Puhua Chen

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 60

Top Topics

Scene Classification

Top Venues

IEEE Trans. Geosci. Remote. Sens.

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

IEEE Trans. Multim.

Publications

Yuting Yang, Licheng Jiao, Lingling Li, Xu Liu, Fang Liu, Puhua Chen, Shuyuan Yang
LGLFormer: Local-Global Lifting Transformer for Remote Sensing Scene Parsing. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Xiaoyan Yang, Licheng Jiao, Yangyang Li, Xu Liu, Fang Liu, Lingling Li, Puhua Chen, Shuyuan Yang
Relation Learning Reasoning Meets Tiny Object Tracking in Satellite Videos. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yanbiao Ma, Licheng Jiao, Fang Liu, Shuyuan Yang, Xu Liu, Puhua Chen
Feature Distribution Representation Learning Based on Knowledge Transfer for Long-Tailed Classification. IEEE Trans. Multim. 26 (2024)
Shuo Li, Fang Liu, Licheng Jiao, Puhua Chen, Lingling Li
Self-Supervised Self-Organizing Clustering Network: A Novel Unsupervised Representation Learning Method. IEEE Trans. Neural Networks Learn. Syst. 35 (2) (2024)
Yanbiao Ma, Licheng Jiao, Fang Liu, Shuyuan Yang, Xu Liu, Puhua Chen
Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification. Int. J. Comput. Vis. 132 (7) (2024)
Mengkun Liu, Licheng Jiao, Xu Liu, Lingling Li, Fang Liu, Shuyuan Yang, Yuwei Guo, Puhua Chen
$C^{2}N^{2}$: Complex-Valued Contourlet Neural Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Jie Chen, Licheng Jiao, Xu Liu, Lingling Li, Fang Liu, Puhua Chen, Shuyuan Yang, Biao Hou
Hierarchical Dynamic Graph Clustering Network. IEEE Trans. Knowl. Data Eng. 36 (9) (2024)
Yang Liu, Fang Liu, Licheng Jiao, Qianyue Bao, Lingling Li, Yuwei Guo, Puhua Chen
A Knowledge-Based Hierarchical Causal Inference Network for Video Action Recognition. IEEE Trans. Multim. 26 (2024)
Jie Gao, Licheng Jiao, Xu Liu, Lingling Li, Puhua Chen, Fang Liu, Shuyuan Yang
Multiscale Dynamic Curvelet Scattering Network. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Hao Wang, Fang Liu, Licheng Jiao, Jiahao Wang, Zehua Hao, Shuo Li, Lingling Li, Puhua Chen, Xu Liu
ViLT-CLIP: Video and Language Tuning CLIP with Multimodal Prompt Learning and Scenario-Guided Optimization. AAAI (2024)
Yanbiao Ma, Licheng Jiao, Fang Liu, Shuyuan Yang, Xu Liu, Puhua Chen
Geometric Prior Guided Feature Representation Learning for Long-Tailed Classification. CoRR (2024)
Licheng Jiao, Xue Song, Chao You, Xu Liu, Lingling Li, Puhua Chen, Xu Tang, Zhixi Feng, Fang Liu, Yuwei Guo, Shuyuan Yang, Yangyang Li, Xiangrong Zhang, Wenping Ma, Shuang Wang, Jing Bai, Biao Hou
AI meets physics: a comprehensive survey. Artif. Intell. Rev. 57 (9) (2024)
Puhua Chen, Zhe Wang, Shasha Mao, Xinyue Hui, Ning Huyan
Dual-Branch Residual Disentangled Adversarial Learning Network for Facial Expression Recognition. IEEE Signal Process. Lett. 31 (2024)
Puhua Chen, Lu Wang, Lei Guo, Xu Liu, Xiangrong Zhang, Licheng Jiao, Fang Liu
Satellite Videos Object Tracking Based on Enhanced Correlation Filter With Motion Prediction Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Jiahao Wang, Fang Liu, Licheng Jiao, Hao Wang, Shuo Li, Lingling Li, Puhua Chen, Xu Liu
