Chunxia Zhang

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 62

Top Topics

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

Publications

Hongtao Wang, Rongyu Feng, Liangyi Wu, Mutian Liu, Yinuo Cui, Chunxia Zhang, Zhenbo Guo
DSU-Net: Dynamic Snake U-Net for 2-D Seismic First Break Picking. CoRR (2024)
Haowen Bai, Zixiang Zhao, Jiangshe Zhang, Yukun Cui, Chunxia Zhang, Zhenbo Guo, Yongjun Wang
Simultaneous Automatic Picking and Manual Picking Refinement for First-Break. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Hongtao Wang, Li Long, Jiangshe Zhang, Xiaoli Wei, Chunxia Zhang, Zhenbo Guo
Seismic First Break Picking in a Higher Dimension Using Deep Graph Learning. CoRR (2024)
Li-Li Bao, Jiang-She Zhang, Chunxia Zhang
Spatial multi-attention conditional neural processes. Neural Networks 173 (2024)
Fei Gao, Jiangshe Zhang, Chunxia Zhang, Shuang Xu, Cong Ma
Long Short-Term Memory Networks with Multiple Variables for Stock Market Prediction. Neural Process. Lett. 55 (4) (2023)
Kai Sun, Jiangshe Zhang, Jialin Wang, Shuang Xu, Chunxia Zhang, Junying Hu
MBIAN: Multi-level bilateral interactive attention network for multi-modal image processing. Expert Syst. Appl. 231 (2023)
Zixiang Zhao, Jiang-She Zhang, Haowen Bai, Yicheng Wang, Yukun Cui, Lilun Deng, Kai Sun, Chunxia Zhang, Junmin Liu, Shuang Xu
Deep Convolutional Sparse Coding Networks for Interpretable Image Fusion. CVPR Workshops (2023)
Hongtao Wang, Jiangshe Zhang, Xiaoli Wei, Li Long, Chunxia Zhang
Leveraging Uncertainty Quantification for Picking Robust First Break Times. CoRR (2023)
Aoqi Song, Changpeng Wang, Chunxia Zhang, Jiang-She Zhang, Xiao-Li Wei, Xiong Deng
Hybrid Shot2Shot and Re-De-Noising Regularization for Random Noise Attenuation of Seismic Data. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Pei Liu, Anguo Dong, Changpeng Wang, Chunxia Zhang, Jiangshe Zhang
Consecutively Missing Seismic Data Reconstruction Via Wavelet-Based Swin Residual Network. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Aoqi Song, Changpeng Wang, Chunxia Zhang, Jiangshe Zhang, Xiong Deng, Xiao-Li Wei
Regeneration-Constrained Self-Supervised Seismic Data Interpolation. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xiao-Li Wei, Chunxia Zhang, Sang-Woon Kim, Kai-Li Jing, Yong-Jun Wang, Shuang Xu, Zhuangzhuang Xie
Seismic fault detection using convolutional neural networks with focal loss. Comput. Geosci. 158 (2022)
Hongtao Wang, Jiangshe Zhang, Xiaoli Wei, Chunxia Zhang, Zhenbo Guo, Li Long, Yicheng Wang
MSSPN: Automatic First Arrival Picking using Multi-Stage Segmentation Picking Network. CoRR (2022)
Aoqi Song, Changpeng Wang, Chunxia Zhang, Jiang-She Zhang, Xiong Deng
Seismic Data Reconstruction via Recurrent Residual Multiscale Inference. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Hongtao Wang, Jiangshe Zhang, Zixiang Zhao, Chunxia Zhang, Long Li, Zhiyu Yang, Weifeng Geng
Automatic Velocity Picking Using a Multi-Information Fusion Deep Semantic Segmentation Network. CoRR (2022)
Shuang Xu, Jiangshe Zhang, Jialin Wang, Kai Sun, Chunxia Zhang, Junmin Liu, Junying Hu
A model-driven network for guided image denoising. Inf. Fusion 85 (2022)
Zixiang Zhao, Shuang Xu, Jiangshe Zhang, Chengyang Liang, Chunxia Zhang, Junmin Liu
Efficient and Model-Based Infrared and Visible Image Fusion via Algorithm Unrolling. IEEE Trans. Circuits Syst. Video Technol. 32 (3) (2022)
Xiao-Li Wei, Chunxia Zhang, Hongtao Wang, Zixiang Zhao, Xiong Deng, Shuang Xu, Jiangshe Zhang, Sang-Woon Kim
Hybrid Loss-Guided Coarse-to-Fine Model for Seismic Data Consecutively Missing Trace Reconstruction. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Hongtao Wang, Jiangshe Zhang, Zixiang Zhao, Chunxia Zhang, Li Long, Zhiyu Yang, Weifeng Geng
