Moving Object Segmentation: All You Need Is SAM (and Flow)

1 code implementation • 18 Apr 2024 • Junyu Xie, Charig Yang, Weidi Xie, Andrew Zisserman

The objective of this paper is motion segmentation -- discovering and segmenting the moving objects in a video.

Motion Segmentation Object +6

Appearance-based Refinement for Object-Centric Motion Segmentation

no code implementations • 18 Dec 2023 • Junyu Xie, Weidi Xie, Andrew Zisserman

The goal of this paper is to discover, segment, and track independently moving objects in complex visual scenes.

Motion Segmentation Object +5

SHAP-EDITOR: Instruction-guided Latent 3D Editing in Seconds

no code implementations • 14 Dec 2023 • Minghao Chen, Junyu Xie, Iro Laina, Andrea Vedaldi

In particular, we hypothesise that editing can be greatly simplified by first encoding 3D objects in a suitable latent space.

Segmenting Moving Objects via an Object-Centric Layered Representation

1 code implementation • 5 Jul 2022 • Junyu Xie, Weidi Xie, Andrew Zisserman

The objective of this paper is a model that is able to discover, track and segment multiple moving objects in a video.

Motion Segmentation Object +4