Multi-modal visual tracking based on textual generation. Inf. Fusion 112 (2024)
Zihan Gao, Licheng Jiao, Lingling Li, Xu Liu, Fang Liu, Puhua Chen, Yuwei Guo
Multiplane Prior Guided Few-Shot Aerial Scene Rendering. CoRR (2024)
Peng Zhu, Xiangrong Zhang, Xiao Han, Xina Cheng, Jing Gu, Puhua Chen, Licheng Jiao
Cross-Domain Classification Based on Frequency Component Adaptation for Remote Sensing Images. Remote. Sens. 16 (12) (2024)
Yanbiao Ma, Licheng Jiao, Fang Liu, Lingling Li, Wenping Ma, Shuyuan Yang, Xu Liu, Puhua Chen
Unveiling and Mitigating Generalized Biases of DNNs through the Intrinsic Dimensions of Perceptual Manifolds. CoRR (2024)
Puhua Chen, Yu Qiu, Lei Guo, Xiangrong Zhang, Fang Liu, Licheng Jiao, Lingling Li
Cross-Scene Classification of Remote Sensing Images Based on General-Specific Prototype Contrastive Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Yuting Yang, Licheng Jiao, Xu Liu, Fang Liu, Shuyuan Yang, Lingling Li, Puhua Chen, Xiufang Li, Zhongjian Huang
Dual Wavelet Attention Networks for Image Classification. IEEE Trans. Circuits Syst. Video Technol. 33 (4) (2023)
Licheng Jiao, Zhongjian Huang, Xu Liu, Yuting Yang, Mengru Ma, Jiaxuan Zhao, Chao You, Biao Hou, Shuyuan Yang, Fang Liu, Wenping Ma, Lingling Li, Puhua Chen, Zhixi Feng, Xu Tang, Yuwei Guo, Xiangrong Zhang, Dou Quan, Shuang Wang, Weibin Li, Jing Bai, Yangyang Li, Ronghua Shang, Jie Feng
Brain-Inspired Remote Sensing Interpretation: A Comprehensive Survey. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Xiaoxue Qian, Fang Liu, Licheng Jiao, Xiangrong Zhang, Xinyan Huang, Shuo Li, Puhua Chen, Xu Liu
Knowledge transfer evolutionary search for lightweight neural architecture with dynamic inference. Pattern Recognit. 143 (2023)
Zixiao Zhang, Licheng Jiao, Lingling Li, Xu Liu, Puhua Chen, Fang Liu, Yuxuan Li, Zhicheng Guo
A Spatial Hierarchical Reasoning Network for Remote Sensing Visual Question Answering. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yuting Yang, Licheng Jiao, Fang Liu, Xu Liu, Lingling Li, Puhua Chen, Shuyuan Yang
An Explainable Spatial-Frequency Multiscale Transformer for Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Jiahao Wang, Fang Liu, Hao Wang, Xu Liu, Licheng Jiao, Hua Yang, Lingling Li, Puhua Chen
SDCDNet: A Semi-Dual Change Detection Network Framework With Super-Weak Label for Remote Sensing Image. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Guanchun Wang, Xiangrong Zhang, Peng Zhu, Xu Tang, Puhua Chen, Licheng Jiao, Huiyu Zhou
High-Quality Angle Prediction for Oriented Object Detection in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xinyan Huang, Fang Liu, Yuanhao Cui, Puhua Chen, Lingling Li, Pengfang Li
Faster and Better: A Lightweight Transformer Network for Remote Sensing Scene Classification. Remote. Sens. 15 (14) (2023)
Xiaoqiang Lu, Licheng Jiao, Lingling Li, Fang Liu, Xu Liu, Shuyuan Yang, Zhixi Feng, Puhua Chen
Weak-to-Strong Consistency Learning for Semisupervised Image Segmentation. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Shuo Li, Fang Liu, Licheng Jiao, Xu Liu, Puhua Chen
Learning Salient Feature for Salient Object Detection Without Labels. IEEE Trans. Cybern. 53 (2) (2023)
