ShapeFormer: Shape Prior Visible-to-Amodal Transformer-based Amodal Instance Segmentation

• Published in: arXiv.org
• Main Authors: Tran, Minh, Bounsavy, Winston, Vo, Khoa, Nguyen, Anh, Nguyen, Tri, Ngan Le
• Format: Paper
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 17.04.2024
• Subjects: Ablation; Instance segmentation; Occlusion; Transformers

Amodal Instance Segmentation (AIS) presents a challenging task as it involves predicting both visible and occluded parts of objects within images. Existing AIS methods rely on a bidirectional approach, encompassing both the transition from amodal features to visible features (amodal-to-visible) and...