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Greatest papers with code

Deep Occlusion-Aware Instance Segmentation with Overlapping BiLayers

23 Mar 2021lkeab/BCNet

Segmenting highly-overlapping objects is challenging, because typically no distinction is made between real object contours and occlusion boundaries.

AMODAL INSTANCE SEGMENTATION BOUNDARY DETECTION OCCLUSION HANDLING REAL-TIME INSTANCE SEGMENTATION SEMANTIC SEGMENTATION

Amodal Instance Segmentation With KINS Dataset

CVPR 2019 qqlu/Amodal-Instance-Segmentation-through-KINS-Dataset

We propose the network structure to reason invisible parts via a new multi-task framework with Multi-View Coding (MVC), which combines information in various recognition levels.

AMODAL INSTANCE SEGMENTATION INSTANCE SEGMENTATION SEMANTIC SEGMENTATION

Learning Semantics-aware Distance Map with Semantics Layering Network for Amodal Instance Segmentation

30 May 2019apchenstu/SLN-Amodal

Specifically, we first introduce a new representation, namely a semantics-aware distance map (sem-dist map), to serve as our target for amodal segmentation instead of the commonly used masks and heatmaps.

AMODAL INSTANCE SEGMENTATION INSTANCE SEGMENTATION SEMANTIC SEGMENTATION

Learning to See the Invisible: End-to-End Trainable Amodal Instance Segmentation

24 Apr 2018apchenstu/SLN-Amodal

Semantic amodal segmentation is a recently proposed extension to instance-aware segmentation that includes the prediction of the invisible region of each object instance.

AMODAL INSTANCE SEGMENTATION DATA AUGMENTATION INSTANCE SEGMENTATION SEMANTIC SEGMENTATION

Layered Embeddings for Amodal Instance Segmentation

14 Feb 2020yanfengliu/layered_embeddings

The proposed method extends upon the representational output of semantic instance segmentation by explicitly including both visible and occluded parts.

AMODAL INSTANCE SEGMENTATION INSTANCE SEGMENTATION SEMANTIC SEGMENTATION