4 papers
JigSync: Gauge-Resolved Synchronization for Jigsaw Reassembly under Unknown Piece Orientation
Soham Pahari, Antik Aich Roy, Ujjwal Bhattacharya
Square jigsaw reassembly requires recovering the spatial arrangement of shuffled fragments from their visual content and pairwise relationships. While recent studies have made subs…
Learning Human Visual Attention on 3D Surfaces through Geometry-Queried Semantic Priors
Soham Pahari, Sandeep C. Kumain
Human visual attention on three-dimensional objects emerges from the interplay between bottom-up geometric processing and top-down semantic recognition. Existing 3D saliency method…
Lifting Vision: Ground to Aerial Localization with Reasoning Guided Planning
Soham Pahari, M. Srinivas
Multimodal intelligence development recently show strong progress in visual understanding and high level reasoning. Though, most reasoning system still reply on textual information…
Air Quality Prediction Using LOESS-ARIMA and Multi-Scale CNN-BiLSTM with Residual-Gated Attention
Soham Pahari, Sandeep Chand Kumain
Air pollution remains a critical environmental and public health concern in Indian megacities such as Delhi, Kolkata, and Mumbai, where sudden spikes in pollutant levels challenge…