266 citations · 569 across the 17 of their papers we have counts for
4 papers · 1 filter
Tracking Passengers and Baggage Items Using Multiple Overhead Cameras at Security Checkpoints
Abubakar Siddique, Henry Medeiros
We introduce a novel framework to track multiple objects in overhead camera videos for airport checkpoint security scenarios where targets correspond to passengers and their baggag…
Unsupervised Spatio-temporal Latent Feature Clustering for Multiple-object Tracking and Segmentation
Abubakar Siddique, Reza Jalil Mozhdehi, Henry Medeiros
Assigning consistent temporal identifiers to multiple moving objects in a video sequence is a challenging problem. A solution to that problem would have immediate ramifications in…
Deep Convolutional Likelihood Particle Filter for Visual Tracking
Reza Jalil Mozhdehi, Henry Medeiros
We propose a novel particle filter for convolutional-correlation visual trackers. Our method uses correlation response maps to estimate likelihood distributions and employs these l…
Probabilistic Semantic Segmentation Refinement by Monte Carlo Region Growing
Philipe A. Dias, Henry Medeiros
Semantic segmentation with fine-grained pixel-level accuracy is a fundamental component of a variety of computer vision applications. However, despite the large improvements provid…