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Vision-Language In-Context Learning Driven Few-Shot Visual Inspection Model
Shiryu Ueno, Yoshikazu Hayashi, Shunsuke Nakatsuka +3
We propose general visual inspection model using Vision-Language Model~(VLM) with few-shot images of non-defective or defective products, along with explanatory texts that serve as…
Neural Density-Distance Fields
Itsuki Ueda, Yoshihiro Fukuhara, Hirokatsu Kataoka +3
The success of neural fields for 3D vision tasks is now indisputable. Following this trend, several methods aiming for visual localization (e.g., SLAM) have been proposed to estima…
Hierarchical Pyramid Representations for Semantic Segmentation
Hiroaki Aizawa, Yukihiro Domae, Kunihito Kato
Understanding the context of complex and cluttered scenes is a challenging problem for semantic segmentation. However, it is difficult to model the context without prior and additi…