Projects per year
Personal profile
Research Interests
My main research area is computer vision, and I focus on the topic of partial-duplicate large-scale image discovery. Corresponding contributions include areas of large-scale duplicate image detection, content-based image retrieval, image spatial verification, pattern recognition and large-scale image clustering, as well as knowledge discovery in large image collections.
Personal profile
Qian Zhang completed her BSc in Computer Science from the Hong Kong Baptist University in 2009. Following this she obtained an MSc (distinction) in Computer Science and Entrepreneurship at the University of Nottingham (UK) in the year 2010. Later in the next year, she started her PhD in the field of computer vision and image discovery within the Intelligent Modelling and Analysis Research Group (IMA) at the University of Nottingham, UK. She obtained her PhD in the year 2015 and joins the University of Nottingham Ningbo China (UNNC) in 2016 as an assistant professor.
Research Gate: https://www.researchgate.net/profile/Qian_Zhang106
Teaching
Image processing
Computer vision
Machine learning
Person Types
- Staff
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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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Development of Application Technology of Digital Technology in Sports Rehabilitation Scenarios
20/01/25 → 30/06/26
Project: Contract Projects › Horizontal-Ningbo Municipal Contract Projects
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Intelligent Investigation Assistant System Using NLP
Zhang, Q. (PI)
10/12/20 → 9/12/22
Project: Contract Projects › Horizontal-Ningbo Municipal Contract Projects
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Mobile phone acquisition data crawling and data structure system
Zhang, Q. (PI)
1/06/19 → 31/10/19
Project: Contract Projects › Horizontal-Ningbo Municipal Contract Projects
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The research of new 3D HDR multi-focused images fusion technologies and application in digital microscope
Zhang, Q. (PI)
2/03/15 → 1/03/18
Project: Government Funded Projects › Vertical-Ningbo Municipal/Departmental Government (市厅局级) Funded Projects
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System architecture and platform research on Ningbo internet vehicles
Zhang, Q. (PI)
1/09/13 → 31/12/13
Project: Contract Projects › Horizontal-Ningbo Municipal Contract Projects
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Evaluating Denoising Approaches for RGB-Infrared Images: Systematic Review and Comparative Analysis of Traditional Methods and Performance Metrics
Yu, Y., Lee, B. G., Zhang, Q. & Cui, T., 31 May 2025, In: Journal of Signal Processing Systems. 97, 1, p. 91-115 25 p., 103013.Research output: Journal Publication › Article › peer-review
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Focus fusion network for visible and infrared image fusion
Zhang, Y., Fang, Y. & Zhang, Q., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3850-3854 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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MITER: Medical Image–TExt joint adaptive pretRaining with multi-level contrastive learning
Shu, C., Zhu, Y., Tang, X., Xiao, J., Chen, Y., Li, X., Zhang, Q. & Lu, Z., 15 Mar 2024, In: Expert Systems with Applications. 238, 121526.Research output: Journal Publication › Article › peer-review
Open Access -
Scale optimization using evolutionary reinforcement learning for object detection on drone imagery
Zhang, J., Yang, X., He, W., Ren, J., Zhang, Q., Zhao, Y., Bai, R., He, X. & Liu, J., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 1, p. 410-418Research output: Journal Publication › Conference article › peer-review
Open Access -
Seat belt detection using gated Bi-LSTM with part-to-whole attention on diagonally sampled patches
Gu, X., Lu, Z., Ren, J. & Zhang, Q., 15 Oct 2024, In: Expert Systems with Applications. 252, Part A, 123784.Research output: Journal Publication › Article › peer-review