co-segmentation

Official implementation for the paper "Deep ViT Features as Dense Visual Descriptors".

Official PyTorch implementation of the “A Unified Transformer Framework for Co-Segmentation, Co-Saliency Detection and Video Salient Object Detection”. (TMM2023)

SCOPS: Self-Supervised Co-Part Segmentation (CVPR'19)

[CVPR19] DeepCO3: Deep Instance Co-segmentation by Co-peak Search and Co-saliency (Oral paper)

Semantic Aware Attention Based Deep Object Co-segmentation

(CVPRW 2022) Learning Co-segmentation by Segment Swapping for Retrieval and Discovery

[TPAMI'23] GCoNet+: A Stronger Group Collaborative Co-Salient Object Detector.

[AAAI20] Deep Object Co-segmentation via Spatial-Semantic Network Modulation(Oral paper)

[AAAI'23] Memory-aided Contrastive Consensus Learning for Co-salient Object Detection.

Implementation of "Co-attention CNNs for Unsupervised Object Co-segmentation" paper

Siamese network based Deep Co-segmentation

Deep Object Co-Segmentation

Utilizing first order motion model and co-segmentation model.

COMMONALITY DETECTION METHOD.

Training-free automatic co-segmentation framework combining DINOv2 semantic consensus with SAM prompt generation and iterative refinement, achieving 0.781 mIoU on iCoseg without manual prompts or class labels.