21 citations
- University of Maryland, College ParkUS2 papers
- City University of New YorkUS1 paper
- Columbia UniversityUS1 paper
- Czech Academy of Sciences, Institute of Computer ScienceCZ1 paper
- Foundation for Research and Technology HellasGR1 paper
- University of California, RiversideUS1 paper
- University of CreteGR1 paper
- University of EdinburghGB1 paper
4 papers · 1 filter
VideoSSL: Semi-Supervised Learning for Video Classification
Longlong Jing, Toufiq Parag, Zhe Wu +2
We propose a semi-supervised learning approach for video classification, VideoSSL, using convolutional neural networks (CNN). Like other computer vision tasks, existing supervised…
Recognizing Instagram Filtered Images with Feature De-stylization
Zhe Wu, Zuxuan Wu, Bharat Singh +1
Deep neural networks have been shown to suffer from poor generalization when small perturbations are added (like Gaussian noise), yet little work has been done to evaluate their ro…
Context-Aware Query Selection for Active Learning in Event Recognition
Mahmudul Hasan, Sujoy Paul, Anastasios I. Mourikis +1
Activity recognition is a challenging problem with many practical applications. In addition to the visual features, recent approaches have benefited from the use of context, e.g.,…
ReMotENet: Efficient Relevant Motion Event Detection for Large-scale Home Surveillance Videos
Ruichi Yu, Hongcheng Wang, Larry S. Davis
This paper addresses the problem of detecting relevant motion caused by objects of interest (e.g., person and vehicles) in large scale home surveillance videos. The traditional met…