Automatic Velocity Picking Using a Multi-Information Fusion Deep Semantic Segmentation Network. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Hongtao Wang, Jiangshe Zhang, Chunxia Zhang, Zixiang Zhao, Chengli Tan, Zhiyu Yang, Weifeng Geng
Automatic Velocity Picking Using Unsupervised Ensemble Learning. CoRR (2022)
Shuang Xu, Jiangshe Zhang, Zixiang Zhao, Kai Sun, Junmin Liu, Chunxia Zhang
Deep Gradient Projection Networks for Pan-sharpening. CVPR (2021)
Guang Shi, Jiang-She Zhang, Junmin Liu, Chunxia Zhang, Changsheng Zhou, Shuyun Yang
Global Context-Augmented Objection Detection in VHR Optical Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 59 (12) (2021)
Junmin Liu, Changsheng Zhou, Rongrong Fei, Chunxia Zhang, Jiangshe Zhang
Pansharpening Via Neighbor Embedding of Spatial Details. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Shuang Xu, Jiangshe Zhang, Zixiang Zhao, Kai Sun, Junmin Liu, Chunxia Zhang
Deep Gradient Projection Networks for Pan-sharpening. CoRR (2021)
Lizhen Ji, Jiangshe Zhang, Chunxia Zhang, Cong Ma, Shuang Xu, Kai Sun
CondenseNet with exclusive lasso regularization. Neural Comput. Appl. 33 (23) (2021)
Chunxia Zhang, Junmin Liu, Guanwei Wang, Guanghai Li
DPP-VSE: Constructing a variable selection ensemble by determinantal point processes. Expert Syst. Appl. 178 (2021)
Shuang Xu, Jiangshe Zhang, Kai Sun, Zixiang Zhao, Lu Huang, Junmin Liu, Chunxia Zhang
Deep Convolutional Sparse Coding Network for Pansharpening with Guidance of Side Information. CoRR (2021)
Zixiang Zhao, Jiangshe Zhang, Shuang Xu, Kai Sun, Lu Huang, Junmin Liu, Chunxia Zhang
FGF-GAN: A Lightweight Generative Adversarial Network for Pansharpening via Fast Guided Filter. ICME (2021)
Shuang Xu, Jiangshe Zhang, Kai Sun, Zixiang Zhao, Lu Huang, Junmin Liu, Chunxia Zhang
Deep Convolutional Sparse Coding Network For Pansharpening With Guidance Of Side Information. ICME (2021)
Junmin Liu, Zhuangzhuang Xie, Chunxia Zhang, Guang Shi
A novel method for Mandarin speech synthesis by inserting prosodic structure prediction into Tacotron2. Int. J. Mach. Learn. Cybern. 12 (10) (2021)
Yicheng Wang, Shuang Xu, Junmin Liu, Zixiang Zhao, Chunxia Zhang, Jiangshe Zhang
MFIF-GAN: A new generative adversarial network for multi-focus image fusion. Signal Process. Image Commun. 96 (2021)
Zixiang Zhao, Jiangshe Zhang, Shuang Xu, Kai Sun, Lu Huang, Junmin Liu, Chunxia Zhang
FGF-GAN: A Lightweight Generative Adversarial Network for Pansharpening via Fast Guided Filter. CoRR (2021)
Zixiang Zhao, Shuang Xu, Chunxia Zhang, Junmin Liu, Jiangshe Zhang
Bayesian Fusion for Infrared and Visible Images. CoRR (2020)
Zixiang Zhao, Shuang Xu, Rui Feng, Chunxia Zhang, Junmin Liu, Jiangshe Zhang
When Image Decomposition Meets Deep Learning: A Novel Infrared and Visible Image Fusion Method. CoRR (2020)
Zixiang Zhao, Shuang Xu, Chunxia Zhang, Junmin Liu, Jiangshe Zhang
Efficient and Interpretable Infrared and Visible Image Fusion Via Algorithm Unrolling. CoRR (2020)
Shuang Xu, Zixiang Zhao, Yicheng Wang, Chunxia Zhang, Junmin Liu, Jiangshe Zhang
Deep Convolutional Sparse Coding Networks for Image Fusion. CoRR (2020)
Guang Shi, Jiangshe Zhang, Chunxia Zhang, Junying Hu
A distributed parallel training method of deep belief networks. Soft Comput. 24 (17) (2020)
Shuang Xu, Xiaoli Wei, Chunxia Zhang, Junmin Liu, Jiangshe Zhang
MFFW: A new dataset for multi-focus image fusion. CoRR (2020)
Shuang Xu, Lizhen Ji, Zhe Wang, Pengfei Li, Kai Sun, Chunxia Zhang, Jiangshe Zhang
Towards Reducing Severe Defocus Spread Effects for Multi-Focus Image Fusion via an Optimization Based Strategy. IEEE Trans. Computational Imaging 6 (2020)
Zixiang Zhao, Shuang Xu, Chunxia Zhang, Junmin Liu, Jiangshe Zhang, Pengfei Li
DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion. IJCAI (2020)
Shuang Xu, Chunxia Zhang, Jiangshe Zhang
