Research field (1):
Perceptual information processing
Research keywords (5):
Machine Learning
, Signal Processing
, Computer Vision
, Pattern Recognition
, Image Sensing
Research theme for competitive and other funds (3):
2019 - 2022 Vocabulary acquisition and 3D avatar approach for Japanese sign language communication
2016 - 2019 A New Recognition System of Finger-spelled Sign Language Toward Stress-free Communication with Hearing-impaired People
2010 - 2012 特徴ベクトルの非可逆圧縮に基づく大規模物体認識に関する研究
Papers (152):
Mitsuhiko Yasukura, Michifumi Yoshioka, Katsufumi Inoue. Reducing Computational Cost in MobileViT for Edge-Oriented Models Through Token Merging. Electronics. 2024. 13. 24
Mizuki Maruyama, Shrey Singh, Katsufumi Inoue, Partha Pratim Roy 0001, Masakazu Iwamura, Michifumi Yoshioka. Word-Level Sign Language Recognition With Multi-Stream Neural Networks Focusing on Local Regions and Skeletal Information. IEEE Access. 2024. 12. 167333-167346
Katsufumi Inoue, Atsushi Okamoto, Michifumi Yoshioka. Fine-grained Action Recognition Based on State Transitions of Objects. Image Laboratory. 2024. 35. 12. 42-47
Atsushi Okamoto, Katsufumi Inoue, Michifumi Yoshioka. Fine-Grained Cooking Activity Recognition System with Adversarial Learning to Track Sequential Transformation of Ingredients. Journal of the Imaging Society of Japan. 2023. 62. 2. 61-66
Katsufumi Inoue, Takaki Washimoto, Michifumi Yoshioka. Depth Estimation from Vehicle Mounted Camera Video Based on Conditional Generative Adversarial Network. Image Laboratory. 2020. 31. 2. 49-53
2010 - 2012 Osaka Prefecture University Graduate School of Engineering Division of Electrical Engineering and Information Science
2008 - 2010 Osaka Prefecture University Graduate School of Engineering Division of Electrical Engineering and Information Science
2004 - 2008 Osaka Prefecture University School of Engineering
Professional career (3):
博士(工学) (大阪府立大学)
修士(工学) (大阪府立大学)
学士(工学) (大阪府立大学)
Work history (3):
2022/04 - 現在 Osaka Metropolitan University Graduate School of Informatics, Department of Core Informatics Associate Professor
2019/04 - 2022/03 Osaka Prefecture University Graduate School of Engineering Division of Electrical Engineering and Information Science Associate Professor
2014/04 - 2019/03 Osaka Prefecture University Graduate School of Engineering Division of Electrical Engineering and Information Science Assistant Professor
Awards (4):
2024/06 - DCAI'2024: 21st International Conference on Distributed Computing and Artificial Intelligence MDPI Electronics Journal Best Paper Award Computational Cost Reduction for MobileViT with Token Merging
2018/07 - Cookpad Student Paper Award Cooking Activities Recognition in Egocentric Videos Using Combining 2DCNN and 3DCNN
2016/10 - ACIS2016 Best Paper Award Hand Detection and Cooking Activities Recognition in Egocentric Videos
Institute of Electrical and Electronics Engineers
, The Institute of Electrical Engineers of Japan
, The Institute of Electronics, Information and Communication Engineers