First International Workshop on Video Segmentation Organizers:
Thomas Brox, University of Freiburg Fabio Galasso, OSRAM Corp.
Tech. Research, Max Planck Institute for Informatics Fuxin Li,
Georgia Institute of Technology James Matthew Rehg, Georgia
Institute of Technology Bernt Schiele, Max Planck Institute for
Informatics Slide 2 First International Workshop on Video
Segmentation | Opening Motivation Fast growing interest [Ochs and
Malik, ECCV10], [Vazquez-Reina et al. ECCV10], [Lezama et al.
CVPR11], [Ochs and Brox ICCV11], [Lee et al. ICCV11], [Godec et al.
ICCV11], [Sundaram et al. ICCV11], [Fragkiadaki and Shi CVPR12],
[Xu and Corso CVPR12], [Ma and Latecki CVPR12], [Dragon et al.
ECCV12], [Lee et al. ECCV12], [Xu et al. ECCV12], [Zhang et al.
CVPR13], [Chang et al. CVPR13], [Palou and Salembier CVPR13], [Tang
et al. CVPR13], [Reso et al. ICCV13], [Papazoglou and Ferrari
ICCV13], [Van den Bergh et al. ICCV13], [Banica et al. ICCV13], [Li
et al. ICCV13], [Jain et al. ICCV13], [Levinshtein et al. ACCV10],
[Maire and Yu ICCV13], [Badrinarayanan et al. IJCV13], [Rota Bulo
and Kontschieder CVPR14], [Chang et al. CVPR14], [Kae et al.
CVPR14], [Galasso et al. CVPR14] [Jain and Grauman ECCV14], [Wang
et al. ECCV14] 2 Slide 3 First International Workshop on Video
Segmentation | Opening Diverse Problem Statements Separating one
foreground from the background [Papazoglou and Ferrari ICCV13],
[Zhang et al. CVPR13], [Van den Bergh et al. ICCV13] Multiple
object segmentation [Vazquez-Reina et al. ECCV10], [Lee et al.
ECCV12], [Li et al. ICCV13] Identifying moving objects [Fragkiadaki
and Shi CVPR12], [Lezama et al. CVPR11], [Ochs and Brox ICCV11],
[Dragon et al. ECCV12] Defining an over-complete supervoxel
representation [Chang et al. CVPR13], [Reso et al. ICCV13], [Xu and
Corso CVPR12] Computing hierarchical sets of coarse-to-fine video
segmentations [Levinshtein et al. ACCV10], [Palou and Salembier
CVPR13], [Sundaram et al. ICCV11], [Xu et al. ECCV12], [Maire and
Yu ICCV13], [Jain et al. ICCV13], [Galasso et al. CVPR14] Ranking
segmentation proposals [Banica et al. ICCV13], [Lee et al. ICCV11],
[Ma and Latecki CVPR12], [Zhang et al. CVPR13]
Unsupervised/supervised, semi-automatic, interactive
[Badrinarayanan et al. IJCV13], [Godec et al. ICCV11], [Tang et al.
CVPR13] Semantic segmentation [Rota Bulo and Kontschieder CVPR14],
[Chang et al. CVPR14], [Kae et al. CVPR14] 3 Slide 4 First
International Workshop on Video Segmentation | Opening Motivation
And different benchmarks 4 FBMS VSB100 SegTrack v2 LIBSVX Slide 5
First International Workshop on Video Segmentation | Opening LIBSVX
[Xu and Corso CVPR12] Supervoxel segmentation Spatio-temporally
uniform Accurate at boundaries Parsimonious Corresponding metrics 5
Slide 6 First International Workshop on Video Segmentation |
Opening Motivation And different benchmarks 6 FBMS VSB100 SegTrack
v2 LIBSVX Slide 7 First International Workshop on Video
Segmentation | Opening SegTrack v2 [Li et al. ICCV13] (Video)
Multiple Objects Annotations for each frame Videos for different
challenges: motion blur, appearance change, deformation etc.
Intersection over Union for best many-to-one match 7 Slide 8 First
International Workshop on Video Segmentation | Opening Motivation
And different benchmarks 8 FBMS VSB100 SegTrack v2 LIBSVX Slide 9
First International Workshop on Video Segmentation | Opening FBMS
[Ochs et al. TPAMI14] Motion segmentation 59 videos of diverse
length and resolution Best one-to-one match and precision-recall 9
Slide 10 First International Workshop on Video Segmentation |
Opening Motivation And different benchmarks 10 FBMS VSB100 SegTrack
v2 LIBSVX Slide 11 First International Workshop on Video
Segmentation | Opening VSB100 [Galasso et al. ICCV13] Multiple
human annotations Video seg Image seg Baseline 11 Volume
Precision-Recall Boundary Precision-Recall Slide 12 First
International Workshop on Video Segmentation | Opening Today Dense
full day program 5 Invited speakers 7 short talks Poster at lunch
and coffee breaks Posters behind the room Short presentation by
Michael Black Panel discussion: 4:30PM All invited speakers are
invited to the panel 12
