ECCV 2018 Workshop and Challenge:
Person In Context(PIC)
The Chanllenge Website(www.picdataset.com/challenge/index/ ) is online now!
The 1st Person in Context (PIC) Workshop and Challenge will be held in conjunction with ECCV on the afternoon of September 9th 2018, in Munich Germany. Recent years witness the great progress of the perception task such as image classification, object detection and pixel-wise semantic/instance segmentation. It is the right time to go one step further to infer the relations between the objects. Increasingly more efforts are devoted to relation prediction, such as the Visual Genome and Google Open Image challenge. There are mainly two differences between existing relation prediction works and PIC challenge. Firstly, instead of inferring all the relations between any two objects, PIC focuses on estimating human-centric relations, including human-object relation and human-human relations. Each relation is represented by a triple in the form of <Subject, Relation, Object>, such as <Human A, hold, Bottle A> and <Human A, hug, Human B>. In other words, under the definition of PIC, ‘Subject’ in the triple should be human. Secondly, PIC targets at the relation segmentation. More precisely, traditional relation prediction only estimates the bounding box of ‘Subject’ and ‘Object’ while PIC needs estimate their masks (shapes).
The images are collected from real-world scenarios, with humans appearing with challenging poses and views, heavily occlusions, various appearances and low-resolutions. We provide TBA images with TBA kinds of labels and TBA kinds of relations. For each image, we have TBA instances and TBA relationships on average. In sum, we label TBA instances and TBA relations. We mainly define 2 kinds of relations, including position relation and action relations. Several example images of the dataset are shown in the following.
1st place
NVIDIA Titan V * 2
2nd place
NVIDIA Titan Xp * 2
3rd place
NVIDIA 1080Ti * 2
Dataset Pre-Release: | June 1st |
Challenge Opens: | July 1st |
Challenge Deadline: | August 1st |
Workshop paper submission deadline: | August |
Review Due: | August |
Notification to authors: | August |
Camera ready deadline: | August |
Workshop date: | September 9th |
Time | Schedule |
---|---|
13:30-13:40 | Opening remarks, The Person In Context(PIC) challenge introduction and results |
13:40-13:50 | Oral talk1: Winner of PIC challenge |
13:50-14:00 | Oral talk2: Runner-up/third place of PIC challenge |
14:00-14:30 | Invited talk 1: Bernt Schiele, Max-Planck-Institut für Informatik |
14:30-15:00 | Invited talk 2: Ming-Hsuan Yang, Professor, University of California at Merced |
15:00-15:30 | Invited talk 3: Alan Yuille, Professor, Johns Hopkins University |
15:30-16:00 | Invited talk 4: Jia Deng, Assistant Professor, Princeton University |
16:00-16:30 | Invited talk 5: Wenjun Zeng, Microsoft Research Asia, |
16:30-17:00 | Invited talk 6: Tao Mei, Technical Vice President of JD.com |
17:00-17:10 | Awards & Future Plans |
Alan Yuille
Bernt Schiele
Jia Deng
Ming-Hsuan Yang
Tao Mei
Wenjun Zeng
Si Liu
liusi@iie.ac.cn
Jiashi Feng
elefjia@nus.edu.sg
Jizhong Han
hanjizhong@iie.ac.cn
Shuicheng Yan
eleyans@nus.edu.sg
Yao Sun
sunyao@iie.ac.cn
Yue Liao
liaoyue@iie.ac.cn
Lejian Ren
renlejian@iie.ac.cn
Guanghui Ren
renguanghui@iie.ac.cn