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20192024
most citedVideo Crowd Localization with Multi-focus Gaussian Neighborhood Attention and a Large-Scale Benchmark

24 citations · 90 across the 14 of their papers we have counts for

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Showing 2022Show all

5 papers · 1 filter

cs.CV2022★ 2 cited

Counting Like Human: Anthropoid Crowd Counting on Modeling the Similarity of Objects

Qi Wang, Juncheng Wang, Junyu Gao +2

The mainstream crowd counting methods regress density map and integrate it to obtain counting results. Since the density representation to one head accords to its adjacent distribu…

cs.CV2022★ 3 cited

MAFNet: A Multi-Attention Fusion Network for RGB-T Crowd Counting

Pengyu Chen, Junyu Gao, Yuan Yuan +1

RGB-Thermal (RGB-T) crowd counting is a challenging task, which uses thermal images as complementary information to RGB images to deal with the decreased performance of unimodal RG…

cs.CV2022★ 23 cited

Crowd Localization from Gaussian Mixture Scoped Knowledge and Scoped Teacher

Juncheng Wang, Junyu Gao, Yuan Yuan +1

Crowd localization is to predict each instance head position in crowd scenarios. Since the distance of instances being to the camera are variant, there exists tremendous gaps among…

cs.CV2022★ 1 cited

AnimalTrack: A Benchmark for Multi-Animal Tracking in the Wild

Libo Zhang, Junyuan Gao, Zhen Xiao +1

Multi-animal tracking (MAT), a multi-object tracking (MOT) problem, is crucial for animal motion and behavior analysis and has many crucial applications such as biology, ecology an…

cs.CV2022★ 1 cited

DR.VIC: Decomposition and Reasoning for Video Individual Counting

Tao Han, Lei Bai, Junyu Gao +2

Pedestrian counting is a fundamental tool for understanding pedestrian patterns and crowd flow analysis. Existing works (e.g., image-level pedestrian counting, crossline crowd coun…