Shoji Sonoyama

Publication Activity (10 Years)

Years Active: 2015-2016
Publications (10 Years): 3

Top Topics

Image Classification

Graph Transduction

Transfer Learning

Top Venues

Medical Imaging: Image Processing

Publications

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 (2016)
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 (2016)
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 (2016)
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)
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)