Dual-frequency Selected Knowledge Distillation with Statistical-based Sample Rectification for PolSAR Image Classification
Fuente:
arXiv
Saved in:
| Main Authors: | Xin, Xinyue, Li, Ming, Wu, Yan, Li, Xiang, Zhang, Peng, Xu, Dazhi |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Multiview Manifold Evidential Fusion for PolSAR Image Classification
by: Shi, Junfei, et al.
Published: (2025)
by: Shi, Junfei, et al.
Published: (2025)
DDF2Pol: A Dual-Domain Feature Fusion Network for PolSAR Image Classification
by: Alkhatib, Mohammed Q.
Published: (2026)
by: Alkhatib, Mohammed Q.
Published: (2026)
Knowledge-guided Complex Diffusion Model for PolSAR Image Classification in Contourlet Domain
by: Shi, Junfei, et al.
Published: (2025)
by: Shi, Junfei, et al.
Published: (2025)
Dual-branch PolSAR Image Classification Based on GraphMAE and Local Feature Extraction
by: Wang, Yuchen, et al.
Published: (2024)
by: Wang, Yuchen, et al.
Published: (2024)
PolSAR Image Classification using a Hybrid Complex-Valued Network (HybridCVNet)
by: Alkhatib, Mohammed Q.
Published: (2026)
by: Alkhatib, Mohammed Q.
Published: (2026)
Consistency Regularization Semisupervised Learning for PolSAR Image Classification
by: Yu Wang, et al.
Published: (2025)
by: Yu Wang, et al.
Published: (2025)
SDF2Net: Shallow to Deep Feature Fusion Network for PolSAR Image Classification
by: Alkhatib, Mohammed Q., et al.
Published: (2024)
by: Alkhatib, Mohammed Q., et al.
Published: (2024)
Heterogeneous Network Based Contrastive Learning Method for PolSAR Land Cover Classification
by: Cai, Jianfeng, et al.
Published: (2024)
by: Cai, Jianfeng, et al.
Published: (2024)
Towards Interpretable PolSAR Image Classification: Polarimetric Scattering Mechanism Informed Concept Bottleneck and Kolmogorov-Arnold Network
by: Zhang, Jinqi, et al.
Published: (2025)
by: Zhang, Jinqi, et al.
Published: (2025)
Covariance Symmetries Classification in Multitemporal/Multipass PolSAR Images
by: Hanis, Dehbia, et al.
Published: (2025)
by: Hanis, Dehbia, et al.
Published: (2025)
ECP-Mamba: An Efficient Multi-scale Self-supervised Contrastive Learning Method with State Space Model for PolSAR Image Classification
by: Kuang, Zuzheng, et al.
Published: (2025)
by: Kuang, Zuzheng, et al.
Published: (2025)
Unsupervised Classification of PolSAR Data Using a Scattering Similarity Measure Derived from a Geodesic Distance
by: Ratha, Debanshu, et al.
Published: (2017)
by: Ratha, Debanshu, et al.
Published: (2017)
Cloud Removal With PolSAR-Optical Data Fusion Using A Two-Flow Residual Network
by: Wang, Yuxi, et al.
Published: (2025)
by: Wang, Yuxi, et al.
Published: (2025)
Exploring Polarimetric Properties Preservation during Reconstruction of PolSAR images using Complex-valued Convolutional Neural Networks
by: Gabot, Quentin, et al.
Published: (2026)
by: Gabot, Quentin, et al.
Published: (2026)
A PolSAR Scattering Power Factorization Framework and Novel Roll-Invariant Parameters Based Unsupervised Classification Scheme Using a Geodesic Distance
by: Ratha, Debanshu, et al.
Published: (2019)
by: Ratha, Debanshu, et al.
Published: (2019)
Analysing PolSAR data from vegetation by using the subaperture decomposition approach
by: Ballester-Berman, J. David
Published: (2024)
by: Ballester-Berman, J. David
Published: (2024)
Dual-Model Weight Selection and Self-Knowledge Distillation for Medical Image Classification
by: Tsutsumi, Ayaka, et al.
Published: (2025)
by: Tsutsumi, Ayaka, et al.
Published: (2025)
Improvement of PolSAR Decomposition Scattering Powers Using a Relative Decorrelation Measure
by: Ratha, D., et al.
Published: (2017)
by: Ratha, D., et al.
Published: (2017)
Context-Aware Knowledge Distillation with Adaptive Weighting for Image Classification
by: Li, Zhengda
Published: (2025)
by: Li, Zhengda
Published: (2025)
PolMERLIN: Self-Supervised Polarimetric Complex SAR Image Despeckling with Masked Networks
by: Kato, Shunya, et al.
Published: (2024)
by: Kato, Shunya, et al.
