activity
20122021
most citedDCFNet: Discriminant Correlation Filters Network for Visual Tracking

273 citations · 737 across the 22 of their papers we have counts for

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Showing 2021Show all

10 papers · 1 filter

cs.CV2021★ 2 cited

Joint Learning of Visual-Audio Saliency Prediction and Sound Source Localization on Multi-face Videos

Minglang Qiao, Yufan Liu, Mai Xu +4

Visual and audio events simultaneously occur and both attract attention. However, most existing saliency prediction works ignore the influence of audio and only consider vision mod…

cs.CV2021

EMScore: Evaluating Video Captioning via Coarse-Grained and Fine-Grained Embedding Matching

Yaya Shi, Xu Yang, Haiyang Xu +4

Current metrics for video captioning are mostly based on the text-level comparison between reference and candidate captions. However, they have some insuperable drawbacks, e.g., th…

cs.CV2021

SDTP: Semantic-aware Decoupled Transformer Pyramid for Dense Image Prediction

Zekun Li, Yufan Liu, Bing Li +3

Although transformer has achieved great progress on computer vision tasks, the scale variation in dense image prediction is still the key challenge. Few effective multi-scale techn…

cs.CV2021★ 52 cited

Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition

Yuxin Chen, Ziqi Zhang, Chunfeng Yuan +3

Graph convolutional networks (GCNs) have been widely used and achieved remarkable results in skeleton-based action recognition. In GCNs, graph topology dominates feature aggregatio…

cs.CV2021★ 12 cited

Learn to Match: Automatic Matching Network Design for Visual Tracking

Zhipeng Zhang, Yihao Liu, Xiao Wang +2

Siamese tracking has achieved groundbreaking performance in recent years, where the essence is the efficient matching operator cross-correlation and its variants. Besides the remar…

cs.CV2021

A Simple and Strong Baseline for Universal Targeted Attacks on Siamese Visual Tracking

Zhenbang Li, Yaya Shi, Jin Gao +4

Siamese trackers are shown to be vulnerable to adversarial attacks recently. However, the existing attack methods craft the perturbations for each video independently, which comes…