Call for Papers ICIP 2021 Autonomous Vehicle Vision (AVVision) Special Session
(Deadline Extended to February 14, 2021 by ICIP2021 organizers!) Early abstract submissions are welcome! Send us your abstract (including tentative title, abstract, author list, and corresponding author contact email) before January 18, 2021! Email: avvision@mias.group <mailto:avvision@mias.group> https://sites.google.com/view/avvision-icip21 Call for Papers With a number of breakthroughs in autonomous system technology over the past decade, the race to commercialize self-driving cars has become fiercer than ever. The integration of advanced sensing, computer vision, signal/image processing, and machine/deep learning into autonomous vehicles enables them to perceive the environment intelligently and navigate safely. Autonomous driving is required to ensure safe, reliable, and efficient automated mobility in complex uncontrolled real-world environments. Various applications range from automated transportation and farming to public safety and environmental exploration. Visual perception is a critical component of autonomous driving. Enabling technologies include: a) affordable sensors that can acquire useful data under varying environmental conditions, b) reliable simultaneous localization and mapping, c) machine learning that can effectively handle varying real-world conditions and unforeseen events, as well as “machine-learning friendly” signal processing to enable more effective classification and decision making, d) hardware and software co-design for efficient real-time performance, e) resilient and robust platforms that can withstand adversarial attacks and failures, and f) end-to-end system integration of sensing, computer vision, signal/image processing and machine/deep learning. The special session will cover all these topics. Research papers are solicited in, but not limited to, the following topics: • 3D road/environment reconstruction and understanding; • Semantic/instance driving scene segmentation and semantic mapping; • Self-supervised/unsupervised visual environment perception; • Car/pedestrian/object/obstacle detection/tracking and 3D localization; • Car/license plate/road sign detection and recognition; • Driver status monitoring and human-car interfaces; • Deep/machine learning and image analysis for car perception; • Adversarial domain adaptation for autonomous driving. Organizers Dr. Rui Ranger Fan, UC San Diego Prof. Ioannis Pitas, Aristotle University of Thessaloniki Dr. Nemanja Djuric, Uber ATG Important Dates * Paper Submission Deadline: February 14, 2021 * Reviews Made Available to Authors: April 14, 2021 * Author Rebuttal Deadline: April 21, 2021 * Paper Acceptance Notification: May 19, 2021 * Final Paper Submission Deadline: June 16, 2021 * Author Registration Deadline: June 25, 2021 Submission Papers must be formatted according to the instructions in the IEEE ICIP 2021 <https://2021.ieeeicip.org/Papers/PaperKit.asp> Paper Kit. Please read the entire paper kit carefully to verify that your paper document is formatted correctly and that you have all the information you need before starting your paper submission. The paper kit contains detailed instructions on formatting your document and completing the submission process, as well as a description of how the review process works and how to prepare for your presentation at the conference if your paper is accepted. All papers must be presented and registered to be published, according to the <https://2021.ieeeicip.org/Policies.asp> Non-Presented Paper (No-Show) Policy. More details can be found at <https://2021.ieeeicip.org/Papers.asp> https://2021.ieeeicip.org/Papers.asp -- This email has been checked for viruses by Avast antivirus software. https://www.avast.com/antivirus
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