Changhao Sun

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 51

Top Topics

Attention Mechanism

Image Classification

Top Venues

Comput. Biol. Medicine

Pattern Recognit.

Publications

Yuting Feng, Shuai Sun, Yuezu Lv, Changhao Sun
Distributed NN-Based Formation Control of Multi-Agent Systems: A Reduced-Order Appointed-Time Observer Approach. Sensors 24 (2) (2024)
Yongping Dan, Weishou Jin, Zhida Wang, Changhao Sun
Optimization of U-shaped pure transformer medical image segmentation network. PeerJ Comput. Sci. 9 (2023)
Naixin Yi, Wei Sun, Xuyang Zhou, Long Chen, Jiguan Zhang, Dong Han, Changhao Sun
A Decoupled-DCM Orientation Estimator for Eliminating Influence of Magnetic Interference on Roll Angle and Pitch Angle. IEEE Trans. Instrum. Meas. 72 (2023)
Haoning Lin, Changhao Sun, Yunpeng Liu
OBBStacking: An Ensemble Method for Remote Sensing Object Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Wanli Liu, Chen Li, Ning Xu, Tao Jiang, Md Mamunur Rahaman, Hongzan Sun, Xiangchen Wu, Weiming Hu, Haoyuan Chen, Changhao Sun, Yudong Yao, Marcin Grzegorzek
CVM-Cervix: A Hybrid Cervical Pap-Smear Image Classification Framework Using CNN, Visual Transformer and Multilayer Perceptron. CoRR (2022)
Wanli Liu, Chen Li, Ning Xu, Tao Jiang, Md Mamunur Rahaman, Hongzan Sun, Xiangchen Wu, Weiming Hu, Haoyuan Chen, Changhao Sun, Yudong Yao, Marcin Grzegorzek
CVM-Cervix: A hybrid cervical Pap-smear image classification framework using CNN, visual transformer and multilayer perceptron. Pattern Recognit. 130 (2022)
Yixin Li, Xinran Wu, Chen Li, Xiaoyan Li, Haoyuan Chen, Changhao Sun, Md Mamunur Rahaman, Yudong Yao, Yong Zhang, Tao Jiang
A hierarchical conditional random field-based attention mechanism approach for gastric histopathology image classification. Appl. Intell. 52 (9) (2022)
Wanli Liu, Chen Li, Md Mamunur Rahaman, Tao Jiang, Hongzan Sun, Xiangchen Wu, Weiming Hu, Haoyuan Chen, Changhao Sun, Yudong Yao, Marcin Grzegorzek
Is the aspect ratio of cells important in deep learning? A robust comparison of deep learning methods for multi-scale cytopathology cell image classification: From convolutional neural networks to visual transformers. Comput. Biol. Medicine 141 (2022)
Changhao Sun, Xiaochu Wang, Huaxin Qiu, Wei Sun, Qingrui Zhou
Toward Refined Nash Equilibria for the SET K-COVER Problem via a Memorial Mixed-Response Algorithm. IEEE Trans. Syst. Man Cybern. Syst. 52 (4) (2022)
Weiming Hu, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Jiquan Ma, Yong Zhang, Haoyuan Chen, Wanli Liu, Changhao Sun, Yudong Yao, Hongzan Sun, Marcin Grzegorzek
GasHisSDB: A new gastric histopathology image dataset for computer aided diagnosis of gastric cancer. Comput. Biol. Medicine 142 (2022)
Haoyuan Chen, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek
IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach. Comput. Biol. Medicine 143 (2022)
Huaxin Qiu, Qingrui Zhou, Changhao Sun, Xiaochu Wang
Distributed unmanned flocking inspired by the collective motion of pigeon flocks. Sci. China Inf. Sci. 65 (4) (2022)
Haoning Lin, Changhao Sun, Yunpeng Liu
OBBStacking: An Ensemble Method for Remote Sensing Object Detection. CoRR (2022)
Haoyuan Chen, Chen Li, Ge Wang, Xiaoyan Li, Md Mamunur Rahaman, Hongzan Sun, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Shiliang Ai, Marcin Grzegorzek
GasHis-Transformer: A multi-scale visual transformer approach for gastric histopathological image detection. Pattern Recognit. 130 (2022)
Haoyuan Chen, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Hongzan Sun, Xinyu Huang, Marcin Grzegorzek
