Kazutoshi Akita
Nagoya, Japan ·
sd21501@toyota-ti.ac.jp
I am a Ph.D student at the Toyota Technological Institute, Japan (TTI-J), under the supervision of Prof. Norimichi Ukita in Intelligent Infomation Media. I earned the B.E. and M.E. degrees in TTI-J.
Research Area :
Computer Vision, Machine Learning, Object Detection, Super Resolution
- Context-aware Region-dependent Scale Proposals for Scale-optimized Object Detection using Super-Resolution
K.Akita, N.Ukita
IEEE Access, Vol.11, pp.122141-122153: 10.1109/ACCESS.2023.3329302, 2023.
IEEE Access, Vol.11, pp.122141-122153: 10.1109/ACCESS.2023.3329302, 2023.
July 2023
- AVM Image Quality Enhancement by Synthetic Image Learning for Supervised Deblurring
K. Akita, M. Hayama, H. Kyutoku, N. Ukita
17th International Conference on Machine Vision Applications (MVA), 2021.
17th International Conference on Machine Vision Applications (MVA), 2021.
July 2021
- Distant Bird Detection for Safe Drone Flight and its Dataset
S.Fujii, K.Akita, N.Ukita
17th International Conference on Machine Vision Applications (MVA), 2021.
17th International Conference on Machine Vision Applications (MVA), 2021.
July 2021
- Region-dependent Scale Proposals for Super-Resolution in Object Detection
K.Akita, M.Haris, N.Ukita
Fourth IEEE International Conference on Image Processing, Applications and Systems (IPAS), 2020.
Fourth IEEE International Conference on Image Processing, Applications and Systems (IPAS), 2020.
July 2020
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Other Projects
These include side projects and competitions.
- Burst Super-Resolution with Diffusion Models for Improving Perceptual Quality
K. Tokoro, K. Akita, N. Ukita
International Joint Conference on Neural Networks (IJCNN), 2024.
International Joint Conference on Neural Networks (IJCNN), 2024.
March 2024
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July 2023
- Free-viewpoint Omnidirectional Image Synthesis for Large Scenes
F. Yasue, K. Akita, N. Ukita
IEICE Tech. Rep., vol. 123, no. 30, PRMU2023-8, pp. 39-44, 2023.
IEICE Tech. Rep., vol. 123, no. 30, PRMU2023-8, pp. 39-44, 2023.
May 2023
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- Kernelized back-projection networks for blind super resolution
T. Yoshida, Y. Kondo, T. Maeda, K. Akita, N. Ukita
arXiv, 2023.
arXiv, 2023.
February 2023
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- Neural image enhancement and restoration for time-lapse SPM images
F. Yasue, K. Shinjo, Y. Kondo, K. Akita, H. Mitsuboshi, M. Yoshimura, N. Ukita
Japanese Journal of Applied Physics, 2022.
Japanese Journal of Applied Physics, 2022.
September 2022
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June 2021
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September 2020
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September 2020
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September 2020
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- Image Super-Resolution using Explicit Perceptual Loss
T. Yoshida, K. Akita, N. Ukita
arXiv, 2020.
arXiv, 2020.
September 2020
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June 2020
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October 2019
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Skills
Languages & Operation Systems
- Python
- Linux
- Bash
Tools
- Git
- Pytorch
- Docker
- Latex