Large-scale Video Object Segmentation

Beyond Appearance: Geometric Cues for Robust Video Instance Segmentation

Quanzhu Niu,

Yikang Zhou,

Shihao Chen,

Tao Zhang,

Shunping Ji

[pdf] [arXiv]

[bibtex]

@InProceedings{Niu_2025_ICCV, author = {Niu, Quanzhu and Zhou, Yikang and Chen, Shihao and Zhang, Tao and Ji, Shunping}, title = {Beyond Appearance: Geometric Cues for Robust Video Instance Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {3905-3915} }

Find First, Track Next: Decoupling Identification and Propagation in Referring Video Object Segmentation

Suhwan Cho,

Seunghoon Lee,

Minhyeok Lee,

Jungho Lee,

Sangyoun Lee

[pdf] [arXiv]

[bibtex]

@InProceedings{Cho_2025_ICCV, author = {Cho, Suhwan and Lee, Seunghoon and Lee, Minhyeok and Lee, Jungho and Lee, Sangyoun}, title = {Find First, Track Next: Decoupling Identification and Propagation in Referring Video Object Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {3873-3883} }

DepthFlow: Exploiting Depth-Flow Structural Correlations for Unsupervised Video Object Segmentation

Suhwan Cho,

Minhyeok Lee,

Jungho Lee,

Donghyeong Kim,

Sangyoun Lee

[pdf] [arXiv]

[bibtex]

@InProceedings{Cho_2025_ICCV, author = {Cho, Suhwan and Lee, Minhyeok and Lee, Jungho and Kim, Donghyeong and Lee, Sangyoun}, title = {DepthFlow: Exploiting Depth-Flow Structural Correlations for Unsupervised Video Object Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {3884-3894} }

TransFlow: Motion Knowledge Transfer from Video Diffusion Models to Video Salient Object Detection

Suhwan Cho,

Minhyeok Lee,

Jungho Lee,

Sunghun Yang,

Sangyoun Lee

[pdf] [arXiv]

[bibtex]

@InProceedings{Cho_2025_ICCV, author = {Cho, Suhwan and Lee, Minhyeok and Lee, Jungho and Yang, Sunghun and Lee, Sangyoun}, title = {TransFlow: Motion Knowledge Transfer from Video Diffusion Models to Video Salient Object Detection}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {3862-3872} }

Local2Global query Alignment for Video Instance Segmentation

Rajat Koner,

Zhipeng Wang,

Srinivas Parthasarathy,

Chinghang Chen

[pdf] [supp] [arXiv]

[bibtex]

@InProceedings{Koner_2025_ICCV, author = {Koner, Rajat and Wang, Zhipeng and Parthasarathy, Srinivas and Chen, Chinghang}, title = {Local2Global query Alignment for Video Instance Segmentation}, booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops}, month = {October}, year = {2025}, pages = {3895-3904} }