posted by organizer: yuxiang1985 || 1957 views || tracked by 2 users: [display]

3DVR 2021 : CVPR 2021 Workshop on 3D Vision and Robotics

FacebookTwitterLinkedInGoogle

Link: https://sites.google.com/view/cvpr2021-3d-vision-robotics
 
When Jun 19, 2021 - Jun 25, 2021
Where Virtual
Submission Deadline Apr 21, 2021
Notification Due May 15, 2021
Final Version Due May 29, 2021
Categories    computer vision   robotics
 

Call For Papers

CVPR 2021 Workshop on 3D Vision and Robotics

Website: https://sites.google.com/view/cvpr2021-3d-vision-robotics

Overview
***********
In this workshop, we aim to bring together experts spanning visual computing, machine learning, and robotics to discuss challenges in 3D vision and how it can help with perception, control, and planning in robotics. One of the key challenges of 3D vision is what type of representation is appropriate and how do we design machine learning algorithms for these different representations. In contrast to 2D images that have a standard representation as regular pixel grids, 3D data can come as irregular 3D point clouds (e.g., acquired with LIDAR sensors), meshes of varying topology, or as volumetric data. Intelligent agents also need to take temporal sequences of sensory observations and make decisions on how to act. Will accumulating sensory observations into a 3D representation of the world lead to better models? This workshop will provide a venue for people interested in 3D vision and robotics to come together to discuss the various challenges and problems in this area.

Topics of Interest
*******************
This workshop will focus on related discussion topics such as the ones below:
- Is 3D useful for robotics? What kind of 3D representations are useful for robotics?
- How can a robot learn a 3D representation of its environment and relevant objects from raw sensory input under noisy sensors and actuators? What kind of machine learning algorithms are needed?
- What is the right interface between 3D perception and planning & control?
- What are the underexplored areas of 3D perception for robotics (e.g. instance recognition, few-shot learning)?
- What is the role of 3D simulation for robotics?
- Both robotics and 3D data are fields that are research areas with high barriers to entry. How can we enable researchers from other fields such as ML to more easily work in these areas?

Call for Papers
*****************
Submission page: https://cmt3.research.microsoft.com/3DVR2021
We solicit 2-4 page extended abstracts conforming to the official CVPR style guidelines. A paper template is available in LaTeX and Word. References will not count towards the page limit. The review process is double-blind.
Submissions can include: late-breaking results, under review material, archived, or previously accepted work (please make a note of this in the submission).

Important Dates
******************
Submission Deadline: April 21, 2021 (11:59 pm PST)
Papers Assigned to Reviewers: April 24, 2021 (11:59 pm PST)
Reviews Due: May 8, 2021 (11:59 pm PST)
Acceptance Decision: May 15, 2021 (11:59 pm PST)
Camera-Ready Version: May 29, 2021 (11:59 pm PST)
Please note the accepted contributions will be presented as spotlight talks in the workshop and will be posted on the workshop website upon author approval.

Organizers
*************
Angel X. Chang (Simon Fraser University)
Katerina Fragkiadaki (Carnegie Mellon University)
Qixing Huang (The University of Texas at Austin)
Li Erran Li (Alexa AI at Amazon)
Charles Ruizhongtai Qi (Waymo LLC)
Yu Xiang (NVIDIA Research)
Yuke Zhu (The University of Texas at Austin)

Related Resources

CVPR 2024   The IEEE/CVF Conference on Computer Vision and Pattern Recognition
ECAI 2024   27th European Conference on Artificial Intelligence
ICoSR 2024   2024 3rd International Conference on Service Robotics
CCVPR 2024   2024 International Joint Conference on Computer Vision and Pattern Recognition (CCVPR 2024)
ICoIV 2024   2024 International Conference on Intelligent Vehicles (ICoIV 2024)
SPIE-Ei/Scopus-CVCM 2024   2024 5th International Conference on Computer Vision, Communications and Multimedia (CVCM 2024) -EI Compendex
SPIE-Ei/Scopus-ITNLP 2024   2024 4th International Conference on Information Technology and Natural Language Processing (ITNLP 2024) -EI Compendex
ICVISP 2024   2024 8th International Conference on Vision, Image and Signal Processing (ICVISP 2024)
ADMIT 2024   2024 3rd International Conference on Algorithms, Data Mining, and Information Technology (ADMIT 2024)
ITNG 2024   The 21st Int'l Conf. on Information Technology: New Generations ITNG 2024