Research output per year
Research output per year
Personal profile
Personal profile
I am a Ph.D. student at Xi'an Jiaotong-Liverpool University and University of Liverpool, where I had been very fortunate to be advised by Dr. Lei Fan. I received the degree of Master of Research in Computer Science from the University of Liverpool, Liverpool, U.K., in 2023. Welcome to my homepage.
Research interests
My research interests mainly lie on deep learning, especially in multi-modal information fusion, 3D computer vision, semantic segmentation, and data augmentation.
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):
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SDG 15 Life on Land
Fingerprint
Dive into the research topics where Qinfeng Zhu is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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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Classwise-CRF: Category-specific fusion for enhanced semantic segmentation of remote sensing imagery
Zhu, Q., Jiang, Y. & Fan, L., May 2026, In: Neural Networks. 197, 108485.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
SwinMamba: A hybrid local–global mamba framework for enhancing semantic segmentation of remotely sensed images
Zhu, Q., Li, H., He, L. & Fan, L., 15 May 2026, In: Digital Signal Processing: A Review Journal. 175, 106029.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus) -
Towards accurate urban scene understanding using point clouds: The SemanticUrban dataset
Fang, Y., Zhu, Q., Cai, Y. & Fan, L., 1 Oct 2026, In: Expert Systems with Applications. 328, 132949.Research output: Contribution to journal › Article › peer-review
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Enhancing Environmental Monitoring Through Multispectral Imaging: The WasteMS Dataset for Semantic Segmentation of Lakeside Waste
Zhu, Q., Weng, N., Fan, L. & Cai, Y., 3 Jan 2025, MultiMedia Modeling - 31st International Conference on Multimedia Modeling, MMM 2025, Proceedings. Ide, I., Kompatsiaris, I., Xu, C., Yanai, K., Chu, W.-T., Nitta, N., Riegler, M. & Yamasaki, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 362-372 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15520 LNCS).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
4 Citations (Scopus) -
Evaluating the Impact of Point Cloud Colorization on Semantic Segmentation Accuracy
Zhu, Q., Cao, J., Cai, Y. & Fan, L., 17 Apr 2025, 2024 IEEE 8th International Conference on Vision, Image and Signal Processing, ICVISP 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE 8th International Conference on Vision, Image and Signal Processing, ICVISP 2024).Research output: Chapter in Book or Report/Conference proceeding › Conference Proceeding › peer-review
8 Citations (Scopus)
Activities
- 5 Publication Peer-review
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IEEE Transactions on Circuits and Systems for Video Technology (Journal)
Zhu, Q. (Reviewer)
2024 → 2025Activity: Peer-review and editorial work of publications › Publication Peer-review
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IEEE Sensors Journal (Journal)
Zhu, Q. (Reviewer)
2024 → 2025Activity: Peer-review and editorial work of publications › Publication Peer-review
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ISPRS Journal of Photogrammetry and Remote Sensing (Journal)
Zhu, Q. (Reviewer)
2024 → …Activity: Peer-review and editorial work of publications › Publication Peer-review
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ArtInHCI (Journal)
Zhu, Q. (Reviewer)
2024 → 2025Activity: Peer-review and editorial work of publications › Publication Peer-review
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IEEE Access (Journal)
Zhu, Q. (Reviewer)
2024 → 2025Activity: Peer-review and editorial work of publications › Publication Peer-review