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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Projects
- 5 Finished
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Intelligent Investigation Assistant System Using NLP
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
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
2/03/15 → 1/03/18
Project: Government Funded Projects › Vertical-Ningbo Municipal Government Funded Projects
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System architecture and platform research on Ningbo internet vehicles
1/09/13 → 31/12/13
Project: Contract Projects › Horizontal-Ningbo Municipal Contract Projects
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Big data analytics and applications on Ningbo internet of vehicles
1/08/13 → 30/11/13
Project: Contract Projects › Horizontal-Ningbo Municipal Contract Projects
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ICAF: Iterative Contrastive Alignment Framework for Multimodal Abstractive Summarization
Zhang, Z., Shu, C., Chen, Y., Xiao, J., Zhang, Q. & Zheng, L., 2022, 2022 International Joint Conference on Neural Networks, IJCNN 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2022-July).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Rain-component-aware capsule-GAN for single image de-raining
Yang, F., Ren, J., LU, Z., Zhang, J. & Zhang, Q., Mar 2022, In: Pattern Recognition. 123, 108377.Research output: Journal Publication › Article › peer-review
4 Citations (Scopus) -
SPATIAL-CONTEXT-AWARE DEEP NEURAL NETWORK FOR MULTI-CLASS IMAGE CLASSIFICATION
Zhang, J., Zhang, Q., Ren, J., Zhao, Y. & Liu, J., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1960-1964 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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A short-term wind speed forecasting model based on a multi-variable long short-term memory network
Xie, A., Yang, H., Chen, J., Sheng, L. & Zhang, Q., 19 May 2021, In: Atmosphere. 12, 5, 651.Research output: Journal Publication › Article › peer-review
Open Access12 Citations (Scopus) -
A size adaptive neural network for nucleus segmentation
Shu, J., Gao, Q., Guan, Y. & Zhang, Q., 26 Feb 2021, 2021 5th International Conference on Digital Signal Processing, ICDSP 2021. Association for Computing Machinery, p. 315-319 5 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review