Chen Zheng

According to our database, Chen Zheng authored at least 18 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

OMRF-HS: Object Markov Random Field With Hierarchical Semantic Regularization for High-Resolution Image Semantic Segmentation.

Haoyu Fu, Ruiqi Yang, Nan Chen, Qinling Dai, Yili Zhao, Weiheng Xu, Guanglong Ou, Chen Zheng, Leiguang Wang

IEEE Trans. Geosci. Remote. Sens., 2025

Video Complicated-Information Extraction and Filtering Network for Weakly-Supervised Temporal Action Localization.

Jiaxuan Li, Tiancheng Ma, Xiaohui Yang, Lijun Yang, Chen Zheng

IEEE Signal Process. Lett., 2025

2024

Hierarchical Self-Learning Knowledge Inference Based on Markov Random Field for Semantic Segmentation of Remote Sensing Images.

Yuncheng Chen, Leiguang Wang, Jingying Li, Chen Zheng

IEEE Trans. Geosci. Remote. Sens., 2024

SLPA-Net: A Real-Time Recognition Network for Intelligent Stomata Localization and Phenotypic Analysis.

Xiaohui Yang, Ye-Tong Wang, Ming-Hui Wu, Fan Li, Cheng-Long Zhou, Li-Jun Yang, Chen Zheng, Yong Li, Zhi Li, Si-Yi Guo, Chun-Peng Song

IEEE ACM Trans. Comput. Biol. Bioinform., 2024

Crop Identification of UAV Images Based on an Unsupervised Semantic Segmentation Method.

Zebing Zhang, Leiguang Wang, Yuncheng Chen, Chen Zheng

IEEE Geosci. Remote. Sens. Lett., 2024

Multi-Semantic Markov Random Field Model for Semantic Segmentation of High-Resolution Remote Sensing Images.

Haoyu Fu, Chen Zheng, Weiheng Xu, Yili Zhao, Leiguang Wang

Proceedings of the IGARSS 2024, 2024

2023

A Generalization Sample Learning Method of Deep Learning for Semantic Segmentation of Remote Sensing Images.

Chen Zheng, Jingying Li, Yuncheng Chen, Leiguang Wang

IEEE Trans. Geosci. Remote. Sens., 2023

A Self-Learning-Update CNN Model for Semantic Segmentation of Remote Sensing Images.

Chen Zheng, Chen Hu, Yuncheng Chen, Jingying Li

IEEE Geosci. Remote. Sens. Lett., 2023

Deep Face Recognition with Cosine Boundary Softmax Loss.

Chen Zheng, Yuncheng Chen, Jingying Li, Yongxia Wang, Leiguang Wang

Proceedings of the Pattern Recognition and Computer Vision - 6th Chinese Conference, 2023

2022

EnhanceFace: Adaptive Weighted SoftMax Loss for Deep Face Recognition.

Jiaqi Wang, Chen Zheng, Xiaohui Yang, Lijun Yang

IEEE Signal Process. Lett., 2022

An MRF-Based Multigranularity Edge-Preservation Optimization for Semantic Segmentation of Remote Sensing Images.

Chen Zheng, Yuncheng Chen, Jie Shao, Leiguang Wang

IEEE Geosci. Remote. Sens. Lett., 2022

2021

Multigranularity Multiclass-Layer Markov Random Field Model for Semantic Segmentation of Remote Sensing Images.

Chen Zheng, Yun Zhang, Leiguang Wang

IEEE Trans. Geosci. Remote. Sens., 2021

Multigranularity Multiclass-Layer Markov Random Field Model for Improving Remote Sensing Image Classification.

Jun Wang, Haoyu Fu, Chen Zheng, Leiguang Wang, Qinling Dai

Proceedings of the 2021 IEEE 23rd Int Conf on High Performance Computing & Communications; 7th Int Conf on Data Science & Systems; 19th Int Conf on Smart City; 7th Int Conf on Dependability in Sensor, 2021

2019

A Hybrid Markov Random Field Model With Multi-Granularity Information for Semantic Segmentation of Remote Sensing Imagery.

Chen Zheng, Leiguang Wang, Xiaohui Chen

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

A Markov Random Field Moel with Alternating Granularities for Segmentation of High Spatial Resolution Remote Sensing Imagery.

Chen Zheng, Min Zhang, Xiaohui Chen, Leiguang Wang

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2017

Semantic Segmentation of Remote Sensing Imagery Using an Object-Based Markov Random Field Model With Auxiliary Label Fields.

Chen Zheng, Yun Zhang, Leiguang Wang

IEEE Trans. Geosci. Remote. Sens., 2017

2015

Semantic Segmentation of Remote Sensing Imagery Using Object-Based Markov Random Field Model With Regional Penalties.

Chen Zheng, Leiguang Wang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015

2013

Image Segmentation Using Multiregion-Resolution MRF Model.

Chen Zheng, Leiguang Wang, Rongyuan Chen, Xiaohui Chen

IEEE Geosci. Remote. Sens. Lett., 2013