Fanghan Yang, Xiangrong Zhang, Peng Zhu, Zhenhang Weng, Puhua Chen
Global-Local Representation Coupling Network for Remote Sensing Image Change Detection. IGARSS (2023)
Shunli Tian, Xiangrong Zhang, Guanchun Wang, Xiao Han, Puhua Chen, Xina Cheng
CTACL:Hyperspectral Image Change Detection Based on Adaptive Contrastive Learning. IGARSS (2023)
Xiufang Li, Qigong Sun, Licheng Jiao, Fang Liu, Xu Liu, Lingling Li, Puhua Chen, Yi Zuo
$D^{3}K$: Dynastic Data-Free Knowledge Distillation. IEEE Trans. Multim. 25 (2023)
Xiaoqian Zhu, Xiangrong Zhang, Tianyang Zhang, Xu Tang, Puhua Chen, Huiyu Zhou, Licheng Jiao
Semantics and Contour Based Interactive Learning Network for Building Footprint Extraction. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Licheng Jiao, Dan Wang, Yidong Bai, Puhua Chen, Fang Liu
Deep Learning in Visual Tracking: A Review. IEEE Trans. Neural Networks Learn. Syst. 34 (9) (2023)
Pengfang Li, Fang Liu, Licheng Jiao, Lingling Li, Puhua Chen, Shuo Li
Task context transformer and GCN for few-shot learning of cross-domain. Neurocomputing 548 (2023)
Yanbiao Ma, Licheng Jiao, Fang Liu, Shuyuan Yang, Xu Liu, Puhua Chen
Data-Centric Long-Tailed Image Recognition. CoRR (2023)
Licheng Jiao, Xin Zhang, Xu Liu, Fang Liu, Shuyuan Yang, Wenping Ma, Lingling Li, Puhua Chen, Zhixi Feng, Yuwei Guo, Xu Tang, Biao Hou, Xiangrong Zhang, Jing Bai, Dou Quan, Junpeng Zhang
Transformer Meets Remote Sensing Video Detection and Tracking: A Comprehensive Survey. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Xiangrong Zhang, Qi Zhen, Zhenyu Li, Xiao Han, Puhua Chen, Xu Tang, Licheng Jiao
Spectral-Spatial Distribution Consistent Network Based on Meta-Learning for Cross-Domain Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Long Sun, Lingling Li, Yilin Shao, Licheng Jiao, Xu Liu, Puhua Chen, Fang Liu, Shuyuan Yang, Biao Hou
Which Target to Focus on: Class-Perception for Semantic Segmentation of Remote Sensing. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Jiahao Wang, Fang Liu, Licheng Jiao, Hao Wang, Hua Yang, Xu Liu, Lingling Li, Puhua Chen
SSCFNet: A Spatial-Spectral Cross Fusion Network for Remote Sensing Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Jun Zhang, Licheng Jiao, Wenping Ma, Fang Liu, Xu Liu, Lingling Li, Puhua Chen, Shuyuan Yang
Transformer Based Conditional GAN for Multimodal Image Fusion. IEEE Trans. Multim. 25 (2023)
Licheng Jiao, Zhongjian Huang, Xiaoqiang Lu, Xu Liu, Yuting Yang, Jiaxuan Zhao, Jinyue Zhang, Biao Hou, Shuyuan Yang, Fang Liu, Wenping Ma, Lingling Li, Xiangrong Zhang, Puhua Chen, Zhixi Feng, Xu Tang, Yuwei Guo, Dou Quan, Shuang Wang, Weibin Li, Jing Bai, Yangyang Li, Ronghua Shang, Jie Feng
Brain-Inspired Remote Sensing Foundation Models and Open Problems: A Comprehensive Survey. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Xiangrong Zhang, Xiyu Fan, Guanchun Wang, Puhua Chen, Xu Tang, Licheng Jiao
MFGNet: Multibranch Feature Generation Networks for Few-Shot Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Tianyang Zhang, Xiangrong Zhang, Peng Zhu, Puhua Chen, Xu Tang, Chen Li, Licheng Jiao
