J
Jongwoo Lim
Researcher at Hanyang University
Publications - 96
Citations - 15185
Jongwoo Lim is an academic researcher from Hanyang University. The author has contributed to research in topics: Feature (computer vision) & Video tracking. The author has an hindex of 31, co-authored 92 publications receiving 13141 citations. Previous affiliations of Jongwoo Lim include Honda & University of Illinois at Urbana–Champaign.
Papers
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Proceedings ArticleDOI
Online Object Tracking: A Benchmark
TL;DR: Large scale experiments are carried out with various evaluation criteria to identify effective approaches for robust tracking and provide potential future research directions in this field.
Journal ArticleDOI
Incremental Learning for Robust Visual Tracking
TL;DR: A tracking method that incrementally learns a low-dimensional subspace representation, efficiently adapting online to changes in the appearance of the target, and includes a method for correctly updating the sample mean and a forgetting factor to ensure less modeling power is expended fitting older observations.
Journal ArticleDOI
Object Tracking Benchmark
TL;DR: An extensive evaluation of the state-of-the-art online object-tracking algorithms with various evaluation criteria is carried out to identify effective approaches for robust tracking and provide potential future research directions in this field.
Proceedings ArticleDOI
Hedged Deep Tracking
TL;DR: A novel CNN based tracking framework is proposed, which takes full advantage of features from different CNN layers and uses an adaptive Hedge method to hedge several CNN based trackers into a single stronger one.
Proceedings ArticleDOI
Clustering appearances of objects under varying illumination conditions
TL;DR: Two appearance-based methods for clustering a set of images of 3D (three-dimensional) objects into disjoint subsets corresponding to individual objects, based on the concept of illumination cones and another affinity measure based on image gradient comparisons are introduced.