The access links of lightweight MOS models.
| No. | Year | Model | Author | Implementation | Code and Result Link |
|---|---|---|---|---|---|
| 1 | 2016 | MSCNN+Cascade [216] | Yi Wanget al. | Matlab | https://github.com/zhimingluo/MovingObjectSegmentation |
| 2 | 2018 | FgSegNet_M [96] | Long Ang Limet al. | Keras | https://github.com/lim-anggun/FgSegNet |
| 3 | 2018 | FgSegNet_v2 [110] | Long Ang Limet al. | Keras | https://github.com/lim-anggun/FgSegNetv2 |
| 4 | 2019 | 3D CNN-LSTM [2] | Akilanet al. | Keras | https://github.com/nalika/A-3D-CNN-LSTM-Based-Image-to-Image-Foreground-Segmentation |
| 5 | 2019 | AGSS [112] | Huaijia Linet al. | Pytorch | https://github.com/Jia-Research-Lab/AGSS-VOS |
| 6 | 2019 | AGAME [88] | Joakim Johnanderet al. | Pytorch | https://github.com/joakimjohnander/agame-vos |
| 7 | 2019 | RANet [219] | Ziqin Wanget al. | Pytorch | https://github.com/Storife/RANet/ |
| 8 | 2019 | SiamMask(ResNet-50) [210] | Qiang Wanget al. | Pytorch | https:github.com/foolwood/SiamMask |
| 9 | 2019 | MvRF-CNN [3] | Akilanet al. | Keras | https:github.com/taimurhassan/inc-inst-seg |
| 10 | 2020 | SAT-Fast [32] | Xi Chenet al. | Pytorch | https:github.com/MegviiDetection/videoanalyst |
| 11 | 2020 | SAT [32] | Xi Chenet al. | Pytorch | https:github.com/MegviiDetection/videoanalyst |
| 12 | 2020 | FRTM-fast [170] | Andreas Robinsonet al. | Pytorch | https:github.com/andr345/frtm-vos |
| 13 | 2020 | Fasttmu [188] | Mingjie Sunet al. | Pytorch | https://github.com/insomnia94/FTMU |
| 14 | 2020 | TVOS [247] | Yizhuo Zhanget al. | Pytorch | https://github.com/microsoft/transductive-vos.pytorch |
| 15 | 2020 | LWL [13] | Goutam Bhatet al. | Pytorch | https://github.com/visionml/pytracking |
| 16 | 2020 | MSN [222] | Ruizheng Wuet al. | Pytorch | https://github.com/dvlab-research/MSN |
| 17 | 2020 | RT-SBS [43] | Anthony Cioppaet al. | Pytorch | https://github.com/cioppaanthony/rt-sbs |
| 18 | 2020 | 2D_Separable CNN [74] | Bingxin Houet al. | Tensorflow | https://github.com/houbingxin/2DsepMOD |
| 19 | 2021 | BSUV-Net 2.0 [193] | Ozan Tezcanet al. | Pytorch | https://github.com/ozantezcan/BSUV-Net-2.0 |
| 20 | 2021 | AOT-T [232] | Zongxin Yanget al. | Pytorch | https://github.com/z-x-yang/AOT |
| 21 | 2021 | SwiftNet (ResNet-18) [206] | Haochen Wanget al. | Pytorch | https://github.com/haochenheheda/SwiftNet |
| 22 | 2021 | SwiftNet (ResNet-50) [206] | Haochen Wanget al. | Pytorch | https://github.com/haochenheheda/SwiftNet |
| 23 | 2021 | G-FRTM [155] | Andreas Robinsonet al. | Pytorch | https://github.com/HYOJINPARK/Reuse_VOS |
| 24 | 2021 | TTVOS(HRNet) [154] | Hyojin Parket al. | Pytorch | https://github.com/HYOJINPARK/TTVOS |
| 25 | 2021 | TTVOS(ResNet-50) [154] | Hyojin Parket al. | Pytorch | https://github.com/HYOJINPARK/TTVOS |
| 26 | 2021 | RMNet [225] | Haozhe Xieet al. | Pytorch | https://github.com/hzxie/RMNet |
| 27 | 2021 | DDEAL(Res101) [236] | Yingjie Yinet al. | Pytorch | https://github.com/YingjieYin/Directional-Deep-Embedding-and-Appearance-Learning-for-Fast-Video-Object-Segmentation |
| 28 | 2021 | 3DS MM [75] | Bingxin Houet al. | Pytorch | https://github.com/houbingxin/3DSMM |
| 29 | 2021 | F3DsCNN [76] | Bingxin Houet al. | Pytorch | https://github.com/houbingxin/F3DsCNN |
| No. | Year | Model | Author | Implementation | Code and Result Link |
|---|---|---|---|---|---|
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