Published: (2024)
Adaptive Dual-Teacher Distillation with Subnetwork Rectification for Bridging Semantic Gaps in Black-Box Domain Adaptation
by: Zhang, Zhe, et al.
Published: (2026)
by: Zhang, Zhe, et al.
Published: (2026)
ForCenNet: Foreground-Centric Network for Document Image Rectification
by: Cai, Peng, et al.
Published: (2025)
by: Cai, Peng, et al.
Published: (2025)
Uncertainty-Aware Dual-Student Knowledge Distillation for Efficient Image Classification
by: Gore, Aakash, et al.
Published: (2025)
by: Gore, Aakash, et al.
Published: (2025)
RSAR: Restricted State Angle Resolver and Rotated SAR Benchmark
by: Zhang, Xin, et al.
Published: (2025)
by: Zhang, Xin, et al.
Published: (2025)
Document Image Rectification Bases on Self-Adaptive Multitask Fusion
by: Li, Heng, et al.
Published: (2025)
by: Li, Heng, et al.
Published: (2025)
DFMSD: Dual Feature Masking Stage-wise Knowledge Distillation for Object Detection
by: Zhang, Zhourui, et al.
Published: (2024)
by: Zhang, Zhourui, et al.
Published: (2024)
KD-DETR: Knowledge Distillation for Detection Transformer with Consistent Distillation Points Sampling
by: Wang, Yu, et al.
Published: (2022)
by: Wang, Yu, et al.
Published: (2022)
Dual-Model Distillation for Efficient Action Classification with Hybrid Edge-Cloud Solution
by: Wei, Timothy, et al.
Published: (2024)
by: Wei, Timothy, et al.
Published: (2024)
Towards SAR Automatic Target Recognition MultiCategory SAR Image Classification Based on Light Weight Vision Transformer
by: Zhao, Guibin, et al.
Published: (2024)
by: Zhao, Guibin, et al.
Published: (2024)
CATSNet: a context-aware network for Height Estimation in a Forested Area based on Pol-TomoSAR data
by: Yang, Wenyu, et al.
Published: (2024)
by: Yang, Wenyu, et al.
Published: (2024)
CrossKD: Cross-Head Knowledge Distillation for Object Detection
by: Wang, Jiabao, et al.
Published: (2023)
by: Wang, Jiabao, et al.
Published: (2023)
Remote Sensing Image Classification with Decoupled Knowledge Distillation
by: He, Yaping, et al.
Published: (2025)
by: He, Yaping, et al.
Published: (2025)
Dual Selective Fusion Transformer Network for Hyperspectral Image Classification
by: Xu, Yichu, et al.
Published: (2024)
by: Xu, Yichu, et al.
Published: (2024)
Image-Free Timestep Distillation via Continuous-Time Consistency with Trajectory-Sampled Pairs
by: Tang, Bao, et al.
Published: (2025)
by: Tang, Bao, et al.
Published: (2025)
Semi-Supervised Disease Classification based on Limited Medical Image Data
by: Zhang, Yan, et al.
Published: (2024)
by: Zhang, Yan, et al.
Published: (2024)
Rethinking Knowledge in Distillation: An In-context Sample Retrieval Perspective
by: Zhu, Jinjing, et al.
Published: (2025)
by: Zhu, Jinjing, et al.
Published: (2025)
Accelerating Diffusion for SAR-to-Optical Image Translation via Adversarial Consistency Distillation
by: Bai, Xinyu, et al.
Published: (2024)
by: Bai, Xinyu, et al.
Published: (2024)
Structural and Statistical Texture Knowledge Distillation and Learning for Segmentation
by: Ji, Deyi, et al.
Published: (2025)
by: Ji, Deyi, et al.
Published: (2025)
Conditional Prototype Rectification Prompt Learning
by: Chen, Haoxing, et al.
Published: (2024)
by: Chen, Haoxing, et al.
Published: (2024)
Sample-level Adaptive Knowledge Distillation for Action Recognition
by: Li, Ping, et al.
Published: (2025)
by: Li, Ping, et al.
Published: (2025)
Similar Items
-
Multiview Manifold Evidential Fusion for PolSAR Image Classification
by: Shi, Junfei, et al.
Published: (2025) -
DDF2Pol: A Dual-Domain Feature Fusion Network for PolSAR Image Classification
by: Alkhatib, Mohammed Q.
Published: (2026) -
Knowledge-guided Complex Diffusion Model for PolSAR Image Classification in Contourlet Domain
by: Shi, Junfei, et al.
Published: (2025) -
Dual-branch PolSAR Image Classification Based on GraphMAE and Local Feature Extraction
by: Wang, Yuchen, et al.
Published: (2024) -
PolSAR Image Classification using a Hybrid Complex-Valued Network (HybridCVNet)
by: Alkhatib, Mohammed Q.
Published: (2026)