Current

Previous

Courses Taught

Session	Jul-Dec	Jan-Apr	May-Jul
2015-16			Adv-Algo, Adv-OS, BITSAT Dury Noida
2016-17	ADM, LogicInCS, Spl	ML, DAA, CogComputing, Spl	PS-1 at Delhi
2017-18	ADM, LogicInCS, Spl	ML, ADM, Spl	PS-1 at Lucknow
2018-19	AI, ML, Spl	ADM, ML-Lab, Spl	PS-1 at Nagda
2019-20	ADM, DL-4CV, Spl	ADM, DAA, (PG Course) wilp-AIML, Spl	PS-1 online at Goa, Kolkata, Gandhinagar, Banglore
2020-21	AI, ML, Spl	DAA, ML, Spl	PS-1 online three centers
2021-22	ADM , Deep Learning , Spl	BDS , Deep Learning , Blockchain, Spl	PS-1 online two centers
2022-23	AI , Deep Learning , Spl	Deep Learning , Spl	BITSAT Dury Nagpur
2023-24	AI, Data Mining , Spl	Computer Programming , Data Mining , Spl	PS-1 PlastPe and Cognix at Pilani
2024-25	AI, STM, Spl	CV, DAA, Spl

Session 2024-25 (2) Jan-May

1. BITS-F459: Computer Vision [IC]
2. CS-F364: Design and Analysis of Algorithms [Co-IC]
3. Special Courses (F266, F366, F376, F422, F491)

Session 2024-25 (1) Aug-Dec

1. SS-G552: Software Testing Methods (STM) (PG Course)
2. CS-F415: Data Mining [IC] for some duration before mid sem
3. CS-F407: Artificial Intelligence [IC]
4. Special Courses (F266, F366, F376, F422, F491)

Session 2023-24 (2) Jan-May

1. CS-F415: Data Mining [IC] (PG Course)
2. CS-F111: Computer Programming
3. Special Courses (F266, F366, F376, F422, F491)

Session 2023-24 (1) Aug-Dec

1. CS-F415: Data Mining (PG Course)
2. IS-ZC444: Artificial Intelligence [IC] (PG Course)
3. Special Courses (F266, F366, F376, F422, F491)

Session 2022-23 (2) Jan-May

1. BITS-F425: Deep Learning [IC]
2. Special Courses (F266, F366, F376, F422, F491)

Session 2022-23 (1) Aug-Dec

1. BITS-F425: Deep Learning [IC]
2. IS-ZC444: Artificial Intelligence [IC] (PG Course)
3. Special Courses (F266, F366, F376, F422, F491)

Session 2021-22 (2) Jan-May

1. BITS-F425: Deep Learning [IC]
2. SEZG-522: Big Data Systems [IC] (PG Course)
3. BITS-F452: Blockchain Technology
4. Special Courses (F266, F366, F376, F422, F491)

Session 2021-22 (1) Aug-Dec

1. BITS-F425: Deep Learning [IC]
2. SS-ZG548: Advanced Data Mining [IC] (PG Course)
3. Special Courses (F266, F366, F376, F422, F491)

Session 2020-21 (2) Jan-May

1. BITS-F464: Machine Learning [IC]
2. CS-F364: Design and Analysis of Algorithms [Co-IC]
3. Special Courses (F266, F366, F376, F422, F491)

Session 2020-21 (1) Aug-Dec

1. IS-ZC444: Artificial Intelligence [IC] (PG Course)
2. BITS-F464: Machine Learning [IC]
3. Special Courses (F266, F366, F376, F422, F491)

Session 2019-20 (2) Jan-May

1. SS-ZG548: Advanced Data Mining [IC] (PG Course)
2. CS-F364: Design and Analysis of Algorithms [Co-IC]
3. Certification Course WILP: AI/ML [Module-6 and capstone Proj]
4. Special Courses (F266, F366, F376, F422, F491)

Session 2019-20 (1) Aug-Dec

1. SS-ZG548: Advanced Data Mining [IC] (PG Course)
2. CS-F441: Deep Learning for NLP and Vision [Co-Instructor]
3. Special Courses (F266, F366, F376, F422, F491)

Session 2018-19 (2) Jan-Apr

1. SS-ZG548: Advanced Data Mining [IC] (PG Course)
2. BITS-F464-Lab: Machine Learning Lab
3. Special Courses (F266, F366, F376, F422, F491)

Session 2018-19 (1) Aug-Dec

1. IS-ZC464: Machine Learning [IC] (PG Course)
2. IS-ZC444: Artificial Intelligence [IC] (PG Course)
3. Special Courses (F266, F366, F376, F422, F491)

Session 2017-18 (2) Jan-Apr

1. BITS-F464: Machine Learning [IC]
2. SS-ZG548: Advanced Data Mining [IC] (PG Course)
3. Special Courses (F266, F366, F376, F422, F491)

Session 2017-18 (1) July-Dec

1. SS-ZG548: Advanced Data Mining [IC] (PG Course)
2. CS/IS-F214: Logic in Computer Science [Tutorial]
3. Special Courses (F266, F366, F376, F422, F491)

Session 2016-17 (2) Jan-Apr

1. BITS-F464: Machine Learning [IC]
2. CS-F364: Design and Analysis of Algorithms [Co-IC]
3. CS-F441: Cognitive Computing [Co-IC]
4. Special Courses (F266, F366, F376, F422, F491)

Session 2016-17 (1) July-Dec

1. SS-ZG548: Advanced Data Mining [IC] (PG Course)
2. CS/IS-F214: Logic in Computer Science [Tutorial]
3. Special Courses (F266, F366, F376, F422, F491)

Session 2015-16 (3) Summer Term

1. CS-G526: Advanced Algorithm and Complexity [IC] (PG Course)
2. CS-G623: Advanced Operating System [IC] (PG Course)

                                                                                                 

[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.