research LENVIZ: A High-Resolution Low-Exposure Night Vision Benchmark Dataset A large-scale multi-exposure benchmark dataset of over 234K frames for low-light image enhancement and multi-exposure fusion (WACV 2026). Disparity Augmentation for Image Manipulation Detection Detecting digital image manipulation and splicing under aggressive compression using disparity augmentation and anomaly enhancement (DARPA MediFor). Human-Drone Partnerships for Emergency Response Vision-based aerial situational awareness and multimodal dataset curation for human-drone collaborative emergency search and rescue (NSF). Joint Visual-Temporal Embedding for Unsupervised Action Segmentation Unsupervised action segmentation in untrimmed video sequences using joint visual-temporal embeddings (WACV 2021, MIT-IBM Watson AI Lab). Recognition of Image-Orientation-Based Iris Spoofing Detecting image-orientation iris spoofing and eye laterality using anatomical ocular features and pupil displacement (IEEE TIFS). Image Restoration & Enhancement for Visual Recognition (UG² / UG²+) Benchmarking image restoration and visual recognition under severe weather, distance, and motion blur across 150K+ frames (IEEE TPAMI, CVPR UG²+).
