Search Results for author: Hangcheng Yu

Found 5 papers, 2 papers with code

Gaussian Guided IoU: A Better Metric for Balanced Learning on Object Detection

no code implementations25 Mar 2021 Shengkai Wu, Jinrong Yang, Hangcheng Yu, Lijun Gou, Xiaoping Li

This results in two problems: (1) only one anchor is assigned to most of the slender objects which leads to insufficient supervision information for the slender objects during training and the performance on the slender objects is hurt; (2) IoU can not accurately represent the alignment degree between the receptive field of the feature at the anchor's center and the object.

object-detection Object Detection

Carton dataset synthesis method for domain shift based on foreground texture decoupling and replacement

1 code implementation19 Mar 2021 Lijun Gou, Shengkai Wu, Jinrong Yang, Hangcheng Yu, Chenxi Lin, Xiaoping Li, Chao Deng

To solve this problem, a novel image synthesis method is proposed to replace the foreground texture of the source datasets with the texture of the target datasets.

Image Generation object-detection +1

SCD: A Stacked Carton Dataset for Detection and Segmentation

1 code implementation25 Feb 2021 Jinrong Yang, Shengkai Wu, Lijun Gou, Hangcheng Yu, Chenxi Lin, Jiazhuo Wang, Minxuan Li, Xiaoping Li

In this paper, we present a large-scale carton dataset named Stacked Carton Dataset(SCD) with the goal of advancing the state-of-the-art in carton detection.

Instance Segmentation Semantic Segmentation

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