IL-MCAM: An interactive learning and multi-channel attention mechanism-based weakly supervised colorectal histopathology image classification approach. CoRR (2022)
Changhao Sun, Huaxin Qiu, Wei Sun, Qian Chen, Li Su, Xiaochu Wang, Qingrui Zhou
Better Approximation for Distributed Weighted Vertex Cover via Game-Theoretic Learning. IEEE Trans. Syst. Man Cybern. Syst. 52 (8) (2022)
Huaxin Qiu, Changhao Sun, Xiaochu Wang, Wei Sun, Qingrui Zhou
A population-based game-theoretic optimizer for the minimum weighted vertex cover. Appl. Soft Comput. 116 (2022)
Changhao Sun, Qingrui Zhou, Xiaowei Ma, Huaxin Qiu, Yuting Feng, Jiaxin Liu
Self-organized Set Cover via Nash Equilibrium Learning and Selection. CDC (2022)
Yixin Li, Xinran Wu, Chen Li, Changhao Sun, Md Mamunur Rahaman, Yudong Yao, Xiaoyan Li, Yong Zhang, Tao Jiang
A Hierarchical Conditional Random Field-based Attention Mechanism Approach for Gastric Histopathology Image Classification. CoRR (2021)
Jinghua Zhang, Chen Li, Sergey Kosov, Marcin Grzegorzek, Kimiaki Shirahama, Tao Jiang, Changhao Sun, Zihan Li, Hong Li
LCU-Net: A novel low-cost U-Net for environmental microorganism image segmentation. Pattern Recognit. 115 (2021)
Wanli Liu, Chen Li, Hongzan Sun, Weiming Hu, Haoyuan Chen, Changhao Sun, Marcin Grzegorzek
Is Image Size Important? A Robustness Comparison of Deep Learning Methods for Multi-scale Cell Image Classification Tasks: from Convolutional Neural Networks to Visual Transformers. CoRR (2021)
Juan Deng, Qingbi Zheng, Guangyi Liu, Jielin Bai, Kaicong Tian, Changhao Sun, Yujie Yan, Yitong Liu
A Digital Twin Approach for Self-optimization of Mobile Networks. WCNC Workshops (2021)
Haoyuan Chen, Chen Li, Xiaoyan Li, Weiming Hu, Yixin Li, Wanli Liu, Changhao Sun, Yudong Yao, Marcin Grzegorzek
GasHis-Transformer: A Multi-scale Visual Transformer Approach for Gastric Histopathology Image Classification. CoRR (2021)
Yuehong Gao, Changhao Sun, Xiaonan Zhang, Xiao Hong
Study on MCS Selection and Spectrum Allocation for URLLC Traffic under Delay and Reliability Constraint in 5G Network. CoRR (2021)
Weiming Hu, Chen Li, Xiaoyan Li, Md Mamunur Rahaman, Jiquan Ma, Haoyuan Chen, Wanli Liu, Changhao Sun, Marcin Grzegorzek
A New Gastric Histopathology Subsize Image Database (GasHisSDB) for Classification Algorithm Test: from Linear Regression to Visual Transformer. CoRR (2021)
Changhao Sun, Chang-An Liu, Xueling Feng, Xiangming Jiao
Visual Servoing of Flying Robot Based on Fuzzy Adaptive Linear Active Disturbance Rejection Control. IEEE Trans. Circuits Syst. II Express Briefs 68 (7) (2021)
Yixin Li, Xinran Wu, Chen Li, Changhao Sun, Xiaoyan Li, Md Mamunur Rahaman, Yong Zhang
Intelligent Gastric Histopathology Image Classification Using Hierarchical Conditional Random Field based Attention Mechanism. ICMLC (2021)
Shiliang Ai, Chen Li, Xintong Li, Changhao Sun, Xiaomin Zhou, Hong Li, Qian Wang, Xiaoyan Li
A State-of-the-art Review for Gastric Histopathology Feature Extraction Methods. ISICDM (2020)
Haipeng Jia, Xueshuang Xiang, Da Fan, Meiyu Huang, Changhao Sun, Yang He
Stochastic Model Pruning via Weight Dropping Away and Back. IPMV (2020)
Xiaochu Wang, Ting Sun, Changhao Sun, Junqi Wang
Distributed networked localization using neighboring distances only through a computational topology control approach. Int. J. Distributed Sens. Networks 16 (3) (2020)
Xiaomin Zhou, Chen Li, Md Mamunur Rahaman, Yudong Yao, Shiliang Ai, Changhao Sun, Xiaoyan Li, Qian Wang, Tao Jiang
A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks. CoRR (2020)
