A Novel Video Segmentation Algorithm with Shadow Cancellation and Adaptive Threshold Techniques. - C. P. Yasira Beevi; S. Natarajan 001 (FGIT-SIP, 2009)

A smart automatic thumbnail cropping based on attention driven regions of interest extraction. - I. S. Amrutha; S. S. Shylaja; S. Natarajan 001; K. N. Balasubramanya Murthy (ICIS, 2009)

An enhanced clusterer aggregation using nebulous pool. - R. J. Anandhi; S. Natarajan 001; Sunitha Abburu (A2CWiC, 2010)

Aggregation of Gabor wavelets and curvelets with PCA for efficient retrieval of face images. - S. S. Shylaja; S. Natarajan 001; K. N. Balasubramanya Murthy; K. G. Abhijit; Jayashree Diwakar; S. Mohammed Saifulla (A2CWiC, 2010)

Association-rule-based tuberculosis disease diagnosis. - T. Asha; S. Natarajan 001; K. N. Balasubramanya Murthy (ICDIP, 2010)

Face detection in color images using skin color, Laplacian of Gaussian, and Euler number. - Shylaja Saligrama Sundara Raman; Balasubramanya Murthy Kannanedhi Narasimha Sastry; Natarajan Subramanyam; Ramya Senkutuvan; Radhika Srikanth; Nikita John; Prateek Rao (ICDIP, 2010)

Associative classification in the prediction of tuberculosis. - T. Asha; S. Natarajan 001; K. N. Balasubramanya Murthy (ICWET, 2011)

A Data Mining Approach to the Diagnosis of Tuberculosis by Cascading Clustering and Classification - T. Asha; S. Natarajan 001; K. N. Balasubramanya Murthy (CoRR, 2011)

Privacy Protected Mining Using Heuristic Based Inherent Voting Spatial Cluster Ensembles. - R. J. Anandhi; S. Natarajan 001 (SocProS, 2012)

Optimization of Association Rules for tuberculosis using Genetic Algorithm. - T. Asha; S. Natarajan 001; K. N. Balasubramanya Murthy (Int. J. Comput., 2013)

Face Recognition using VLAD and its Variants. - A. Vinay; Vinay S. Shekhar; Akshay Kumar C.; Avani S. Rao; Gaurav R. Shenoy; K. N. Balasubramanya Murthy; S. Natarajan 001 (ICCCT, 2015)

Public health allergy surveillance using micro-blogs. - Kruti Nargund; S. Natarajan 001 (ICACCI, 2016)

Clustering using Cuckoo search levy flight. - Aishwarya Palaiah; Akshata H. Prabhu; Reetika Agrawal; S. Natarajan 001 (ICACCI, 2016)

How social media can contribute during disaster events? Case study of Chennai floods 2015. - Neha Pandey; S. Natarajan 001 (ICACCI, 2016)

A Sparse and Inlier Based SIFT and SURF Features for Automated Face Recognition. - A. Vinay; Vinay S. Shekhar; Vasudha S. Shekar; S. Natarajan 001; K. N. Balasubramanya Murthy (ICIA, 2016)

Affine-scale invariant feature transform and two-dimensional principal component analysis: a novel framework for affine and scale invariant face recognition. - A. Vinay; Vinay S. Shekhar; Akshay Kumar C.; S. Natarajan 001; K. N. Balasubramanya Murthy (IET Comput. Vis., 2016)

Approaches to Question Answering Using LSTM and Memory Networks. - G. Rohit; Ekta Gautam Dharamshi; Natarajan Subramanyam (SocProS (1), 2017)

Learned Invariant Feature Transform and Extreme Learning Machines for Face Recognition. - A. Vinay; Nishanth S. Hegde; S. K. Tejas; Naveen V. Patil; S. Natarajan 001; K. N. Balasubramanya Murthy (SocProS (2), 2017)

Classification of Urban Data using Satellite Imaging. - Akarsh Bolar; Rohan N. Kanuri; Skanda Shrihari; S. Natarajan 001; Kannan Nagajothi (ICACCI, 2018)

Activation Function Optimizations for Capsule Networks. - B. Gagana; H. A. Ujjwal Athri; S. Natarajan 001 (ICACCI, 2018)

Face recognition using interest points and ensemble of classifiers. - A. Vinay; Pratik Rajesh Sampat; Sagar V. Belavadi; R. Pratik; B. S. Nikitha Rao; Rahul Ragesh; K. N. Balasubramanya Murthy; S. Natarajan 001 (RAIT, 2018)

SOM-VLAD Based Feature Aggregation for Face Recognition Using Keypoint Fusion. - A. Vinay; Ajaykumar S. Cholin; Aditya D. Bhat; Arnav Ajay Deshpande; K. N. Balasubramanya Murthy; S. Natarajan 001 (RTIP2R (2), 2018)

Optimal Search Space Strategy for Infrared Facial Image Recognition Using Capsule Networks. - A. Vinay; Abhijay Gupta; Aprameya Bharadwaj; Arvind Srinivasan 002; K. N. Balasubramanya Murthy; S. Natarajan 001 (RTIP2R (2), 2018)

A New Backpropagation Algorithm without Gradient Descent. - Varun Ranganathan; S. Natarajan 001 (CoRR, 2018)

Dynamic Models for Entity Trajectory Prediction Using Deep Learning. - Dhanya Raghu; Apoorva K. H; Anjana Anil Kumar; S. Natarajan 001 (J. Comput., 2018)

