Haixia Bi

According to our database, Haixia Bi authored at least 49 papers between 2014 and 2026.

Collaborative distances:

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

2026

LSFMamba: Local-Enhanced Spiral Fusion Mamba for Multi-Modal Land Cover Classification.

Honghao Chang, Haixia Bi, Chen Xu, Fan Li

IEEE Trans. Circuits Syst. Video Technol., May, 2026

MemOVCD: Training-Free Open-Vocabulary Change Detection via Cross-Temporal Memory Reasoning and Global-Local Adaptive Rectification.

Zuzheng Kuang, Honghao Chang, Boqiang Liang, Haoqian Wang, Lijun He, Fan Li, Haixia Bi

CoRR, April, 2026

Enhancing Foundation VLM Robustness to Missing Modality: Scalable Diffusion for Bi-directional Feature Restoration.

Wei Dai, Haoyu Wang, Honghao Chang, Lijun He, Fan Li, Jian Sun, Haixia Bi

CoRR, February, 2026

GHSS-Net: A Graph-Enhanced Hybrid Self-Supervised Framework for PolSAR Image Classification.

Yuchen Wang, Zuzheng Kuang, Haixia Bi, Danfeng Hong

IEEE Trans. Aerosp. Electron. Syst., 2026

IDEAL: Independent domain embedding augmentation learning.

Zelin Yang, Lin Xu, Shiyang Yan, Haixia Bi, Fan Li

Pattern Recognit., 2026

RectMamba: Exploring state space models with entropy-divergence framework for noisy label rectification.

Ningwei Wang, Weiqiang Jin, Haixia Bi, Guang Yang

Neurocomputing, 2026

Invisible Triggers, Visible Threats! Road-Style Adversarial Creation Attack for Visual 3D Detection in Autonomous Driving.

Jian Wang, Lijun He, Yixing Yong, Haixia Bi, Fan Li

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

HeadHunt-VAD: Hunting Robust Anomaly-Sensitive Heads in MLLM for Tuning-Free Video Anomaly Detection.

Zhaolin Cai, Fan Li, Ziwei Zheng, Haixia Bi, Lijun He

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Beyond Hallucinations: A Multimodal-Guided Task-Aware Generative Image Compression for Ultra-Low Bitrate.

Kaile Wang, Lijun He, Haisheng Fu, Haixia Bi, Fan Li

CoRR, December, 2025

Continual Alignment for SAM: Rethinking Foundation Models for Medical Image Segmentation in Continual Learning.

Jiayi Wang, Wei Dai, Haoyu Wang, Sihan Yang, Haixia Bi, Jian Sun

CoRR, November, 2025

What Your Features Reveal: Data-Efficient Black-Box Feature Inversion Attack for Split DNNs.

Zhihan Ren, Lijun He, Jiaxi Liang, Xinzhu Fu, Haixia Bi, Fan Li

CoRR, November, 2025

Learning Fourier shapes to probe the geometric world of deep neural networks.

Jian Wang, Yixing Yong, Haixia Bi, Lijun He, Fan Li

CoRR, November, 2025

PolSAR Image Classification With Complex-Valued Diffusion Model as Representation Learners.

Zuzheng Kuang, Kang Liu, Haixia Bi, Fan Li

IEEE Trans. Aerosp. Electron. Syst., October, 2025

ECP-Mamba: An Efficient Multi-scale Self-supervised Contrastive Learning Method with State Space Model for PolSAR Image Classification.

Zuzheng Kuang, Haixia Bi, Chen Xu, Jian Sun

CoRR, June, 2025

EDADet: Encoder-Decoder Domain Augmented Alignment Detector for Tiny Objects in Remote Sensing Images.

Wenguang Tao, Xiaotian Wang, Tian Yan, Haixia Bi, Jie Yan

IEEE Trans. Geosci. Remote. Sens., 2025

Unsupervised and Unpaired Fusion-Based Hyperspectral Image Super-Resolution Based on Reflectance Migration.

