Face-Free Chest Detection Using Convolutional Neural Networks for Non-Contact Respiration Monitoring. - Aravind A Anil; Srinivasa Karthik; Jayaraj Joseph; Mohanasankar Sivaprakasam (EMBC, 2023)

Enhancing Non-Contact Heart Rate Monitoring: An Intelligent Multi-ROI Approach with Face Masking and CNN-Based Feature Adaptation. - Aravind A Anil; Srinivasa Karthik; Mohanasankar Sivaprakasam; Jayaraj Joseph (EMBC, 2024)

PhysioSens1D-NET: A 1D Convolution Network for Extracting Heart Rate from Facial Videos. - Aravind A Anil; Srinivasa Karthik; Mohanasankar Sivaprakasam; Jayaraj Joseph (EMBC, 2024)

Unsupervised Enhancement of Classical Remote PPG Algorithms using 1D-CNN and Contrastive Loss for Accurate Heart Rate Estimation. - Aravind A Anil; Srinivasa Karthik; Mohanasankar Sivaprakasam; Jayaraj Joseph (MeMeA, 2024)

PhysioLSTM: A Novel 1D Architecture for Non-Contact HR Monitoring. - Aravind A Anil; Srinivasa Karthik; Mohanasankar Sivaprakasam; Jayaraj Joseph (MeMeA, 2024)

Dynamic ROI Adaptation for Accurate Non-Contact Heart Rate Estimation Using VGG-13 based Encoder-Decoder Model and Facial Landmarks. - Aravind A Anil; Srinivasa Karthik; Mohanasankar Sivaprakasam; Jayaraj Joseph (ICASSP, 2025)