Xiaomin Zhou, Chen Li, Md Mamunur Rahaman, Yudong Yao, Shiliang Ai, Changhao Sun, Qian Wang, Yong Zhang, Mo Li, Xiaoyan Li, Tao Jiang, Dan Xue, Shouliang Qi, Yueyang Teng
A Comprehensive Review for Breast Histopathology Image Analysis Using Classical and Deep Neural Networks. IEEE Access 8 (2020)
Wei Sun, Dashuai Yan, Jie Huang, Changhao Sun
Small-scale moving target detection in aerial image by deep inverse reinforcement learning. Soft Comput. 24 (8) (2020)
Xiaochu Wang, Changhao Sun, Ting Sun
A Novel Two-Step Validation Algorithm for Lost-in-Space Star Identification. IEEE Trans. Aerosp. Electron. Syst. 56 (3) (2020)
Jinghua Zhang, Chen Li, Frank Kulwa, Xin Zhao, Changhao Sun, Zihan Li, Tao Jiang, Hong Li
A Multi-scale CNN-CRF Framework for Environmental Microorganism Image Segmentation. CoRR (2020)
Chen Li, Yixin Li, Changhao Sun, Hao Chen, Hong Zhang
A Comprehensive Review for MRF and CRF Approaches in Pathology Image Analysis. CoRR (2020)
Changhao Sun, Chen Li, Xiaoyan Li
Gastric histopathology image segmentation using a hierarchical conditional random field. CoRR (2020)
Changhao Sun, Xiaochu Wang, Huaxin Qiu, Qian Chen, Qingrui Zhou
Distributed Optimization for Weighted Vertex Cover via Heuristic Game Theoretic Learning. CDC (2020)
Wei Sun, Lixin Liu, Xiaofeng Ji, Changhao Sun
Indoor Li-DAR 3D mapping algorithm with semantic-based registration and optimization. Soft Comput. 24 (8) (2020)
Hao Xu, Chen Li, Jinghua Zhang, Zihan Li, Changhao Sun, Xin Zhao
Microscopic Image Augmentation Using an Enhanced WGAN. ISICDM (2020)
Changhao Sun, Chen Li, Hao Xu, Jinghua Zhang, Shiliang Ai, Xiaomin Zhou, Xiaoyan Li
A Comparison of Segmentation Methods in Gastric Histopathology Images. ISICDM (2020)
Xiaochu Wang, Changhao Sun, Ting Sun
Distributed Constrained Consensus of Utilities via a Self Evaluation Approach. IEEE Access 7 (2019)
Changhao Sun, Wei Sun, Xiaochu Wang, Qingrui Zhou
Potential Game Theoretic Learning for the Minimal Weighted Vertex Cover in Distributed Networking Systems. IEEE Trans. Cybern. 49 (5) (2019)
Changhao Sun, Xiaochu Wang, Huaxin Qiu, Qian Chen
A Game Theoretic Solver for the Minimum Weighted Vertex Cover. SMC (2019)
Xiaoyun Liu, Qingrui Zhou, Hailin Ren, Changhao Sun
Reinforcement Learning for Robot Navigation in Nondeterministic Environments. CCIS (2018)
Haipeng Jia, Xueshuang Xiang, Da Fan, Meiyu Huang, Changhao Sun, Qingliang Meng, Yang He, Chen Chen
DropPruning for Model Compression. CoRR (2018)
Changhao Sun
A Time Variant Log-Linear Learning Approach to the SET K-COVER Problem in Wireless Sensor Networks. IEEE Trans. Cybern. 48 (4) (2018)
Changhao Sun, Xiaochu Wang, Xiaoyun Liu
Distributed Satellite Mission Planning via Learning in Games. SMC (2018)
Xiaochu Wang, Changhao Sun, Ting Sun, Xiaoyun Liu
Distributed Lost-in-Space Localization in Sensor Networks Using Range Measurements. SMC (2018)
Zhenyu Zhou, Changhao Sun, Ruifeng Shi, Zheng Chang, Sheng Zhou, Yang Li
Robust Energy Scheduling in Vehicle-to-Grid Networks. IEEE Netw. 31 (2) (2017)
Xiaochu Wang, Changhao Sun, Ting Sun, Hang Yin, Fei Xing
A fast recognition algorithm for star identification of star trackers. IECON (2017)
Haibin Duan, Pei Li, Yuhui Shi, Xiangyin Zhang, Changhao Sun
Interactive Learning Environment for Bio-Inspired Optimization Algorithms for UAV Path Planning. IEEE Trans. Educ. 58 (4) (2015)
Wei Sun, Hao Wang, Changhao Sun, Baolong Guo, Wenyan Jia, Mingui Sun
Fast single image haze removal via local atmospheric light veil estimation. Comput. Electr. Eng. 46 (2015)
Changhao Sun, Haibin Duan, Yuhui Shi
Optimal Satellite Formation Reconfiguration Based on Closed-Loop Brain Storm Optimization. IEEE Comput. Intell. Mag. 8 (4) (2013)