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Paper Abstract and Keywords
Presentation 2023-09-15 11:45
Pseudo-dToF using deep learning with time-compressive computational CMOS image sensor
Michitaka Yoshida (JSPS), Pham Ngoc Anh, Lioe De Xing, Keita Yasutomi, Shoji Kawahito, Keiichiro Kagawa (Shizuoka Univ.), Hajime Nagahara (Osaka Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) Depth imaging by the indirect ToF method has a problem in whitch measurement errors occur due to multiple reflections from transparent objects or among objects. In this study, we use an image sensor for the indirect ToF method to capture the scene response by time-compressed sensing and reconstruct the scene response using a deep learning-based method. This method reduces the influence of multiple reflections like the direct ToF method, and the use of image sensors for the indirect ToF method makes it easy to increase the pixel count at a low cost.
Keyword (in Japanese) (See Japanese page) 
(in English) Time of Flight / Compressive sensing / Deep learning / / / / /  
Reference Info. ITE Tech. Rep., vol. 47, no. 27, IST2023-37, pp. 9-12, Sept. 2023.
Paper # IST2023-37 
Date of Issue 2023-09-08 (IST) 
ISSN Online edition: ISSN 2424-1970
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Conference Information
Committee IST  
Conference Date 2023-09-15 - 2023-09-15 
Place (in Japanese) (See Japanese page) 
Place (in English) Kikai-Shinko-Kaikan Bldg. 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To IST 
Conference Code 2023-09-IST 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Pseudo-dToF using deep learning with time-compressive computational CMOS image sensor 
Sub Title (in English)  
Keyword(1) Time of Flight  
Keyword(2) Compressive sensing  
Keyword(3) Deep learning  
1st Author's Name Michitaka Yoshida  
1st Author's Affiliation Japan Society for the Promotion of Science (JSPS)
2nd Author's Name Pham Ngoc Anh  
2nd Author's Affiliation Shizuoka University (Shizuoka Univ.)
3rd Author's Name Lioe De Xing  
3rd Author's Affiliation Shizuoka University (Shizuoka Univ.)
4th Author's Name Keita Yasutomi  
4th Author's Affiliation Shizuoka University (Shizuoka Univ.)
5th Author's Name Shoji Kawahito  
5th Author's Affiliation Shizuoka University (Shizuoka Univ.)
6th Author's Name Keiichiro Kagawa  
6th Author's Affiliation Shizuoka University (Shizuoka Univ.)
7th Author's Name Hajime Nagahara  
7th Author's Affiliation Osaka University (Osaka Univ.)
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Speaker Author-1 
Date Time 2023-09-15 11:45:00 
Presentation Time 20 minutes 
Registration for IST 
Paper # IST2023-37 
Volume (vol) vol.47 
Number (no) no.27 
Page pp.9-12 
Date of Issue 2023-09-08 (IST) 

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