Generalizable Semantic Vision Query Generation for Zero-shot Panoptic and Semantic Segmentation

no code implementations • 21 Feb 2024 • Jialei Chen, Daisuke Deguchi, Chenkai Zhang, Hiroshi Murase

However, one of the gaps in synthesizing pseudo vision queries, ie, vision queries for unseen categories, is describing fine-grained visual details through semantic embeddings.

Open Vocabulary Semantic Segmentation Panoptic Segmentation

CLIP Is Also a Good Teacher: A New Learning Framework for Inductive Zero-shot Semantic Segmentation

no code implementations • 3 Oct 2023 • Jialei Chen, Daisuke Deguchi, Chenkai Zhang, Xu Zheng, Hiroshi Murase

Moreover, to enhance the ability to discriminate unseen categories, PLM consisting of pseudo labels and weight generation is designed.

Segmentation Semantic Segmentation +1

Hand Orientation Estimation in Probability Density Form

no code implementations • 12 Jun 2019 • Kazuaki Kondo, Daisuke Deguchi, Atsushi Shimada

Hand orientation is an essential feature required to understand hand behaviors and subsequently support human activities.