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Unsupervised Object Segmentation

Instance Segmentation › Unsupervised Object Segmentation 53 평가 기록 9 datasets

Image credit: ClevrTex: A Texture-Rich Benchmark for Unsupervised Multi-Object Segmentation

논문

GENESIS-V2: Inferring Unordered Object Representations without Iterative Refinement

2104.09958 2021-04-20 이 페이지의 평가 8건

ARI: 0.55

Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual Grouping

2304.08025 2023-04-17 이 페이지의 평가 6건

mIoU: 79.6

Motion-inductive Self-supervised Object Discovery in Videos

2210.00221 2022-10-01 이 페이지의 평가 3건

mIoU: 62.2

Segmenting Moving Objects via an Object-Centric Layered Representation

2207.02206 2022-07-05 이 페이지의 평가 3건

mIoU: 67.6

Guess What Moves: Unsupervised Video and Image Segmentation by Anticipating Motion

2205.07844 2022-05-16 이 페이지의 평가 2건

mIoU: 66.7

The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos

2111.06394 2021-11-11 이 페이지의 평가 2건

mIoU: 57.0

TokenCut: Segmenting Objects in Images and Videos with Self-supervised Transformer and Normalized Cut

2209.00383 2022-09-01 이 페이지의 평가 2건

mIoU: 59.6

DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering

2212.05853 2022-12-12 이 페이지의 평가 1건

mIoU: 74.6

Unsupervised Multi-object Segmentation Using Attention and Soft-argmax

2205.13271 2022-05-26 이 페이지의 평가 1건

ARI-FG: 0.82