代表性工作(近五年)

近年来在IEEE TIP, IEEE TGRS, IEEE JBHI, IEEE GRSL, IJRS等国际期刊上和国际会议上发表论文30余篇。以下为近五年来的部分代表性工作:

 

期刊论文:

Jian WangFan Li, Haixia Bi,"Gaussian Focal Loss: Learning Distribution Polarized Angle Prediction for Rotated Object Detection in Aerial Images", IEEE Transactions on Geoscience and Remote Sensing, 2022, DOI: 10.1109/TGRS.2022.3175520 (SCI, IF: 5.6)

Haixia Bi, Miquel Perello-Nieto, Raul Santos-Rodriguez, Peter Flach, Ian Craddock, "An active semi-supervised deep learning model for human activity recognition”, Journal of Ambient Intelligence and Humanized Computing, 2022:1-17, doi.org/10.1007/s12652-022-03768-2. (SCI, IF: 7.1) Source code: https://github.com/HaixiaBi1982/ActSemiCNNAct

Haixia Bi, Jing Yao, Zhiqiang Wei and Danfeng Hong, “PolSAR Image Classification Based on Robust Low-Rank Feature Extraction and Markov Random Field”, IEEE Geoscience and Remote Sensing Letters, 2022, Vol.19: 4005205.  (SCI, IF: 4.0)

Haixia Bi, Miquel Perello-Nieto, Raul Santos-Rodriguez and Peter Flach, “Human Activity Recognition Based on Dynamic Active Learning”, IEEE Journal of Healthcare and Biomedical Informatics, 2021, 25(4):922-934. (SCI, IF: 6.3)

Xiangyong Cao, Jing Yao, Xuefeng Fu, Haixia Bi, Danfeng Hong, “An Enhanced 3-D Discrete Wavelet Transform for Hyperspectral Image Classification”,  IEEE Geoscience and Remote Sensing Letters, 2021, 18(6):1104-1108.  ((SCI, IF: 4.0,ESI高被引)

Haixia Bi, Lin Xu, Xiangyong Cao, Yong Xue and Zongben Xu, “Polarimetric SAR Image Semantic Segmentation with 3D Discrete Wavelet Transform and Markov Random Field”, IEEE Transactions on Image Processing, 2020, 29:6601-6614. (SCI, IF: 10.9)

Haixia Bi, Feng Xu, Zhiqiang Wei, Yong Xue and Zongben Xu, “An Active Deep Learning Approach for minimally-Supervised PolSAR Image Classification”, IEEE Transactions on Geoscience and Remote Sensing, 2019, 57(11): 9378-9395. (SCI, IF: 5.6)

Haixia Bi, Jian Sun and Zongben Xu,“A Graph-based Semisupervised Deep Learning Model for PolSAR Image Classication”, IEEE Transactions on Geoscience and Remote Sensing, 2019, 57 (4):2116-2132. (SCI, IF: 5.6, ESI高被引)

Haixia Bi, Jian Sun and Zongben Xu, “Unsupervised PolSAR Image Classification Using Discriminative Clustering”, IEEE Transactions on Geoscience and Remote Sensing, 2017, 55(6):3531–3544. (SCI, IF: 5.6)

Haixia Bi and Zhiqiang Wei, “A new phase unwrapping method based on region recognition and region expansion”, International Journal of Remote Sensing, 2016, 37(22):5287-5303. (SCI, IF: 3.2)

Y Cui, J Zhu, S Zorasa, X Chenb, Haixia Bi, Y Qiao, Z Soleimania, “State-of-the-art review of 3DPV technology: Structures and models”, Energy Conversion and Management, 2019, 200: 112-130. (SCI, IF: 9.7)

Patrick Merritt, Haixia Bi, Chris Windmill and Yong Xue, “Big Earth Data: A Comprehensive Analysis of Visualization Analytics Issues”, Big Earth Data, 2019, 2(4): 321-350.

 

会议论文:

Haixia Bi, Raul Santos-Rodriguez, Peter Flach, “PolSAR Image Classification via Robust Low-rank Feature Extraction and Markov Random Field”, IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2020.

Emma Tonkin, Miquel Perello-Nieto, Haixia Bi, and Antonis Vafeas, "Towards a Methodology for Acceptance Testing and Validation of Monitoring Bodyworn Devices”, ARDUOUS 2020.
Haixia Bi, Feng Xu, Zhiqiang Wei, Yong Xue, and Zongben Xu, “Unsupervised PolSAR Image Factorization with Deep Convolutional networks”, IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2019.
Haixia Bi, Feng Xu, Zhiqiang Wei, Yibo Han, Yuanlong Cui, Yong Xue, and Zongben Xu, “An Active Deep Learning Approach for minimally-Supervised PolSAR Image Classification”, IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2019.
Haixia Bi, Yong Xue, Patrick Merritt and Chris Windmill, “A Heterogeneous and Interactive Big Earth Data Framework”, International Conference on Big Data Engineering (BDE), 2019.
Haixia Bi, Lin Xu, Xiangyong Cao, and Zongben Xu, “PolSAR image classification based on three-dimensional wavelet texture features and Markov random field”, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2017.
Haixia Bi, Jian Sun, “PolSAR Image Classification Using Discriminative Clustering”, International Workshop on Remote Sensing with Intelligent Processing (RSIP), 2017.

Haixia Bi, Zhiqiang Wei, "A coherent parameter calibration method for distributed array radar", IEEE International Conference on Communication Technology,2017: 1093-1097.