Image Processing, Textural Feature Extraction and Transfer Learning based detection of Diabetic Retinopathy. - Anjana Umapathy; Anusha Sreenivasan; Divya S. Nairy; S. Natarajan 001; B. Narasinga Rao (ICBBB, 2019)

SDE-KG: A Stochastic Dynamic Environment for Knowledge Graphs. - Varun Ranganathan; Natarajan Subramanyam (PKDD/ECML Workshops (1), 2019)

Hyperparameter optimisation for Capsule Networks. - B. Gagana; S. Natarajan 001 (EAI Endorsed Trans. Cloud Syst., 2019)

Validating Tantra Framework using entropy. - Shreekanth M. Prabhu; Balasubramanya Murthy Kannanedhi Narasimha Sastry; Natarajan Subramanyam (Soc. Netw. Anal. Min., 2019)

Real-Time Driver Drowsiness Detection using Facial Action Units. - Malaika Vijay; Nandagopal Netrakanti Vinayak; Maanvi Nunna; Natarajan Subramanyam (ICPR, 2020)

Methods and Analysis of The First Competition in Predicting Generalization of Deep Learning. - Yiding Jiang; Parth Natekar; Manik Sharma; Sumukh K. Aithal; Dhruva Kashyap; Natarajan Subramanyam; Carlos Lassance; Daniel M. Roy 001; Gintare Karolina Dziugaite; Suriya Gunasekar; Isabelle Guyon; Pierre Foret; et al. (NeurIPS (Competition and Demos), 2020)

GrCluster: a score function to model hierarchy in knowledge graph embeddings. - Varun Ranganathan; Siddharth Suresh; Yash Mathur; Natarajan Subramanyam; Denilson Barbosa 001 (SAC, 2020)

Transfer Learning using Neural Ordinary Differential Equations. - Rajath S; Sumukh K. Aithal; Natarajan Subramanyam (CoRR, 2020)

Surveillance of COVID-19 Pandemic using Hidden Markov Model. - Shreekanth M. Prabhu; Natarajan Subramanyam (CoRR, 2020)

Graph Based Temporal Aggregation for Video Retrieval. - Arvind Srinivasan 002; Aprameya Bharadwaj; Aveek Saha; Natarajan Subramanyam (CoRR, 2020)

Domain Shift in Capsule Networks. - Rajath S; Sumukh K. Aithal; Natarajan Subramanyam (ICPRAM, 2021)

Optimization of Image Embeddings for Few Shot Learning. - Arvind Srinivasan 002; Aprameya Bharadwaj; Manasa Sathyan; S. Natarajan 001 (ICPRAM, 2021)

Robustness to Augmentations as a Generalization metric. - Sumukh K. Aithal; Dhruva Kashyap; Natarajan Subramanyam (CoRR, 2021)

Unconstrained Face Recognition using ASURF and Cloud-Forest Classifier optimized with VLAD. - A. Vinay; Aviral Joshi; Hardik Mahipal Surana; Harsh Garg; K. N. Balasubramanya Murthy; S. Natarajan 001 (CoRR, 2021)

Analysis of Indian Agricultural Ecosystem using Knowledge-based Tantra Framework. - Shreekanth M. Prabhu; Natarajan Subramanyam (CoRR, 2021)

VQA as a factoid question answering problem: A novel approach for knowledge-aware and explainable visual question answering. - Abhishek Narayanan; Abijna Rao; Abhishek Prasad; Natarajan Subramanyam (Image Vis. Comput., 2021)

Decentralized Digital Currency System using Merkle Hash Trees. - Shreekanth M. Prabhu; Natarajan Subramanyam; Shreya P. Krishnan; Brindavana Sachidananda (CoRR, 2022)

WSSL: Weighted Self-supervised Learning Framework For Image-inpainting. - Shubham Gupta; Rahul Kunigal Ravishankar; Madhoolika Gangaraju; Poojasree Dwarkanath; Natarajan Subramanyam (CoRR, 2022)

Scene Description Using Keyframe Extraction and Image Captioning. - Daniel Lester Saldanha; Raghav T. Kesari; K. Rahul Srinivas; S. Natarajan 001 (AIIoT, 2023)

Weight-based multi-stream model for Multi-Modal Video Question Answering. - Mohith Rajesh; Sanjiv Sridhar; Chinmay Kulkarni 003; Aaditya Shah; Natarajan S. 001 (FLAIRS, 2023)

Optimal KAZE and AKAZE Features for Facial Similarity Matching. - A. Vinay; Kishan Athirala Vasu; Pranav Yogi Lodha; S. Natarajan 001; T. S. B. Sudarshan (ICACDS, 2023)

Ingredient Detection, Title and Recipe Retrieval from Food Images. - Bhavikha Chopra; Gitika Jain; N. Mahendra; Snigdha Sinha; S. Natarajan 001 (ICUFN, 2023)

SiDIP - Deep Image Prior to Improve Siamese Network Performance on Noisy Images. - Ganesh Mayya K; Swathi Karanth; Gagan H. R; Sumukh S. Kowndinya; S. Natarajan 001 (SSIP, 2024)

Enhancing Citizen Satisfaction Using Citizen-Facing Process Mining. - Shreekanth M. Prabhu; Natarajan Subramanyam; V. Jagadishwari (Transforming Public Services, 2024)

An Ensemble Approach to Music Source Separation: A Comparative Analysis of Conventional and Hierarchical Stem Separation. - Saarth Vardhan; Pavani R. Acharya; Samarth S. Rao; Oorjitha Ratna Jasthi; S. Natarajan 001 (EvoMUSART, 2025)