dr. Pushpendra Kumar | Some Efficient Algorithms for Optical Flow Estimation | Jul 2011 - Jul 2016 | Assistant Professor at NIT Bhopal |
Dr. Bhavik Patel | Face Image Analysis for Soft Biometric Classification | Jul 2013 - Dec 2016 | Senior Technical Writer at MathWorks |
Dr. Arun Singh Pundir | Multi-Color-Model Video Analysis for Fire and Smoke Detection | Dec 2014 - Mar 2018 | Assistant Professor at Thapar Institute of Engineering & Technology, Patiyala |
Dr. Rahul Nijhawan | Machine Learning Models for Snow, Glacier Terrain and Hazard Mapping | Dec 2014 - May 2018 | Assistant Professor at Thapar Institute of Engineering & Technology, Patiyala |
Dr. Anjali Gautam | Brain Lesion Delineation and Classification | Jul 2015 - Jan 2019 | Assistant Professor at IIIT Allahabad |
Dr. Amitesh Singh Rajput | Privacy-Preserving Approach for Cloud based Multimedia Computing | Dec 2015 - Aug 2019 | Assistant Professor at BITS Pilani |
Dr. Javed Imran | Human Activity Recognition Using Deep Learning Techniques | Jul 2016 - Jul 2020 | Assistant Professor at Thapar Institute of Engineering & Technology, Patiala |
Dr. Vivekraj | Autonomous video skimming: Taxonomy, Frameworks and Quantitative Evaluation | Dec 2014 - Oct 2020 | Assistant Professor at IIIT Dharwad |
Dr. Ankur Gupta | Design Automation of Decision Support Systems for Cardiocvascular Disease Prediction | Jul 2015 - Dec 2020 | Assistant Professor at Netaji Subhas University of Technology (NSUT) |
Dr. Vishesh Tanwar | Privacy-Preserving Algorithms For Multimedia Processing Over Cloud | Dec 2015 - Dec 2020 | Post Doctoral Fellow at UCF, USA |
Dr. Himanshu Buckchash | Unsupervised Human Activity Recognition and Generation | Dec 2015 - Jul 2021 | Post Doctoral Fellow at UiT Tromso, Norway |
Late Dr. Rahul Kumar | Delineation and Classification of Brain Tumor using MRI Sequences | Mar 2017 - Sep 2021 | Assistant Professor at RGIPT, Amethi (May 2022 - July 2023) |
Dr. Rahul Kumar | Design and Analysis of Image and Video Dehazing VLSI Architectures | Dec 2016 - Sep 2021 | - |
Dr. Gyanendra | VLSI Architecture for Efficient Computation of Fast Fourier and Wavelet Transforms | Dec 2016 - Sep 2021 | Application Engineer at Qualcomm, Hyderabad |
Dr. Ridhi Arora | Computer-Aided Diagnosis of Breast Lesion and Skin Lesion using Delineation and Classification Approaches | Mar 2017 - Dec 2021 | Post Doctoral Fellow at University of Pittsburgh, USA |
Dr. Puneet Kumar | Multimodal Emotion Analysis using Deep Learning Techniques | July 2018 - Aug 2022 | Post Doctoral Researcher at the Center for Machine Vision and Signal Analysis, University of Oulu, Finland. |
Dr. Gaurav Bhardwaj | Biped Robot Trajectory Planning | July 2017 - Dec 2022 | Managing Director & CEO, PaiByTwo |
JRF Name | Sponsoring Agency | Tenure |
---|---|---|
Dr. Asha Rani | ISRO Project | June 2007 to December 2007 |
Dr. Gaurav Gupta | ISRO Project | October 2007 to August 2010 |
Dr. Deepak Murugan | ISRO Project | April 2013 to February 2015 |
Mr. Ankit Sharma | Samsung Project | January 2019 to July 2019 |
Intern Name | Institute | Research Area | Tenure |
---|---|---|---|
Siddhant Chourasia | IIT Bombay | Medical Imaging | June-July 2023 |
V Nithya | IIT Kharagpur | Earthquake Damage Detection | June-July 2023 |
Aditya Roshan | IIT Kharagpur | Earthquake Damage Detection | March 2023 onwards |
Yogeshwari Bisht | IIT Kharagpur | Earthquake Damage Detection | March 2023 onwards |
Abhishek | IIT Madras | Biped Robot Trajectory Planning | Feb-July 2022 |
Anjali Raj | IIT Kharagpur | Visual Dialog Generation | July-Nov 2021 |
Vishesh Kaushik | IIT Kanpur | Emotion AI (Published a paper in INTERSPEECH'21) | June-Sep 2020 |
Rushali Chakraborty | IIT Kharagpur | Medical Imaging | July-Sep 2020 |
Siddharth Solanki | IIT Goa | Sign Language Recognition (Won IIT-R SPARK Best Project Presentation Award) | June-July 2020 |
Sourav Sahoo | IIT Madras | Emotional Speech Synthesis (Published a paper in ACPR'19) | May-July 2019 |
Prateek Kumar Rai | IIT Patna | Mammogram Classification & Segmentation (Published a paper in Springer MBEC Journal) | May-July 2019 |
Ayush Sharma | NIT Hamirpur | Medical Imaging | May-July 2019 |
Conference | Title | Presenter |
---|---|---|
Convocation 2022 at IIT Roorkee | Gyanendra receiving his degree | Dr. Gyanendra (PhD, ECE) |
Convocation 2022 at IIT Roorkee | Rahul Kumar receiving his degree | Dr. Rahul Kumar (Ph.D., CSE) |
Convocation 2022 at IIT Roorkee | Rahul Kumar receiving his degree | Dr. Rahul Kumar (Ph.D., ECE) |
Convocation 2022 at IIT Roorkee | Gaurav Bhardwaj receiving his degree | Dr. Gaurav Bhardwaj (Ph.D., CSE) |
MIPRw'22 | An efficient multi-functional deep learning model for medical image classification | Kishore Babu Nampalle |
MIPRw'22 | Automatic Evaluation of Machine Generated Feedback for Text and Image Data | Puneet Kumar |
ICPR'22 | Towards Improved Skin Lesion Classification using Metadata Supervision | Anshul Pundhir |
INTERSPEECH'21 | Towards the Explainability of Multimodal Speech Emotion Recognition | Puneet Kumar |
ICIP'21 | Hybrid Fusion Based Multimodal Emotion Recognition with Insufficient Labelled Data | Puneet Kumar |
EUSIPCO'21 | A Deep Neural CNN Model with CRF for Breast Mass Segmentation in Mammograms | Ridhi Arora |
ICVGIP'21 | Towards Interpretable Facial Emotion Recognition | Puneet Kumar |
CVIP'21 | Region Extraction Based Approach For Cigarette Usage Classification Using Deep Learning | Anshul Pundhir |
ICIP'20 | Human Motion Generation by Stochastic Conditioning of Deep Recurrent Networks on Pose Manifolds | Himanshu Buckchash |
ICTAI'20 | DuTriNet for Self-Supervised Action Recognition by Modeling Temporal Correlations | Himanshu Buckchash |