Wei Liu, Haixia Bi, Xuehu Zhu, Chen Xu, Bin Pan

IEEE Trans. Geosci. Remote. Sens., 2025

ECP-Mamba: An Efficient Multiscale Self-Supervised Contrastive Learning Method With State Space Model for PolSAR Image Classification.

Zuzheng Kuang, Haixia Bi, Fan Li, Chen Xu

IEEE Trans. Geosci. Remote. Sens., 2025

Learning with noisy labels via Mamba and entropy KNN framework.

Ningwei Wang, Weiqiang Jin, Shirou Jing, Haixia Bi, Guang Yang

Appl. Soft Comput., 2025

Improved Baselines with Synchronized Encoding for Universal Medical Image Segmentation.

Sihan Yang, Jiadong Feng, Xuande Mi, Haixia Bi, Hai Zhang, Jian Sun

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

2024

Polarimetry-Inspired Contrastive Learning for Class-Imbalanced PolSAR Image Classification.

Zuzheng Kuang, Haixia Bi, Fan Li, Chen Xu, Jian Sun

IEEE Trans. Geosci. Remote. Sens., 2024

Deep Symmetric Fusion Transformer for Multimodal Remote Sensing Data Classification.

Honghao Chang, Haixia Bi, Fan Li, Chen Xu, Jocelyn Chanussot, Danfeng Hong

IEEE Trans. Geosci. Remote. Sens., 2024

Cross-Attention-Driven Adaptive Graph Relational Network for Multilabel Remote Sensing Scene Classification.

Haixia Bi, Honghao Chang, Xiaotian Wang, Danfeng Hong

IEEE Trans. Geosci. Remote. Sens., 2024

Rank Learning Based Full-Resolution Quality Evaluation Method for Pansharpened Images.

Xiaodi Guan, Fan Li, Haixia Bi, Lijiao Gong

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

A Survey on Deep Learning for Few-Shot PolSAR Image Classification.

Ningwei Wang, Weiqiang Jin, Haixia Bi, Chen Xu, Jinghuai Gao

Remote. Sens., 2024

SAM-UNet:Enhancing Zero-Shot Segmentation of SAM for Universal Medical Images.

Sihan Yang, Haixia Bi, Hai Zhang, Jian Sun

CoRR, 2024

Dual-Branch PolSAR Image Classification Based On Graphmae And Local Feature Extraction.

Yuchen Wang, Ziyi Guo, Haixia Bi, Danfeng Hong, Chen Xu

Proceedings of the IGARSS 2024, 2024

Diffusion-Based Generative Self-Supervised Model for Few-Shot PolSAR Image Classification.

Kang Liu, Zuzheng Kuang, Shirou Jing, Haixia Bi, Yaochen Li, Chen Xu

Proceedings of the IGARSS 2024, 2024

2023

Self-Distillation-Based Polarimetric Image Classification with Noisy and Sparse Labels.

Ningwei Wang, Haixia Bi, Fan Li, Chen Xu, Jinghuai Gao

Remote. Sens., December, 2023

An Infrared Small Target Detection Method Based on Attention Mechanism.

Xiaotian Wang, Ruitao Lu, Haixia Bi, Yuhai Li

Sensors, October, 2023

An active semi-supervised deep learning model for human activity recognition.

Haixia Bi, Miquel Perelló-Nieto, Raúl Santos-Rodríguez, Peter A. Flach, Ian Craddock

J. Ambient Intell. Humaniz. Comput., October, 2023

Noise-Tolerant Unsupervised Classification for PolSAR Images Via Deep Clustering And Markov Random Field.

Sihan Yang, Haixia Bi, Xiaotian Wang, Danfeng Hong

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Tropical Cyclone Intensity Prediction by Spectral-Temporal Dislocation and Attention-Based Networks.

