Hongwei Dong

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 35

Top Topics

Reweighted Least Squares

Convolutional Network

Image Classification

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Lingyu Si, Gang Li, Hongwei Dong, Changwen Zheng, Fanjiang Xu, Fuchun Sun
Radardiff: Improving Sea Clutter Suppression Using Diffusion Models for Radar Images. ICASSP (2024)
Hongwei Dong, Lingyu Si, Wenwen Qiang, Lamei Zhang, Junzhi Yu, Yuquan Wu, Changwen Zheng, Fuchun Sun
A Novel Causal Inference-Guided Feature Enhancement Framework for PolSAR Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Lingyu Si, Hongwei Dong, Wenwen Qiang, Zeen Song, Bo Du, Junzhi Yu, Fuchun Sun
A Trusted Generative-Discriminative Joint Feature Learning Framework for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Fangzhou Han, Lingyu Si, Hongwei Dong, Lamei Zhang, Hao Chen, Bo Du
Exploring Text-Guided Single Image Editing for Remote Sensing Images. CoRR (2024)
Lamei Zhang, Fangzhou Han, Tong Li, Haishan Dai, Bin Zou, Hongwei Dong
MLR-SimSiam: A Contrastive Pretraining Model Based on Polarimetric Jittering and Mutual Learning Regularizer for PolSAR Image Classification. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Zhaoyong Yan, Gang Li, Lingyu Si, Hongwei Dong
FPGNet: Single Image Deraining with High-Frequency Channel and Frequency Domain Prior Guidance. ICASSP (2024)
Feihong He, Gang Li, Lingyu Si, Leilei Yan, Shimeng Hou, Hongwei Dong, Fanzhang Li
CartoonDiff: Training-free Cartoon Image Generation with Diffusion Transformer Models. ICASSP (2024)
Lingyu Si, Hongwei Dong, Wenwen Qiang, Changwen Zheng, Junzhi Yu, Fuchun Sun
Regularized Hypothesis-Induced Wasserstein Divergence for unsupervised domain adaptation. Knowl. Based Syst. 283 (2024)
Fangzhou Han, Hongwei Dong, Lingyu Si, Lamei Zhang
Improving SAR Automatic Target Recognition via Trusted Knowledge Distillation From Simulated Data. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jingyao Wang, Zeen Song, Xingzhe Su, Lingyu Si, Hongwei Dong, Wenwen Qiang, Changwen Zheng
Learning to Sample Tasks for Meta Learning. CoRR (2023)
Hongwei Dong, Lingyu Si, Wenwen Qiang, Wuxia Miao, Changwen Zheng, Yuquan Wu, Lamei Zhang
A Polarimetric Scattering Characteristics-Guided Adversarial Learning Approach for Unsupervised PolSAR Image Classification. Remote. Sens. 15 (7) (2023)
Hongwei Dong, Fangzhou Han, Lingyu Si, Wenwen Qiang, Lamei Zhang
Background Debiased SAR Target Recognition via Causal Interventional Regularizer. CoRR (2023)
Feihong He, Gang Li, Lingyu Si, Leilei Yan, Shimeng Hou, Hongwei Dong, Fanzhang Li
Cartoondiff: Training-free Cartoon Image Generation with Diffusion Transformer Models. CoRR (2023)
Lingyu Si, Hongwei Dong, Wenwen Qiang, Junzhi Yu, Wenlong Zhai, Changwen Zheng, Fanjiang Xu, Fuchun Sun
A Dimensional Structure based Knowledge Distillation Method for Cross-Modal Learning. CoRR (2023)
Hongwei Dong, Lamei Zhang, Da Lu, Bin Zou
Attention-Based Polarimetric Feature Selection Convolutional Network for PolSAR Image Classification. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Yongchang Zheng, Hongwei Dong
The Deep Learning-Based Framework for Automated Predicting COVID-19 Severity Score. KES (2022)
Lamei Zhang, Siyu Zhang, Bin Zou, Hongwei Dong
Unsupervised Deep Representation Learning and Few-Shot Classification of PolSAR Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Hongwei Dong, Lamei Zhang, Bin Zou
Exploring Vision Transformers for Polarimetric SAR Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Hongwei Dong, Liming Yang
Kernel-based regression via a novel robust loss function and iteratively reweighted least squares. Knowl. Inf. Syst. 63 (5) (2021)
Hongwei Dong, Liming Yang, Xue Wang
Robust semi-supervised support vector machines with Laplace kernel-induced correntropy loss functions. Appl. Intell. 51 (2) (2021)
Hongwei Dong, Bin Zou, Lamei Zhang, Siyu Zhang
Automatic Design of CNNs via Differentiable Neural Architecture Search for PolSAR Image Classification. IEEE Trans. Geosci. Remote. Sens. 58 (9) (2020)
Lamei Zhang, Siyu Zhang, Hongwei Dong, Da Lu
Polsar Image Classification via Complex-Valued Multi-Scale Convolutional Neural Network. IGARSS (2020)
Lamei Zhang, Siyu Zhang, Bin Zou, Hongwei Dong
PCLNet: A Practical Way for Unsupervised Deep PolSAR Representations and Few-Shot Classification. CoRR (2020)
Hongwei Dong, Liming Yang
Training robust support vector regression machines for more general noise. J. Intell. Fuzzy Syst. 39 (3) (2020)
Hongwei Dong, Lamei Zhang, Bin Zou
PolSAR Image Classification with Lightweight 3D Convolutional Networks. Remote. Sens. 12 (3) (2020)
Hongwei Dong, Lamei Zhang, Bin Zou
Band Attention Convolutional Networks For Hyperspectral Image Classification. CoRR (2019)
Hongwei Dong, Siyu Zhang, Bin Zou, Lamei Zhang
Automatic Design of CNNs via Differentiable Neural Architecture Search for PolSAR Image Classification. CoRR (2019)
Hongwei Dong, Liming Yang
Iteratively reweighted least squares for robust regression via SVM and ELM. CoRR (2019)
Hongwei Dong, Lamei Zhang, Bin Zou
Densely Connected Convolutional Neural Network Based Polarimetric SAR Image Classification. IGARSS (2019)
Liming Yang, Hongwei Dong
Robust support vector machine with generalized quantile loss for classification and regression. Appl. Soft Comput. 81 (2019)
Lamei Zhang, Hongwei Dong, Bin Zou
Efficiently utilizing complex-valued PolSAR image data via a multi-task deep learning framework. CoRR (2019)
Hailong Hu, Zhong Li, Hongwei Dong, Tianhe Zhou
Graphical Representation and Similarity Analysis of Protein Sequences Based on Fractal Interpolation. IEEE ACM Trans. Comput. Biol. Bioinform. 14 (1) (2017)
Hongwei Dong, Yanjun Zhang, Mengmei Chen, Wei Jin
Design of the Image Acquisition and Processing System for Color Sorter Based on FPGA. CRC (2017)
Liming Yang, Zhuo Ren, Yidan Wang, Hongwei Dong
A Robust Regression Framework with Laplace Kernel-Induced Loss. Neural Comput. 29 (11) (2017)
Yanli Zhao, Chengwei Shan, Hongwei Dong, Guixue Hu
Evolution path and research hotspot in international information literacy education field based on citespace II. ICCIP (2016)
Hongwei Dong, Shuhui Dong
Image-based surface deformation for multi-view three-dimensional facial reconstruction. IET Comput. Vis. 8 (6) (2014)