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Research on scene bet365 online sports betting live super-resolution focusing on text area

Source: Click: Time: July 21, 2022 11:49

Reporter:bet365 online sports betting live

bet365 online sports betting live time: Tuesday, July 26, 2022 at 10 am

bet365 online sports betting live title: Research on scene bet365 online sports betting live super-resolution focusing on text area

Tencent conference number:654-793-373

About the speaker:Li Bin,Researcher at the School of Computer Science and Technology, Fudan University、Ph.D. Supervisor,Distinguished Professor of Shanghai University (Oriental Scholar)。Received Doctorate of Science from Fudan University in 2009,Later served as a lecturer at the University of Technology, Sydney、Senior Researcher, Commonwealth Scientific and Industrial bet365 online sports betting live Organization (CSIRO), Australia,Teaching at Fudan University at the end of 2017。bet365 online sports betting live field is machine learning、Visual Intelligence、Big data analysis,at IEEE TKDE、IEEE TCYB and other well-known journals and ICML、NeurIPS、IJCAI、Published more than 60 papers at top artificial intelligence conferences such as AAAI,Won the 2009 CCF Outstanding Doctoral Thesis Nomination Award、PAKDD-13 Best Paper Award,Host the National Natural Science Foundation of China project、Shanghai Science and Technology Commission Science and Technology Innovation Action Plan and other projects。

bet365 online sports betting live Summary: After decades of development, optical character recognition (OCR) has been widely used in various industries。However, OCR still faces many difficulties in practical applications,For example, complex background、Text deformation、Low resolution, etc.。Due to long distance shooting、Camera out of focus and other reasons,Low resolution text images are more common,However, there are relatively few studies on low-resolution text images - most existing methods treat images containing text as a whole for global super-resolution processing,Ignores the fact that the model only needs to focus on text。Inspired by "inattentional blindness" in human vision,We propose a text super-resolution method that focuses on text areas,Use the character position and character category information perceived by the text recognizer to guide text bet365 online sports betting live super-resolution。Further,Gestalt psychology shows that humans can restore the complete form of an object through observed local details,To this end, we propose a text super-resolution method that focuses on the stroke area,Guide text bet365 online sports betting live super-resolution by introducing more detailed stroke position prior information。This report first introduces the research motivation of focusing on bet365 online sports betting live super-resolution in text areas,Then we will introduce related work on text bet365 online sports betting live super-resolution tasks,Finally, we focus on the scene bet365 online sports betting live super-resolution method that focuses on the text area we proposed。

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