Precognition2019: Precognition: Seeing through the Future Workshop The Conference on Computer Vision and Pattern Recognition Long Beach, CA, United States, June 16-17, 2019 |
Conference website | https://sites.google.com/view/ieeecvf-cvpr2019-precognition |
Submission link | https://easychair.org/conferences/?conf=precognition2019 |
Submission deadline | March 24, 2019 |
Despite its potential and relevance for real-world applications, visual forecasting or precognition has not been in the focus of new theoretical studies and practical applications as much as detection and recognition problems. Through organization of this workshop we aim to facilitate further discussion and interest within the research community regarding this nascent topic.
The workshop will discuss recent approaches and research trends not only in anticipating human behavior from videos, but also precognition in multiple other visual applications, such as: medical imaging, health-care, human face aging prediction, early event prediction, autonomous driving forecasting, and so on. In addition, this workshop will give an opportunity for the community in both academia and industry to meet and discuss about future work and research directions. It will get together researchers from different fields and viewpoints to discuss existed major research problems and identify opportunities in further research directions in both research topics and industrial applications.
Submission Guidelines
All submitted work will be assessed based on their novelty, technical quality, potential impact, insightfulness, depth, clarity, and reproducibility. For each accepted submission, at least one author must attend the workshop and present the paper. There are two ways to contribute submissions to the workshop:
- Extended abstracts submissions are single-blind peer-reviewed, and author names and affiliations should be listed. Extended abstract submissions are limited to a total of four pages. Accepted abstracts will be presented at the poster session, and will not be included in the printed proceedings of the workshop.
- Full paper submissions are double-blind peer-reviewed. The submissions are limited to a total of eight pages, including all content and references, must be in PDF format, and formatted according to the CVPR style (additional information about formatting and style files is available here). Accepted papers will be presented at the poster session, with selected papers also being presented in an oral session. All the accepted papers will be published by the CVPR in the workshop proceedings.
List of Topics
The workshop focuses on several important aspects of visual forecasting. The topics of interest for this workshop include, but are not limited to:
- Early event prediction
- Activity forecasting
- Multi-agent forecasting
- Human behavior prediction
- Human face aging prediction
- Anticipation of trajectories
- Short- and long-term prediction and diagnoses in medical imaging
- Predicting frames and features in videos and other sensors in autonomous driving
- New theories and applications in visual forecasting models
- Databases, evaluation, and benchmarking in precognition
Committees
Program Committee
- Marios Savvides, CMU
- Carlos Vallespi-Gonzalez, Uber ATG
- Xiaoming Liu, MSU
- Arun Ross, MSU
- Radu Timofte, ETH Zurich
- Slobodan Vucetic, Temple University
- Namhoon Lee, Oxford
- Henggang Cui, Uber ATG
- Fang-Chieh Chou, Uber ATG
- Thi Hoang Ngan Le, CMU
- Nick Rhinehart, CMU
- Chi Nhan Duong, PDActive, Inc.
- Kha Gia Quach, PDActive, Inc.
- De-An Huang, Stanford
- Wei-Chiu Ma, MIT
- Vladan Radosavljevic, OLX
- Ankit Laddha, Uber ATG
Organizing committee
- Dr. Khoa Luu (University of Arkansas)
- Dr. Kris Kitani (Carnegie Mellon University)
- Dr. Minh Hoai Nguyen (Stony Brook University)
- Dr. Hien Van Nguyen (University of Houston)
- Dr. Nemanja Djuric (Uber ATG)
- Dr. Utsav Prabhu (Google)
Invited Speakers
-
Dr. Carl Wellington (Perception Lead at Uber ATG)
Presentation Topic: Perception and Prediction in Autonomous Driving at Uber ATG -
Sonia Phene (Medical Imaging Team at Google Brain)
Presentation Topic: Predicting Medical Diagnoses in Google -
TBD
Publication
Precognition2019 proceedings will be published by The Conference on Computer Vision and Pattern Recognition (CVPR2019).
Venue
The workshop will be held in Long Beach, CA, USA, June 16th-17th, 2019.
Contact
All questions about submissions should be e-mailed to the organizers.