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Semester 2024-25 (2)
BITS-F459: Computer Vision [IC]
- Instructor for this on-campus course. Link to course offering is here. More slides would be avilable as the class progresses.
CS-F364: Design and Analysis of Algorithms [Co-IC]
- Co-Instructor for this on-campus course. Link to course offering is here. More slides would be avilable as the class progresses.
Special Courses (F266, F366, F376, F422, F491)
- Link to current studetns is here.
| [Workshops] |
| IWADL-2023 BITS Pilani Goa Indian Workshop on Applied Deep Learning, BITS Pilani (June 12-16, 2023) link |
| [In News] |
| DeepTeeth Forget Face Unlock, Indian Researchers Have Figured Out a Way to Authenticate Mobiles With Teeth [Gadgets NDTV] [Screenrant] [Fuentitech] [Anandmarket] [Unite] |
| Lakshman Rekha IIT Mandi-Led Team with BITS Pilani Develops AI App To Track Home Quarantined COVID Patients [NDTV] |
| [Publication] |
| Future Generation Computer Systems, 2023 Pub-SubMCS: Privacy-Preserving Publish-Subscribe-based Decentralized Framework for Mobile Crowdsensing. |
| IJCNN, 2023 [-] CEMDQN: Cognitive-Inspired Episodic Memory in Deep Q-Networks. [-] SWTA: Sparse Weighted Temporal Attention for Drone-Based Activity Recognition |
| IWBF, 2023 CP-Net: Multi-Scale Core Point Localization in Fingerprints Using Hourglass Network. |
| J of Comp & Applied Mathematics, 2023 A fractional-order model to study the dynamics of spread of crime. |
| Neural Neworks, 2023 Fractional Derivative Based Weighted Skip Connections for Satellite Image Road Segmentation. |
| IJCB, 2022 DTeeth: Teeth-photo Based Human Authentication for Mobile Devices. |
| Knowledge-Based Systems, 2022 YogNet: A Two-Stream Network for Realtime Mltiperson Yoga Action Recognition and Posture Correction. |
| IJCNN, 2022 [-] YogaTube: A Video Benchmark for Yoga Action Recognition [-] MS-KARD: A Benchmark for Multimodal Karate Action Recognition [-] WTM: Weighted Temporal Attention Module for Group Activity Recognition [-] TBAC: Transformers Based Attention Consensus for Human Activity Recognition |
| Knowledge-Based Systems, 2021 FKPIndexNet: An Efficient Learning Framework Finger-Knuckle-Print Database Indexing for Faster Identification |
| Knowledge-Based Systems, 2021 ARFDNet: An Efficient Activity Recognition and Fall Detection System using Latent Feature Pooling |
| ICOIN, 2022 [-] Is This URL Safe: Detection of Malicious URLs Using Global Vector for Word Representation. [-] Multi-Vendor IOT Based Resource Sharing Using OAuth and Blockchain |
| Neural Neworks, 2021 SCITime: Privacy-Preserving Human Activity Recognition Using WiFi channel State Information. |
| Neurocomputing 2022 Applications of Fractional Calculus in Computer Vision - A Survey. |
| IEEE Access 2022 PalmHashNet: Palmprint Hashing Network for Indexing Large Databases to Boost Identification. |
| WACV 2022 Mobile based Human Identification using Forehead Creases: Application and Assessment under COVID-19 Masked Face Scenarios. |
| CODS-COMAD 2022 IrisIndexNet: Indexing on Iris Databases for Faster Identification. |
| Soft Computing 2021 Skeleton based Human Activity Recogntion using ConvLSTM and guided Feature Learning. |
| Knowledge-Based Systems 2021 A Review of Multimodal Human Activity Recognition with Special Emphasis on Classification, Applications, Challenges and Future Directions. |
| IEEE Consumer Electronics Magazine-2020 AI-biometric driven Smartphone App for strict Post-COVID Home Quarantine Management. |
| Automation in Construction-2020 Complete coverage path planning using reinforcement learning for Tetromino based cleaning and maintenance robot. |
| Neurocomputing-2020 Recent Development in Face Recognition. |
| BMVC-WODRSS 2019 SP-NET: One Shot Fingerprint Singular-Point Detectors. |
| ICPRAM-2019 HFDSegNet: Holistic and Generalized Finger Dorsal ROI Segmentation Network. |
| ICPRAM-2019 Learning Domain Specific Features using Convolutional Autoencoder: A Vein Authentication Case Study using Siamese Triplet Loss Network. |
| FTC 2019 An Efficient Singularity Detector Network for Fingerprint Images. |
| FTC 2016 A Palmprint Based Recognition System for Smart Phone. |
| [Jan-Dec 2015] |
| ICIP 2015 Indexing Fingerprint Database with Minutiae based Coaxial Gaussian Track Code and Quantized Lookup Table. |
| SSCC 2015 An Efficient Fingerprint Minutiae Detection Algorithm. |
| ICB 2015 A Touch-less Fingerphoto Recognition System for Mobile Hand-held Devices. |
| Neurocomputing Multiple Texture Information Fusion for Finger-Knuckle-Print Authentication System. |
| ICCCS 2015 Extracting High Confidence Minutiae of Fingerprint Images. |
| [Jul-Dec 2014] |
| CCBR 2014 Fingerprint Quality of Rural Population and Impact of Multiple Scanners on Recognition. |
| SSCI 2014 TARC: A Novel Score Fusion Scheme for Multimodal Biometric Systems. An Automated Multimodal Biometric System and Fusion. |
| [Jan-Jul 2014] |
| Neurocomputing An Efficient Technique for Automatic Segmentation of Fingerprint ROI from Digital Slap Image. |
| IHMMSEC 2014 Biometrics based Observer Free Transferable E-cash. |
| ICIC 2014 No-reference Fingerprint Image Quality Assessment. |
| [Jan-Dec 2013] |
| ICIC 2013 A Heuristic Technique for Performance Improvement of Fingerprint Based Integrated Biometric System. |
| ICIC 2013 Segmentation of Slap Fingerprint Images. |
| [July-Dec 2012] |
| WICT 2012 Fusion of 4-Slap Fingerprint Images with Their Qualities for Human Recognition |
| Neurocomputing Designing Palmprint Based Recognition System Using Local Structure Tensor and Force Field Transformation for Human Recognition. |
| [Jan-July 2012] |
| ICIC 2012 An Efficient Palmprint Based Recognition System Using 1D-DCT Features. |
| ICIC 2012 An Efficient Image Database Encryption Algorithm. |
| [July-Dec 2011] |
| ICIC 2011 Palmprint Based Recognition System Using Local Structure Tensor and Force Field Transformation. |