Search Results for author: Junzhou Chen

Found 8 papers, 2 papers with code

Enhancing Nucleus Segmentation with HARU-Net: A Hybrid Attention Based Residual U-Blocks Network

no code implementations7 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.

Image Segmentation Instance Segmentation +2

A Voting-Stacking Ensemble of Inception Networks for Cervical Cytology Classification

no code implementations5 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.

BA-Net: Bridge Attention for Deep Convolutional Neural Networks

1 code implementation8 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.

Point Clouds Learning with Attention-based Graph Convolution Networks

no code implementations31 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.

General Classification Segmentation

Calibration of an Articulated Camera System with Scale Factor Estimation

no code implementations17 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.

Early Fire Detection Using HEP and Space-time Analysis

no code implementations7 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.

Fire Detection

A Study on Unsupervised Dictionary Learning and Feature Encoding for Action Classification

no code implementations2 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.

Action Classification Dictionary Learning +2

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