4 papers
Advanced Acceptance Score: A Holistic Measure for Biometric Quantification
Aman Verma, Seshan Srirangarajan, Sumantra Dutta Roy
Quantifying biometric characteristics within hand gestures involve derivation of fitness scores from a gesture and identity aware feature space. However, evaluating the quality of…
CPEP: Contrastive Pose-EMG Pre-training Enhances Gesture Generalization on EMG Signals
Wenhui Cui, Christopher Sandino, Hadi Pouransari +7
Hand gesture classification using high-quality structured data such as videos, images, and hand skeletons is a well-explored problem in computer vision. Leveraging low-power, cost-…
Multimodal Real-Time Anomaly Detection and Industrial Applications
Aman Verma, Keshav Samdani, Mohd. Samiuddin Shafi
This paper presents the design, implementation, and evolution of a comprehensive multimodal room-monitoring system that integrates synchronized video and audio processing for real-…
EEG-Based Mental Imagery Task Adaptation via Ensemble of Weight-Decomposed Low-Rank Adapters
Taveena Lotey, Aman Verma, Partha Pratim Roy
Electroencephalography (EEG) is widely researched for neural decoding in Brain Computer Interfaces (BCIs) as it is non-invasive, portable, and economical. However, EEG signals suff…