Yahui Xiu, Zhao Chen, Xinyang Pu, Haixia Bi, Feng Xu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Complex-Valued Fully Convolutional Network for PolSAR Image Classification with Noisy Labels.

Ningwei Wang, Haixia Bi, Xiaotian Wang, Zhao Chen

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Complex-Valued Self-Supervised PolSAR Image Classification Integrating Attention Mechanism.

Zuzheng Kuang, Haixia Bi, Fan Li

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Gaussian Focal Loss: Learning Distribution Polarized Angle Prediction for Rotated Object Detection in Aerial Images.

Jian Wang, Fan Li, Haixia Bi

IEEE Trans. Geosci. Remote. Sens., 2022

PolSAR Image Classification Based on Robust Low-Rank Feature Extraction and Markov Random Field.

Haixia Bi, Jing Yao, Zhiqiang Wei, Danfeng Hong, Jocelyn Chanussot

IEEE Geosci. Remote. Sens. Lett., 2022

2021

Human Activity Recognition Based on Dynamic Active Learning.

Haixia Bi, Miquel Perelló-Nieto, Raúl Santos-Rodríguez, Peter A. Flach

IEEE J. Biomed. Health Informatics, 2021

An Enhanced 3-D Discrete Wavelet Transform for Hyperspectral Image Classification.

Xiangyong Cao, Jing Yao, Xueyang Fu, Haixia Bi, Danfeng Hong

IEEE Geosci. Remote. Sens. Lett., 2021

2020

Polarimetric SAR Image Semantic Segmentation With 3D Discrete Wavelet Transform and Markov Random Field.

Haixia Bi, Lin Xu, Xiangyong Cao, Yong Xue, Zongben Xu

IEEE Trans. Image Process., 2020

Towards a Methodology for Acceptance Testing and Validation of Monitoring Bodyworn Devices.

Emma L. Tonkin, Miquel Perelló-Nieto, Haixia Bi, Antonis Vafeas

Proceedings of the 2020 IEEE International Conference on Pervasive Computing and Communications Workshops, 2020

Polsar Image Classification via Robust Low-Rank Feature Extraction and Markov Random Field.

Haixia Bi, Raúl Santos-Rodríguez, Peter A. Flach

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

An Active Deep Learning Approach for Minimally Supervised PolSAR Image Classification.

Haixia Bi, Feng Xu, Zhiqiang Wei, Yong Xue, Zongben Xu

IEEE Trans. Geosci. Remote. Sens., 2019

A Graph-Based Semisupervised Deep Learning Model for PolSAR Image Classification.

Haixia Bi, Jian Sun, Zongben Xu

IEEE Trans. Geosci. Remote. Sens., 2019

An Experimental Online Judge System Based on Docker Container for Learning and Teaching Assistance.

Yibo Han, Zheng Zhang, Bo Yuan, Haixia Bi, Mohammad Nasir Shahzad, Lu Liu

Proceedings of the 2019 IEEE SmartWorld, 2019

An Active Deep Learning Approach for Minimally-Supervised Polsar Image Classification.

Haixia Bi, Feng Xu, Zhiqiang Wei, Yibo Han, Yuanlong Cui, Yong Xue, Zongben Xu

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

Unsupervised PolSAR Image Factorization with Deep Convolutional Networks.

Haixia Bi, Feng Xu, Zhiqiang Wei, Yibo Han, Yuanlong Cui, Yong Xue, Zongben Xu

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

2017

Unsupervised PolSAR Image Classification Using Discriminative Clustering.

Haixia Bi, Jian Sun, Zongben Xu

IEEE Trans. Geosci. Remote. Sens., 2017

Polsar image classification based on three-dimensional wavelet texture features and Markov random field.

Haixia Bi, Lin Xu, Xiangyong Cao, Zongben Xu

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

2014

A design and implementation method of a SCA-based ad-hoc radio system.

Zhiqiang Wei, Haixia Bi

Proceedings of the IEEE International Conference on Information and Automation, 2014