no code implementations • 7 Aug 2023 • Junzhou Chen, Qian Huang, Yulin Chen, Linyi Qian, Chengyuan Yu
Additionally, we introduce a post-processing method that combines the target information and target contours to distinguish overlapping nuclei and generate an instance segmentation image.
no code implementations • 5 Aug 2023 • Linyi Qian, Qian Huang, Yulin Chen, Junzhou Chen
To address this issue, we propose a Voting-Stacking ensemble strategy, which employs three Inception networks as base learners and integrates their outputs through a voting ensemble.
1 code implementation • 8 Dec 2021 • Yue Zhao, Junzhou Chen, Zirui Zhang, Ronghui Zhang
The core idea of this design is to bridge the outputs of the previous convolution layers through skip connections for channel weights generation.
1 code implementation • Neural Computing and Applications 2021 • Junzhou Chen, Kunkun Jia, Wenquan Chen, Zhihan Lv, Ronghui Zhang
However, in real applications, small traffic-signs recognition is still challenging.
Ranked #1 on
Traffic Sign Recognition
on Tsinghua-Tencent 100K
no code implementations • 31 May 2019 • Zhuyang Xie, Junzhou Chen, Bo Peng
In addition, we introduce an additional global graph structure network to compensate for the relative information of the individual points in the graph structure network.
no code implementations • 17 Oct 2013 • Junzhou Chen, Kin Hong Wong
Therefore, through calibration of an ACS we want to find not only the relative poses between the cameras but also the positions of the joints in the ACS.
no code implementations • 7 Oct 2013 • Junzhou Chen, Yong You
In this article, a video base early fire alarm system is developed by monitoring the smoke in the scene.
no code implementations • 2 Sep 2013 • Xiaojiang Peng, Qiang Peng, Yu Qiao, Junzhou Chen, Mehtab Afzal
Many efforts have been devoted to develop alternative methods to traditional vector quantization in image domain such as sparse coding and soft-assignment.