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Shanghai Jiao Tong University Institute of Image Processing and Pattern Recognition, as one of the earliest institutes in the field of pattern recognition in China, undertakes the discipline "Pattern Recognition and Intelligent Systems" enlisted as National Key Disciplines twice in 1987 and 2001, and supports the construction of the National Key Discipline of "Control Science and Engineering". After several experts and scholars such as Jiegu Li, Pengfei Shi, Jie Yang, etc., the institute has strong scientific research strength and
scientific research conditions, and has a complete set of video data
acquisition equipment, multiple video camera networking systems,
high-performance servers, large workstations; More
than 60 projects includingthe Natural Science Foundation, and
the Shanghai Major Project; and the first prize of the National Science
and Technology Progress Award.
Machine Learning
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Machine learning is one of the key issues of artificial intelligence, which aims to design learning algorithms to make the computer have the ability to perceive the external environment. The research areas of the institute include semi-supervised learning, indefinite kernel learning, deep learning, sparse recovery, etc.
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Image Processing and Computer Vision
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Image processing and computer vision is the core research area of
artificial intelligence, which aims to process and analyze images and videos to
make the machine have intelligent abilities such as recognition, segmentation
and early warning. Our institute has accumulation in the fields of video
tracking, video retrieval, image super resolution, etc. We also develop
applications in the fields of medical images, remote sensing imges, infrared
images, etc.
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Biomedical Image Analysis
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Biomedical images are basis for medical diagnosis and treatment, and their processing and analysis are an important research area of artificial intelligence. Our institute has made long-term research on medical image segmentation, reconstruction and multi-information fusion. Researches have been carried out on fundus image analysis, diagnosis and treatment of neurodegenerative diseases, chromosome analysis and other aspects.
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Announcement
1.The machine learning research group holds a seminar on an even week Thursday at 18:00 at Room 2-410.
2.The biomedical image research group holds a seminar on an odd week Thursday at 18:00 at Room 2-410.
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