Adaptive quantile low-rank matrix factorization. Pattern Recognit. 103 (2020)
Ouafa Amira, Shuang Xu, Fang Du, Jiangshe Zhang, Chunxia Zhang, Rafik Hamza
Weighted-capsule routing via a fuzzy gaussian model. Pattern Recognit. Lett. 138 (2020)
Xingfang Huang, Shuang Xu, Chunxia Zhang, Jiangshe Zhang
Robust CP Tensor Factorization With Skew Noise. IEEE Signal Process. Lett. 27 (2020)
Changsheng Zhou, Jiangshe Zhang, Junmin Liu, Chunxia Zhang, Rongrong Fei, Shuang Xu
PercepPan: Towards Unsupervised Pan-Sharpening Based on Perceptual Loss. Remote. Sens. 12 (14) (2020)
Shuang Xu, Chunxia Zhang, Pei Wang, Jiangshe Zhang
Variational Bayesian weighted complex network reconstruction. Inf. Sci. 521 (2020)
Shuang Xu, Chunxia Zhang, Jiangshe Zhang
Bayesian deep matrix factorization network for multiple images denoising. Neural Networks 123 (2020)
Changsheng Zhou, Jiangshe Zhang, Junmin Liu, Chunxia Zhang, Guang Shi, Junying Hu
Bayesian Transfer Learning for Object Detection in Optical Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 58 (11) (2020)
Zixiang Zhao, Shuang Xu, Chunxia Zhang, Junmin Liu, Pengfei Li, Jiangshe Zhang
DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion. CoRR (2020)
Yicheng Wang, Shuang Xu, Junmin Liu, Zixiang Zhao, Chunxia Zhang, Jiangshe Zhang
MFIF-GAN: A New Generative Adversarial Network for Multi-Focus Image Fusion. CoRR (2020)
Shuang Xu, Lizhen Ji, Zhe Wang, Pengfei Li, Kai Sun, Chunxia Zhang, Jiangshe Zhang
Towards Reducing Severe Defocus Spread Effects for Multi-Focus Image Fusion via an Optimization Based Strategy. CoRR (2020)
Junmin Liu, Yunqiao Feng, Changsheng Zhou, Chunxia Zhang
PWNet: An Adaptive Weight Network for the Fusion of Panchromatic and Multispectral Images. Remote. Sens. 12 (17) (2020)
Zixiang Zhao, Shuang Xu, Chunxia Zhang, Junmin Liu, Jiangshe Zhang
Bayesian fusion for infrared and visible images. Signal Process. 177 (2020)
Fang Du, Jiangshe Zhang, Nannan Ji, Junying Hu, Chunxia Zhang
Discriminative Representation Learning with Supervised Auto-encoder. Neural Process. Lett. 49 (2) (2019)
Bao Guo, Chunxia Zhang, Junmin Liu, Xiaoyi Ma
Improving text classification with weighted word embeddings via a multi-channel TextCNN model. Neurocomputing 363 (2019)
Chunxia Zhang, Yilei Wu, Mu Zhu
Pruning variable selection ensembles. Stat. Anal. Data Min. 12 (3) (2019)
Fang Du, Jiangshe Zhang, Nannan Ji, Guang Shi, Chunxia Zhang
An effective hierarchical extreme learning machine based multimodal fusion framework. Neurocomputing 322 (2018)
Kai Sun, Jiang-She Zhang, Chunxia Zhang, Junying Hu
Generalized extreme learning machine autoencoder and a new deep neural network. Neurocomputing 230 (2017)
Junying Hu, Jiang-She Zhang, Nannan Ji, Chunxia Zhang
A new regularized restricted Boltzmann machine based on class preserving. Knowl. Based Syst. 123 (2017)
Junying Hu, Jiang-She Zhang, Nannan Ji, Chunxia Zhang
A modified version of Helmholtz machine by using a Restricted Boltzmann Machine to model the generative probability of the top layer. Neurocomputing 267 (2017)
Chunxia Zhang, Yilei Wu, Mu Zhu
Pruning variable selection ensembles. CoRR (2017)
Huirong Li, Jiang-She Zhang, Junying Hu, Chunxia Zhang, Junmin Liu
Graph-based discriminative concept factorization for data representation. Knowl. Based Syst. 118 (2017)
Junying Hu, Jiang-She Zhang, Chunxia Zhang, Juan Wang
A new deep neural network based on a stack of single-hidden-layer feedforward neural networks with randomly fixed hidden neurons. Neurocomputing 171 (2016)
Junmin Liu, Jiangshe Zhang, Yuelin Gao, Chunxia Zhang, Zhihua Li
Enhancing Spectral Unmixing by Local Neighborhood Weights. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 5 (5) (2012)
Chunxia Zhang, Robert P. W. Duin
An Empirical Study of a Linear Regression Combiner on Multi-class Data Sets. MCS (2009)