Abstract: Highlights•We introduce new framework for reconstruction of multi-object dynamic scenes.•Co-recognition based object-centered approach is proposed to separate the scenes.•Object 3D geometry provides automatic seeds to get accurate segmentation.•Successful results obtained from various image and video data.
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