Foreground Refinement Network for Rotated Object Detection in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Shuo Li, Fang Liu, Licheng Jiao, Puhua Chen, Xu Liu, Lingling Li
MFNet: A Novel GNN-Based Multi-Level Feature Network With Superpixel Priors. IEEE Trans. Image Process. 31 (2022)
Puhua Chen, Lu Wang
GSoP Based Siamese Feature Fusion Network for Remote Sensing Image Change Detection. IFIP TC12 ICIS (2022)
Xiaoxue Qian, Fang Liu, Licheng Jiao, Xiangrong Zhang, Puhua Chen, Lingling Li, Jing Gu, Yuanhao Cui
A Hybrid Network With Structural Constraints for SAR Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xiaoqiang Lu, Licheng Jiao, Fang Liu, Shuyuan Yang, Xu Liu, Zhixi Feng, Lingling Li, Puhua Chen
Simple and Efficient: A Semisupervised Learning Framework for Remote Sensing Image Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xiangrong Zhang, Zhenyu Li, Tianyang Zhang, Fengsheng Liu, Xu Tang, Puhua Chen, Licheng Jiao
Remote Sensing Image Super-Resolution via Dual-Resolution Network Based on Connected Attention Mechanism. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Puhua Chen, Lei Guo, Xiangrong Zhang, Alex Kai Qin, Wentao Ma, Licheng Jiao
Attention-Guided Siamese Fusion Network for Change Detection of Remote Sensing Images. Remote. Sens. 13 (22) (2021)
Jingyan Zhang, Xiangrong Zhang, Xu Tang, Puhua Chen, Licheng Jiao
Sketch-Based Region Adaptive Sparse Unmixing Applied to Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. 58 (12) (2020)
Jing Gu, Licheng Jiao, Fang Liu, Xiangrong Zhang, Xu Tang, Puhua Chen
Multi-Feature Weighted Sparse Graph for SAR Image Analysis. IEEE Trans. Geosci. Remote. Sens. 58 (2) (2020)
Puhua Chen, Licheng Jiao, Fang Liu, Zhiqiang Zhao, Jiaqi Zhao
Adaptive sparse graph learning based dimensionality reduction for classification. Appl. Soft Comput. 82 (2019)
Wei Zhao, Wenping Ma, Licheng Jiao, Puhua Chen, Shuyuan Yang, Biao Hou
Multi-Scale Image Block-Level F-CNN for Remote Sensing Images Object Detection. IEEE Access 7 (2019)
Jing Gu, Licheng Jiao, Fang Liu, Shuyuan Yang, Rongfang Wang, Puhua Chen, Yuanhao Cui, Junhu Xie, Yake Zhang
Random subspace based ensemble sparse representation. Pattern Recognit. 74 (2018)
Puhua Chen, Licheng Jiao, Fang Liu, Jiaqi Zhao, Zhiqiang Zhao, Shuai Liu
Semi-supervised double sparse graphs based discriminant analysis for dimensionality reduction. Pattern Recognit. 61 (2017)
Puhua Chen, Licheng Jiao, Fang Liu, Shuiping Gou, Jiaqi Zhao, Zhiqiang Zhao
Dimensionality Reduction of Hyperspectral Imagery Using Sparse Graph Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (3) (2017)
Hongying Liu, Shuyuan Yang, Shuiping Gou, Puhua Chen, Yikai Wang, Licheng Jiao
Fast Classification for Large Polarimetric SAR Data Based on Refined Spatial-Anchor Graph. IEEE Geosci. Remote. Sens. Lett. 14 (9) (2017)
Zhiqiang Zhao, Licheng Jiao, Fang Liu, Jiaqi Zhao, Puhua Chen
Semisupervised Discriminant Feature Learning for SAR Image Category via Sparse Ensemble. IEEE Trans. Geosci. Remote. Sens. 54 (6) (2016)
Zhiqiang Zhao, Licheng Jiao, Biao Hou, Shuang Wang, Jiaqi Zhao, Puhua Chen
Locality-constraint discriminant feature learning for high-resolution SAR image classification. Neurocomputing 207 (2016)