Search Results for author: Muming Zhao

Found 4 papers, 0 papers with code

Which to Match? Selecting Consistent GT-Proposal Assignment for Pedestrian Detection

no code implementations18 Mar 2021 Yan Luo, Chongyang Zhang, Muming Zhao, Hao Zhou, Jun Sun

Consequently, we address the weakness of IoU by introducing one geometric sensitive search algorithm as a new assignment and regression metric.

Autonomous Driving Pedestrian Detection +1

Where, What, Whether: Multi-modal Learning Meets Pedestrian Detection

no code implementations CVPR 2020 Yan Luo, Chongyang Zhang, Muming Zhao, Hao Zhou, Jun Sun

i) We generate a bird view map, which is naturally free from occlusion issues, and scan all points on it to look for suitable locations for each pedestrian instance.

Pedestrian Detection

Leveraging Heterogeneous Auxiliary Tasks to Assist Crowd Counting

no code implementations CVPR 2019 Muming Zhao, Jian Zhang, Chongyang Zhang, Wenjun Zhang

Crowd counting is a challenging task in the presence of drastic scale variations, the clutter background, and severe occlusions, etc.

Crowd Counting Density Estimation

Towards Locally Consistent Object Counting with Constrained Multi-stage Convolutional Neural Networks

no code implementations6 Apr 2019 Muming Zhao, Jian Zhang, Chongyang Zhang, Wenjun Zhang

Towards this problem, in this paper we propose a constrained multi-stage Convolutional Neural Networks (CNNs) to jointly pursue locally consistent density map from two aspects.

Object Object Counting

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