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Shinji Tanaka
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Publications
- 2021
- [j18]Masayuki Odagawa, Takumi Okamoto, Tetsushi Koide, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Shigeto Yoshida, Hiroshi Mieno, Shinji Tanaka, Takayuki Sugawara, Hiroshi Toishi, Masayuki Tsuji, Nobuo Tamba:
A Hardware Implementation on Customizable Embedded DSP Core for Colorectal Tumor Classification with Endoscopic Video toward Real-Time Computer-Aided Diagnosais System. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 104-A(4): 691-701 (2021) - 2020
- [c47]Masayuki Odagawa, Takumi Okamoto, Tetsushi Koide, Shigeto Yoshida, Hiroshi Mieno, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Shinji Tanaka:
Classification Method with CNN features and SVM for Computer-Aided Diagnosis System in Colorectal Magnified NBI Endoscopy. TENCON 2020: 1095-1100 - 2019
- [c43]Masayuki Odagawa, Takumi Okamoto, Tetsushi Koide, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Shigeto Yoshida, Hiroshi Mieno, Shinji Tanaka, Takayuki Sugawara, Hiroshi Toishi, Masayuki Tsuji, Nobuo Tamba:
A Hardware Implementation of Colorectal Tumor Classification for Endoscopic Video on Customizable DSP Toward Real-Time Computer-Aided Diagnosis System. ISCAS 2019: 1-5 - [c42]Takumi Okamoto, Masayuki Odagawa, Tetsushi Koide, Shinji Tanaka, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Shigeto Yoshida, Hiroshi Mieno:
Feature Extraction of Colorectal Endoscopic Images for Computer-Aided Diagnosis with CNN. ISDCS 2019: 1-4 - 2018
- [c40]Takumi Okamoto, Tetsushi Koide, Shigeto Yoshida, Hiroshi Mieno, Hiroshi Toishi, Takayuki Sugawara, Masayuki Tsuji, Masayuki Odagawa, Nobuo Tamba, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Shinji Tanaka:
Implementation of Computer-Aided Diagnosis System on Customizable DSP Core for Colorectal Endoscopic Images with CNN Features and SVM. TENCON 2018: 1663-1666 - 2016
- [j14]Tsubasa Hirakawa, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Tetsushi Koide, Shigeto Yoshida, Yoko Kominami, Shinji Tanaka:
Defocus-aware Dirichlet particle filter for stable endoscopic video frame recognition. Artif. Intell. Medicine 68: 1-16 (2016) - [j13]Tsubasa Hirakawa, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Tetsushi Koide, Shigeto Yoshida, Yoko Kominami, Shinji Tanaka:
Corrigendum to "Defocus-aware Dirichlet particle filter for stable endoscopic video frame recognition" [Artif. Intell. Med. 68 (March 2016) 1-16]. Artif. Intell. Medicine 72: 83 (2016) - [c34]Tsubasa Hirakawa, Toru Tamaki, Takio Kurita, Bisser Raytchev, Kazufumi Kaneda, Chaohui Wang, Laurent Najman, Tetsushi Koide, Shigeto Yoshida, Hiroshi Mieno, Shinji Tanaka:
Discriminative Subtree Selection for NBI Endoscopic Image Labeling. ACCV Workshops (2) 2016: 610-624 - [i4]Toru Tamaki, Shoji Sonoyama, Tsubasa Hirakawa, Bisser Raytchev, Kazufumi Kaneda, Tetsushi Koide, Shigeto Yoshida, Hiroshi Mieno, Shinji Tanaka:
Computer-Aided Colorectal Tumor Classification in NBI Endoscopy Using CNN Features. CoRR abs/1608.06709 (2016) - [i3]Shoji Sonoyama, Toru Tamaki, Tsubasa Hirakawa, Bisser Raytchev, Kazufumi Kaneda, Tetsushi Koide, Shigeto Yoshida, Hiroshi Mieno, Shinji Tanaka:
Transfer Learning for Endoscopic Image Classification. CoRR abs/1608.06713 (2016) - [i2]Toru Tamaki, Shoji Sonoyama, Takio Kurita, Tsubasa Hirakawa, Bisser Raytchev, Kazufumi Kaneda, Tetsushi Koide, Shigeto Yoshida, Hiroshi Mieno, Shinji Tanaka, Kazuaki Chayama:
