L
Luc Van Gool
Researcher at Katholieke Universiteit Leuven
Publications - 1458
Citations - 137230
Luc Van Gool is an academic researcher from Katholieke Universiteit Leuven. The author has contributed to research in topics: Computer science & Segmentation. The author has an hindex of 133, co-authored 1307 publications receiving 107743 citations. Previous affiliations of Luc Van Gool include Microsoft & ETH Zurich.
Papers
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Book ChapterDOI
Video mining with frequent itemset configurations
TL;DR: In this article, a method for mining frequently occurring objects and scenes from videos is presented, which is based on the class of frequent itemset mining algorithms, which have proven their efficiency in other domains, but have not been applied to video mining before.
Proceedings ArticleDOI
PathTrack: Fast Trajectory Annotation with Path Supervision
TL;DR: In this article, a path supervision framework is proposed to annotate trajectories and use it to produce a MOT dataset of unprecedented size, with more than 15,000 person trajectories in 720 sequences.
Posted Content
Efficient Two-Stream Motion and Appearance 3D CNNs for Video Classification
TL;DR: This work presents some novel deep CNNs using 3D architecture to model actions and motion representation in an efficient way to be accurate and also as fast as real-time.
Book ChapterDOI
2D action recognition serves 3D human pose estimation
TL;DR: This work proposes a particle-based optimization algorithm that can efficiently estimate human pose even in challenging in-house scenarios and can directly integrate the results of a 2D action recognition system as prior distribution for optimization.
Proceedings ArticleDOI
SMIT: Stochastic Multi-Label Image-to-Image Translation
TL;DR: In this article, a joint framework of diversity and multi-mapping image-to-image translations is proposed, using a single generator to conditionally produce countless and unique fake images that hold the underlying characteristics of the source image.