63 citations · 102 across the 6 of their papers we have counts for
4 papers · 1 filter
Discovering Local Binary Pattern Equation for Foreground Object Removal in Videos
Caroline Pacheco do Espirito Silva, Andrews Cordolino Sobral, Antoine Vacavant +2
Designing a novel Local Binary Pattern (LBP) process usually relies heavily on human experts' knowledge and experience in the area. Even experts are often left with tedious episode…
Inductive Graph Neural Networks for Moving Object Segmentation
Wieke Prummel, Jhony H. Giraldo, Anastasia Zakharova +1
Moving Object Segmentation (MOS) is a challenging problem in computer vision, particularly in scenarios with dynamic backgrounds, abrupt lighting changes, shadows, camouflage, and…
Graph CNN for Moving Object Detection in Complex Environments from Unseen Videos
Jhony H. Giraldo, Sajid Javed, Naoufel Werghi +1
Moving Object Detection (MOD) is a fundamental step for many computer vision applications. MOD becomes very challenging when a video sequence captured from a static or moving camer…
On the Role and the Importance of Features for Background Modeling and Foreground Detection
Thierry Bouwmans, Caroline Silva, Cristina Marghes +3
Background modeling has emerged as a popular foreground detection technique for various applications in video surveillance. Background modeling methods have become increasing effic…