SELab - Video Object Segmentation

Challenges

Video Instance Segmentation

Achievements:

3rd place in DAVIS: Densely Annotated VIdeo Segmentation Challenge @CVPR 2017
6th place in DAVIS: Densely Annotated VIdeo Segmentation Challenge @CVPR 2018 (Semi-Supervised track)
3rd place in DAVIS: Densely Annotated VIdeo Segmentation Challenge @CVPR 2019 (Semi-Supervised track)

Publications

Guided Instance Segmentation Framework for Semi-supervised Video Instance Segmentation

Minh-Triet Tran, Trung-Nghia Le, Tam V. Nguyen, That-Vinh Ton, Trung-Hieu Hoang, Ngoc-Minh Bui, Trong-Le Do, Quoc-An Luong, Vinh-Tiep Nguyen, Duc Anh Duong, and Minh N. Do,

The 2019 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2019

[PDF]

Context-based Instance Segmentation in Video Sequences

Minh-Triet Tran, Vinh Ton-That, Trung-Nghia Le, Khac-Tuan Nguyen, Tu V. Ninh, Tu-Khiem Le, Vinh-Tiep Nguyen, Tam V. Nguyen, and Minh N. Do

The 2018 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2018

[PDF]

Instance Re-Identification Flow for Video Object Segmentation

Trung-Nghia Le, Khac-Tuan Nguyen, Manh-Hung Nguyen-Phan, That-Vinh Ton, Toan-Anh Nguyen, Xuan-Son Trinh, Quang-Hieu Dinh, Vinh-Tiep Nguyen, Anh-Duc Duong, Akihiro Sugimoto, Tam V. Nguyen, and Minh-Triet Tran

The 2017 DAVIS Challenge on Video Object Segmentation - CVPR Workshops, 2017

[PDF]