216 citations · 802 across the 61 of their papers we have counts for
8 papers · 2 filters
TDAN: Temporally Deformable Alignment Network for Video Super-Resolution
Yapeng Tian, Yulun Zhang, Yun Fu +1
Video super-resolution (VSR) aims to restore a photo-realistic high-resolution (HR) video frame from both its corresponding low-resolution (LR) frame (reference frame) and multiple…
An Attempt towards Interpretable Audio-Visual Video Captioning
Yapeng Tian, Chenxiao Guan, Justin Goodman +2
Automatically generating a natural language sentence to describe the content of an input video is a very challenging problem. It is an essential multimodal task in which auditory a…
How to Make a BLT Sandwich? Learning to Reason towards Understanding Web Instructional Videos
Shaojie Wang, Wentian Zhao, Ziyi Kou +1
Understanding web instructional videos is an essential branch of video understanding in two aspects. First, most existing video methods focus on short-term actions for a-few-second…
Dynamic Graph Modules for Modeling Object-Object Interactions in Activity Recognition
Hao Huang, Luowei Zhou, Wei Zhang +2
Video action recognition, a critical problem in video understanding, has been gaining increasing attention. To identify actions induced by complex object-object interactions, we ne…
Navigation by Imitation in a Pedestrian-Rich Environment
Jing Bi, Tianyou Xiao, Qiuyue Sun +1
Deep neural networks trained on demonstrations of human actions give robot the ability to perform self-driving on the road. However, navigation in a pedestrian-rich environment, su…
Generating Talking Face Landmarks from Speech
Sefik Emre Eskimez, Ross K Maddox, Chenliang Xu +1
The presence of a corresponding talking face has been shown to significantly improve speech intelligibility in noisy conditions and for hearing impaired population. In this paper,…
Weakly-Supervised Action Segmentation with Iterative Soft Boundary Assignment
Li Ding, Chenliang Xu
In this work, we address the task of weakly-supervised human action segmentation in long, untrimmed videos. Recent methods have relied on expensive learning models, such as Recurre…
Lip Movements Generation at a Glance
Lele Chen, Zhiheng Li, Ross K. Maddox +2
Cross-modality generation is an emerging topic that aims to synthesize data in one modality based on information in a different modality. In this paper, we consider a task of such:…