[visionlist] ICCV21 Workshop on 3D Object Detection from Images (3DODI)

[Andrea Simonelli]

Workshop on 3D Object Detection from Images (3DODI)

Virtual @ ICCV 2021

https://sites.google.com/unitn.it/3dodi

Call for Papers ****with prizes****

Deadline July 25th


Description

The 1st Workshop on 3D Object Detection from Images aims to gather
researchers and engineers from academia and industry to discuss the latest
advances in Image-based 3D object detection.

In this half-day workshop, we will have invited speakers, regular paper
presentations and paper prizes to present the current state of the art in
terms of methodologies and applications, limitations and future directions
in this challenging research area.

Invited Speakers

- Andreas Geiger, University of Tubingen

- Adrien Gaidon, Toyota Research Institute

- Laura Leal-Taixé, Technical University of Munich

- Fisher Yu, ETH Zurich

- Xiaoming Liu, Michigan State University

Call for Papers

The suggested list of topics is (but is not limited to):

- 3D object detection methods from images in a monocular setting, stereo or
other calibrated multi-camera settings, or  from multiple image frames or
video streams

- Exploration of novel representations, e.g. like Pseudo-LiDAR, for
image-based 3D object detection

- Exploitation of semi-supervised or self-supervised techniques in the
context of image-based 3D object detection

- Domain adaptation or transfer learning with image-based 3D object
detectors

- Exploring adversarial attacks in the context of image-based 3D object
detection

- Advances on depth estimation for the purpose of improving 3D Object
Detection pipelines

- Novel metrics to benchmark 3D object detectors as well as critical
analyses of the existing metrics and evaluation protocols

- Novel benchmark datasets for image-based 3D object detection methods, or
critical analyses of existing benchmarks and methods

- Novel strategies for investigating the limits of existing monocular 3D
object detection models

- Applications of image-based 3D object detections (robotics, autonomous
driving, Augmented reality, etc.)

Prizes

In order to solicit high-quality submissions we will have two best paper
prizes:

- Best paper: 2k USD

- Runner-up: 1k USD



Dates

- Submission: July 25th 11:59PM Pacific Time

- Notification: August 12th 11:59PM Pacific Time

- Camera ready: August 16th 11:59PM Pacific Time



Contact

For any information contact 3dodi.workshop at gmail.com
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