no code implementations • 4 Apr 2024 • Naoya Sogi, Hiroyuki Oyama, Takashi Shibata, Makoto Terao
The key idea behind the proposed method is an end-to-end approach for determining whether the action plan can complete a given task instead of manually redesigning the conditions.
no code implementations • 9 Jun 2023 • Tomoya Yamashita, Masanori Yamada, Takashi Shibata
A naive MU approach is to re-train the whole model with the training data from which the undesirable data has been removed.
no code implementations • 23 Jul 2021 • Napat Wanchaitanawong, Masayuki Tanaka, Takashi Shibata, Masatoshi Okutomi
Due to this assumption's breakdown, the position of the bounding boxes does not match between the two modalities, resulting in a significant decrease in detection accuracy, especially in regions where the amount of misalignment is large.
no code implementations • 22 Jul 2021 • Takashi Shibata, Masayuki Tanaka, Masatoshi Okutomi
The performance of CNN is dramatically degraded by geometric transformation, such as large rotations.
no code implementations • CVPR 2021 • Yu Mitsuzumi, Go Irie, Daiki Ikami, Takashi Shibata
The key to our approach is self-supervised class-destructive learning, which enables the learning of class-invariant representations and domain-adversarial classifiers without using any domain labels.
no code implementations • 25 Sep 2018 • Masayuki Tanaka, Takashi Shibata, Masatoshi Okutomi
A low-light image enhancement is a highly demanded image processing technique, especially for consumer digital cameras and cameras on mobile phones.
no code implementations • ICCV 2017 • Takashi Shibata, Masayuki Tanaka, Masatoshi Okutomi
Next, the joint-filter cost volume and a set of filtered images are computed from the target image and the set of the translated guidances.
no code implementations • CVPR 2016 • Takashi Shibata, Masayuki Tanaka, Masatoshi Okutomi
To generate detail-preserving and artifact-free output images, we combine the benefits of the two approaches into the proposed framework by introducing the intensity-range constraint and the base-structure constraint.