Domain Adaptation with L2 constraints for classifying images from different endoscope systems. CoRR abs/1611.02443 (2016) - [i1]Tsubasa Hirakawa, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Tetsushi Koide, Shigeto Yoshida, Hiroshi Mieno, Shinji Tanaka:
Development of a Real-time Colorectal Tumor Classification System for Narrow-band Imaging zoom-videoendoscopy. CoRR abs/1612.05000 (2016) - 2015
- [c28]Shoji Sonoyama, Tsubasa Hirakawa, Toru Tamaki, Takio Kurita, Bisser Raytchev, Kazufumi Kaneda, Tetsushi Koide, Shigeto Yoshida, Yoko Kominami, Shinji Tanaka:
Transfer learning for Bag-of-Visual words approach to NBI endoscopic image classification. EMBC 2015: 785-788 - [c27]Takumi Okamoto, Tetsushi Koide, Koki Sugi, Tatsuya Shimizu, Anh-Tuan Hoang, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Yoko Kominami, Shigeto Yoshida, Hiroshi Mieno, Shinji Tanaka:
Image segmentation of pyramid style identifier based on Support Vector Machine for colorectal endoscopic images. EMBC 2015: 2997-3000 - [c23]Shoji Sonoyama, Toru Tamaki, Tsubasa Hirakawa, Bisser Raytchev, Kazufumi Kaneda, Tetsushi Koide, Yoko Kominami, Shigeto Yoshida, Shinji Tanaka:
Trade-off between speed and performance for colorectal endoscopic NBI image classification. Medical Imaging: Image Processing 2015: 94132D - 2014
- [c22]Tetsushi Koide, Anh-Tuan Hoang, Takumi Okamoto, Satoshi Shigemi, Tsubasa Mishima, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Yoko Kominami, Rie Miyaki, Taiji Matsuo, Shigeto Yoshida, Shinji Tanaka:
FPGA implementation of type identifier for colorectal endoscopie images with NBI magnification. APCCAS 2014: 651-654 - [c21]Tsubasa Hirakawa, Tom Tamaki, Bisser Raytchev, Kazufumi Kaneda, Tetsushi Koide, Yoko Kominami, Shigeto Yoshida, Shinji Tanaka:
SVM-MRF segmentation of colorectal NBI endoscopic images. EMBC 2014: 4739-4742 - [c19]Tsubasa Mishima, Satoshi Shigemi, Anh-Tuan Hoang, Tetsushi Koide, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Yoko Kominami, Rie Miyaki, Taiji Matsuo, Shigeto Yoshida, Shinji Tanaka:
FPGA implementation of feature extraction for colorectal endoscopic images with NBI magnification. ISCAS 2014: 2515-2518 - 2013
- [j8]Toru Tamaki, Junki Yoshimuta, Misato Kawakami, Bisser Raytchev, Kazufumi Kaneda, Shigeto Yoshida, Yoshito Takemura, Keiichi Onji, Rie Miyaki, Shinji Tanaka:
Computer-aided colorectal tumor classification in NBI endoscopy using local features. Medical Image Anal. 17(1): 78-100 (2013) - [c15]Tsubasa Hirakawa, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Tetsushi Koide, Shigeta Yoshida, Yoko Kominami, Taiji Matsuo, Rie Miyaki, Shinji Tanaka:
Labeling colorectal NBI zoom-videoendoscope image sequences with MRF and SVM. EMBC 2013: 4831-4834 - [c13]Tsubasa Hirakawa, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Tetsushi Koide, Yoko Kominami, Rie Miyaki, Taiji Matsuo, Shigeto Yoshida, Shinji Tanaka:
Smoothing posterior probabilities with a particle filter of dirichlet distribution for stabilizing colorectal NBI endoscopy recognition. ICIP 2013: 621-625 - 2012
- [c11]Takahishi Takeda, Toru Tamaki, Bisser Raytchev, Kazufumi Kaneda, Takio Kurita, Shigeto Yoshida, Yoshito Takemura, Keiichi Onji, Rie Miyaki, Shinji Tanaka:
Self-training with unlabeled regions for NBI image recognition. ICPR 2012: 25-28 - 2010
- [c8]Toru Tamaki, Junki Yoshimuta, Takahishi Takeda, Bisser Raytchev, Kazufumi Kaneda, Shigeto Yoshida, Yoshito Takemura, Shinji Tanaka:
A System for Colorectal Tumor Classification in Magnifying Endoscopic NBI Images. ACCV (2) 2010: 452-463
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