173 citations · 801 across the 47 of their papers we have counts for
4 papers · 1 filter
CURE-TSR: Challenging Unreal and Real Environments for Traffic Sign Recognition
Dogancan Temel, Gukyeong Kwon, Mohit Prabhushankar +1
In this paper, we investigate the robustness of traffic sign recognition algorithms under challenging conditions. Existing datasets are limited in terms of their size and challengi…
Grounded Objects and Interactions for Video Captioning
Chih-Yao Ma, Asim Kadav, Iain Melvin +3
We address the problem of video captioning by grounding language generation on object interactions in the video. Existing work mostly focuses on overall scene understanding with of…
Attend and Interact: Higher-Order Object Interactions for Video Understanding
Chih-Yao Ma, Asim Kadav, Iain Melvin +3
Human actions often involve complex interactions across several inter-related objects in the scene. However, existing approaches to fine-grained video understanding or visual relat…
TS-LSTM and Temporal-Inception: Exploiting Spatiotemporal Dynamics for Activity Recognition
Chih-Yao Ma, Min-Hung Chen, Zsolt Kira +1
Recent two-stream deep Convolutional Neural Networks (ConvNets) have made significant progress in recognizing human actions in videos. Despite their success, methods extending the…