Research output per year
Research output per year
Personal profile
Profile
PhD Student
Department of Computer Science
Research interests
Remote Sensing Imagery Analysis
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Master of Information Sysjavascript:void(0);tems, University of Melbourne
16 Sept 2018 → 30 Jun 2020
Award Date: 01 Jul 2020
Bachelor of Science, Harbin Institute of Technology
Sept 2014 → Jul 2018
Award Date: 02 Jul 2018
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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HSR-Diff: Hyperspectral Image Super-Resolution via Conditional Diffusion Models
Wu, C., Wang, D., Bai, Y., Mao, H., Li, Y. & Shen, Q., 15 Jan 2024, 2023 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE Press, p. 7060-7070 11 p. (IEEE International Conference on Computer Vision).Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)
5 Citations (Scopus) -
Transport Object Detection in Street View Imagery Using Decomposed Convolutional Neural Networks
Bai, C., Shang, C., Li, Y., Shen, L., Zeng, X. & Shen, Q., 2024, Advances in Computational Intelligence Systems. 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)
Open AccessFile78 Downloads (Pure) -
Deep collaborative learning with class-rebalancing for semi-supervised change detection in SAR images
Hou, X., Bai, Y., Xie, Y., Ge, H., Li, Y., Shang, C. & Shen, Q., 15 Mar 2023, In: Knowledge-Based Systems. 264, 11 p., 110281.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus)27 Downloads (Pure) -
SAR Image Despeckling with Residual-in-Residual Dense Generative Adversarial Network
Bai, Y., Xiao, Y., Hou, X., Li, Y., Shang, C. & Shen, Q., 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)
1 Citation (Scopus) -
Coarse-To-Fine Unsupervised Change Detection for Remote Sensing Images Via Object-Based MRF and Inception UNET
Hou, X., Bai, Y., Shi, H. & Li, Y., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. IEEE Press, p. 3288-3292 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)
2 Citations (Scopus) -
Convolutional LSTM-Based Hierarchical Feature Fusion for Multispectral Pan-Sharpening
Wang, D., Bai, Y., Wu, C., Li, Y., Shang, C. & Shen, Q., 26 Jan 2022, In: IEEE Transactions on Geoscience and Remote Sensing. 60, 5404016.Research output: Contribution to journal › Article › peer-review
Open AccessFile13 Citations (Scopus)91 Downloads (Pure) -
Decomposed Neural Architecture Search for image denoising
Li, D., Bai, Y., Bai, Z., Li, Y., Shang, C. & Shen, Q., 01 Jul 2022, In: Applied Soft Computing. 124, 108914.Research output: Contribution to journal › Article › peer-review
Open AccessFile3 Citations (Scopus)56 Downloads (Pure) -
Robust Correlation Tracking for UAV with Feature Integration and Response Map Enhancement
Lin, B., Bai, Y., Bai, B. & Li, Y., 20 Aug 2022, In: Remote Sensing. 14, 16, 19 p., e4073.Research output: Contribution to journal › Article › peer-review
Open AccessFile7 Citations (Scopus)78 Downloads (Pure) -
A lightweight object detection framework for remote sensing images
Huyan, L., Bai, Y. P., Li, Y., Jiang, D., Zhang, Y., Zhou, Q., Wei, J., Liu, J., Zhang, Y. & Cui, T., 13 Feb 2021, In: Remote Sensing. 13, 4, 25 p., 683.Research output: Contribution to journal › Article › peer-review
Open AccessFile22 Citations (Scopus)88 Downloads (Pure) -
A Meta-Learning Framework for Few-Shot Classification of Remote Sensing Scene
Bai, C., 06 Jun 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Vol. 2021-June. p. 4590-4594 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)
7 Citations (Scopus) -
Heterogeneous two-Stream Network with Hierarchical Feature Prefusion for Multispectral Pan-Sharpening
Bai, C., 06 Jun 2021, ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Vol. 2021-June. p. 1845-1849 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (Non-Journal item)
5 Citations (Scopus)