Personal profile
Research interests
General Computer Vision and Machine Learning tasks, especially tasks related to few-shot learning, incremental learning, multimodal learning, video understanding, etc.
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Collaborations and top research areas from the last five years
Projects
- 1 Active
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Use of Bayesian statistics and deep neural network to improve the reliability of transient heat transfer experiments
Tang, H. (PI) & Chen, D. (CoI)
31/03/24 → 20/03/27
Project: Research council
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The urban greening paradox: Measuring day-night perceived safety divergences from paired street view images using generative AI
Dai, J., Wang, Y., Qiu, W., Ma, J. & Chen, D., 30 Apr 2026, In: Urban Forestry and Urban Greening. 118, 32 p., 129350.Research output: Contribution to journal › Article › peer-review
Open Access -
BikeshareGAN: Predicting dockless bike-sharing demand based on satellite image
Zhu, Y., Wang, Y., Li, J., Song, Q., Chen, D. & Qiu, W., 30 Jun 2025, In: Journal of Transport Geography. 126, 104245.Research output: Contribution to journal › Article › peer-review
Open Access7 Link opens in a new tab Citations (SciVal) -
Day-to-Night Street View Image Generation for 24-Hour Urban Scene Auditing Using Generative AI
Liu, Z., Li, T., Ren, T., Chen, D., Li, W. & Qiu, W., 31 May 2024, In: Journal of Imaging. 10, 5, 112.Research output: Contribution to journal › Article › peer-review
Open Access25 Link opens in a new tab Citations (SciVal) -
SolarGAN for Meso-Level Solar Radiation Prediction at the Urban Scale: A Case Study in Boston
Lu, Y., Li, X., Wu, S., Wang, Y., Qiu, W., Chen, D. & Li, Y., 1 Dec 2024, In: Remote Sensing. 16, 23, 4524.Research output: Contribution to journal › Article › peer-review
Open Access7 Link opens in a new tab Citations (SciVal) -
Identifying Urban Park Events through Computer Vision-Assisted Categorization of Publicly-Available Imagery
Tan, Y., Li, W., Chen, D. & Qiu, W., 31 Oct 2023, In: ISPRS International Journal of Geo-Information. 12, 10, 419.Research output: Contribution to journal › Article › peer-review
Open Access5 Link opens in a new tab Citations (SciVal)
Thesis
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The Visual Analysis of Complex Natural Phenomena
Chen, D. (Author), Hall, P. (Supervisor) & Brown, M. (Supervisor), 1 Dec 2017Student thesis: Doctoral Thesis › PhD
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Activities
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The IEEE/CVF Conference on Computer Vision and Pattern Recognition 2026 (Event)
Chen, D. (Peer reviewer)
Dec 2025 → Jan 2026Activity: Publication peer-review and editorial roles › Publication peer review
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BMVC 2025 (Event)
Chen, D. (Peer reviewer)
2025 → …Activity: Publication peer-review and editorial roles › Publication peer review
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2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024 (Event)
Chen, D. (Peer reviewer)
2024 → …Activity: Publication peer-review and editorial roles › Publication peer review
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Computers & Graphics (Journal)
Chen, D. (Peer reviewer)
2025 → …Activity: Publication peer-review and editorial roles › Publication peer review