1 code implementation • World Patent Information 2023 • Kotaro Higuchi, Keiji Yanai
Intellectual property work covers a wide range of areas.
Ranked #1 on Image Retrieval on DeepPatent
1 code implementation • 5 Jul 2023 • Junwen Chen, Yingcheng Wang, Keiji Yanai
However, the current methods redirect the detection target of the object decoder, and the box target is not explicitly separated from the query embeddings, which leads to long and hard training.
Ranked #3 on Human-Object Interaction Detection on HICO-DET
no code implementations • 10 May 2022 • Jing Yang, Junwen Chen, Keiji Yanai
In this paper, we present a cross-modal recipe retrieval framework, Transformer-based Network for Large Batch Training (TNLBT), which is inspired by ACME~(Adversarial Cross-Modal Embedding) and H-T~(Hierarchical Transformer).
1 code implementation • 16 Dec 2021 • Junwen Chen, Keiji Yanai
Human-object interaction (HOI) detection as a downstream of object detection tasks requires localizing pairs of humans and objects and extracting the semantic relationships between humans and objects from an image.
Ranked #9 on Human-Object Interaction Detection on HICO-DET
1 code implementation • 20 Apr 2020 • Gibran Benitez-Garcia, Jesus Olivares-Mercado, Gabriel Sanchez-Perez, Keiji Yanai
The experimental results show that the state-of-the-art ResNext-101 model decreases about 30% accuracy when using our real-world dataset, demonstrating that the IPN Hand dataset can be used as a benchmark, and may help the community to step forward in the continuous HGR.
no code implementations • 7 Apr 2020 • Takuro Karamatsu, Gibran Benitez-Garcia, Keiji Yanai, Seiichi Uchida
In this paper, we tackle a challenging domain conversion task between photo and icon images.
1 code implementation • ICCV 2019 • Wataru Shimoda, Keiji Yanai
In this paper, to make the most of such mapping functions, we assume that the results of the mapping function include noise, and we improve the accuracy by removing noise.
Ranked #24 on Semantic Segmentation on PASCAL VOC 2012 val
no code implementations • 4 Jul 2018 • Nevrez Imamoglu, Wataru Shimoda, Chi Zhang, Yuming Fang, Asako Kanezaki, Keiji Yanai, Yoshifumi Nishida
Bottom-up and top-down visual cues are two types of information that helps the visual saliency models.
no code implementations • 8 May 2017 • Toshiki Nakamura, Anna Zhu, Keiji Yanai, Seiichi Uchida
That proves the effectiveness of proposed method for erasing the text in natural scene images.