Machine learning based video segmentation of moving scene by motion index using IO detector and shot segmentation. - G. Balachandran; J. Venu Gopala Krishnan (Image Vis. Comput., 2022)

Moving scene-based video segmentation using fast convolutional neural network integration of VGG-16 net deep learning architecture. - G. Balachandran; J. Venu Gopala Krishnan (Int. J. Model. Simul. Sci. Comput., 2023)

Optimized Global Aware Siamese Network based Monkeypox disease classification using skin images. - A. Muthulakshmi; C. H. Venkata Siva Prasad; G. Balachandran; S. Ranjith (Biomed. Signal Process. Control., 2025)

Energy-efficient hierarchical dynamic depth adjustment routing protocol for UWSN with distributed sink mobility and semantic self-healing. - T. R. Chenthil; G. C. Jagan; S. Ranjith; G. Balachandran (J. Netw. Comput. Appl., 2025)

Advanced speech emotion recognition utilizing optimized equivariant quantum convolutional neural network for accurate emotional state classification. - G. Balachandran; S. Ranjith; G. C. Jagan; T. R. Chenthil (Knowl. Based Syst., 2025)

A Quantum-Inspired Source-Distributed Opportunistic Routing Protocol for Reliable Routing in Underwater Wireless Sensor Networks. - T. R. Chenthil; G. Balachandran; S. Ranjith; E. Sakthivel (Concurr. Comput. Pract. Exp., 2025)

Facial expression-based emotion recognition across diverse age groups: a multi-scale vision transformer with contrastive learning approach. - G. Balachandran; S. Ranjith; T. R. Chenthil; G. C. Jagan (J. Comb. Optim., 2025)

Trust-Based Multi-Objective Cluster Head Selection for Optimal and Secure Routing in Wireless Networks. - G. C. Jagan; V. Remya; G. Balachandran; S. Ranjith (Int. J. Commun. Syst., 2025)