527 citations · 877 across the 56 of their papers we have counts for
3 papers · 1 filter
Boundary loss for highly unbalanced segmentation
Hoel Kervadec, Jihene Bouchtiba, Christian Desrosiers +3
Widely used loss functions for CNN segmentation, e.g., Dice or cross-entropy, are based on integrals over the segmentation regions. Unfortunately, for highly unbalanced segmentatio…
Cross-Modal Distillation for RGB-Depth Person Re-Identification
Frank Hafner, Amran Bhuiyan, Julian F. P. Kooij +1
Person re-identification is a key challenge for surveillance across multiple sensors. Prompted by the advent of powerful deep learning models for visual recognition, and inexpensiv…
A Comparison of CNN-based Face and Head Detectors for Real-Time Video Surveillance Applications
Le Thanh Nguyen-Meidine, Eric Granger, Madhu Kiran +1
Detecting faces and heads appearing in video feeds are challenging tasks in real-world video surveillance applications due to variations in appearance, occlusions and complex backg…