Changhe Zhang

15 papers Journal 12Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Lower limb Locomotion Mode Recognition based on sEMG: A pilot study in healthy individuals and stroke patients.
Biomed. Signal Process. Control.
Changhe Zhang, Zidong Yu, Xiaoyun Wang, Ze-Jian Chen, Chao Deng
2025 J jnl
Lower Limb Motor Function Assessment With Muscle Synergy and Interpretable Machine Learning: A Pilot Study in Healthy Individuals and Stroke Patients.
IEEE Access
Yuan Liu, Ze-Jian Chen, Changhe Zhang
2025 J jnl
Multiple cross-modal complementation network for lightweight RGB-D salient object detection.
J. Vis. Commun. Image Represent.
Changhe Zhang, Fen Chen, Lian Huang, Zongju Peng, Xin Hu
2025 J jnl
Temporal-constrained parallel graph neural networks for recognizing motion patterns and gait phases in class-imbalanced scenarios.
Eng. Appl. Artif. Intell.
Changhe Zhang, Zidong Yu, Xiaoyun Wang, Ze-Jian Chen, Chao Deng
2024 J jnl
Decoding of lower limb continuous movement intention from multi-channel sEMG and design of adaptive exoskeleton controller.
Biomed. Signal Process. Control.
Xiaoyun Wang, Changhe Zhang, Zidong Yu, Chao Deng
2024 J jnl
Dynamic graph topology generating mechanism: Framework for feature-level multimodal information fusion applied to lower-limb activity recognition.
Eng. Appl. Artif. Intell.
Zidong Yu, Changhe Zhang, Xiaoyun Wang, Chao Deng, Yuan Liu, Zeyu Yu
2024 — conf
End-to-End Hand Gesture Recognition Based on Dynamic Graph Topology Generating Mechanism and Weighted Graph Isomorphism Network.
M2VIP
Zidong Yu, Changhe Zhang, Xiaoyun Wang, Chao Deng
2024 — conf
Exploration of Adaptive sEMG Denoising and Deep Learning Paradigms and Their Application in Lower Limb Motion Recognition.
M2VIP
Xiaoyun Wang, Changhe Zhang, Zidong Yu, Chao Deng
2024 J jnl
Exploration of deep learning-driven multimodal information fusion frameworks and their application in lower limb motion recognition.
Biomed. Signal Process. Control.
Changhe Zhang, Zidong Yu, Xiaoyun Wang, Ze-Jian Chen, Chao Deng, Sheng Quan Xie
2024 J jnl
Interpretable Dual-branch EMGNet: A transfer learning-based network for inter-subject lower limb motion intention recognition.
Eng. Appl. Artif. Intell.
Changhe Zhang, Xiaoyun Wang, Zidong Yu, Bingjin Wang, Chao Deng
2024 — conf
Parallel Graph Neural Networks: Class-Imbalanced Gait Phase Recognition via Adaptive Fusion of Multimodal sEMG and Kinematic Data.
M2VIP
Changhe Zhang, Xiaoyun Wang, Zidong Yu, Chao Deng
2023 J jnl
An end-to-end lower limb activity recognition framework based on sEMG data augmentation and enhanced CapsNet.
Expert Syst. Appl.
Changhe Zhang, Yangan Li, Zidong Yu, Xiaolin Huang, Jiang Xu, Chao Deng
2023 J jnl
Exploring Focus and Depth-Induced Saliency Detection for Light Field.
Entropy
Yani Zhang, Fen Chen, Zongju Peng, Wenhui Zou, Changhe Zhang
2023 J jnl
SKND-TSACNN: A novel time-scale adaptive CNN framework for fault diagnosis of rotating machinery.
Knowl. Based Syst.
Zidong Yu, Changhe Zhang, Jie Liu, Chao Deng
2021 J jnl
Colon Polyp Detection and Segmentation Based on Improved MRCNN.
IEEE Trans. Instrum. Meas.
Xiaoyong Yang, Qianxing Wei, Changhe Zhang, Kaibo Zhou, Li Kong, Weiwei Jiang