Computer Vision

Extremal Contours: Gradient-driven contours for compact visual attribution featured image

Extremal Contours: Gradient-driven contours for compact visual attribution

Training-free method that uses gradient-driven smooth contours for compact visual attribution.

Reza Karimzadeh
Fourier Shape Representation featured image

Fourier Shape Representation

Fourier Shape Representation is a repository and research project focused on using Fourier-based techniques to represent and analyze shapes in images. The project implements …

Extremal Contours featured image

Extremal Contours

Extremal Contours is an algorithmic explainable AI method for extracting compact, smooth, and interpretable visual explanations from deep vision models. The method represents …

A Non-contact Heart Rate Estimation Framework Based on Photoplethysmography Amplitude Variation Elimination and Data Fusion

Robust non-contact heart-rate estimation from facial video using PPG amplitude normalization and multi-signal fusion.

Arash Rasti-Meymandi
Non-Contact Heart Rate Estimation from Facial Videos featured image

Non-Contact Heart Rate Estimation from Facial Videos

A computer vision–based system for estimating heart rate from facial RGB videos without physical contact. The project combines multi-color-space PPG extraction, amplitude variation …