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EUSIPCO 2019 SATELLITE WORKSHOP ON SIGNAL PROCESSING, COMPUTER
VISION AND
DEEP LEARNING FOR AUTONOMOUS SYSTEMS
A CORUNA, SPAIN, SEPTEMBER 6th 2019
CALL FOR PAPERS
WORKSHOP SUMMARY
During the last years we are witnessing a constantly increasing
use
and interest for Autonomous Systems (AS) such as UAVs, humanoid
robots,
cars, marine and underwater vessels, etc. This is due to their
numerous
applications in transport, surveillance, mapping, manufacturing,
healthcare,
agriculture, infrastructure inspection, cinematography etc.
Successful
deployment of autonomous systems involves tackling a number of
interesting
and challenging topics such as AS localization, planning, action
and
mapping, analysis of visual data coming from AS sensors for human
centric or
environment active perception and cognition, privacy protection
technologies
in AS data, 3D data (e.g. LIDAR) processing and analysis,
communication
issues for AS, sensor fusion, multimodal interfaces etc. These
tasks can be
addressed by using several methodologies from the areas of
signal/image/video processing and analysis, computer vision and
machine
learning (including deep learning) provided that they respect
several
constraints and limitations inherent to AS, such as real-time
operation,
limited available computing resources on board the AS, need for
robustness
in real-life scenarios etc. The aim of this workshop is to bring
together
researchers, engineers and computer scientists working in the
areas of
signal/image/video processing and analysis, computer vision, and
machine
learning for AS to present and discuss recent developments and
trends in
this exciting area. The workshop will consist of 2-3 invited talks
by
prominent researchers and oral presentations featuring research
papers. The
workshop is technically sponsored by the H2020 Project MULTIDRONE
(
www.multidrone.eu).
PAPER TOPICS
Papers describing novel work are solicited in the following areas
(non-exhaustive list):
* Signal/image/video processing and analysis for autonomous
systems
* Machine learning for autonomous systems
* Deep learning for autonomous systems
* Computer vision for autonomous systems
* Human centric active perception and cognition for autonomous
systems
(person/face/body part detection/recognition and pose estimation,
person/face/body part tracking, human activity recognition, social
signal
-facial expressions, gestures etc- analysis and recognition,
speech and
biosignals analysis and recognition)
* Environment active perception and cognition for autonomous
systems (object
detection/recognition and semantic scene segmentation and
understanding,
2D/3D object tracking, 3D scene reconstruction, sensor information
fusion)
* Autonomous systems localization, planning, navigation, action
and control
* Embedded computing approaches for processing (computer vision,
deep
learning, etc) on autonomous systems
* Intelligent cinematography using drones and other autonomous
systems
* Signal processing, computer vision and deep learning for
autonomous
systems safety (obstacle detection and avoidance, drone landing
site
detection, crowd and pedestrian detection and localization, road
sign/lane
detection/recognition etc)
* Privacy protection and compliance to ethics regulations
* Robust and secure mobile communications for autonomous systems
* Signal enhancement, compression and transmission for autonomous
systems
IMPORTANT DATES
* Full Paper Submission: April 30, 2019
* Notification of Paper Acceptance: May 24, 2019
* Camera Ready Papers: June 7, 2019
* Workshop: September 6, 2019
SUBMISSION AND REVIEW PROCEDURE
Prospective authors shall submit their papers using EDAS
(
https://edas.info/newPaper.php?c=24822 ). Papers should adhere to
the main
conference guidelines to be considered and, eventually, be
published in the
proceedings. For more details please visit
http://eusipco2019.org/paper-submission/ . All papers will go
through a peer
review process. Workshop proceedings will be handled by EURASIP
and will be
publicly available through the repository of EURASIP.
WORKSHOP ORGANIZERS
* Nikos Nikolaidis, Aristotle University of Thessaloniki, Greece,
nnik@csd.auth.gr
* Anastasios Tefas, Aristotle University of Thessaloniki, Greece,
tefas@csd.auth.gr
WORKSHOP TECHNICAL PROGRAM COMMITTEE
* Anibal Ollero, University of Seville, Spain
* Ioannis Pitas, Aristotle University of Thessaloniki, Greece
* David Bull, University of Bristol, UK
* Alberto Messina, RAI, Italy
* Joao Costeira, IST, Portugal
* Jesus Capitan, University of Seville, Spain
* Rita Cunha, IST, Portugal
INFORMATION
* EUSIPCO 2019 website:
http://eusipco2019.org/
* Workshop information:
http://eusipco2019.org/programme/satellite-workshops/
* For additional information regarding the workshop please contact
one of
the workshop organizers Nikos Nikolaidis (
nnik@csd.auth.gr) and
Anastasios
Tefas, (
tefas@csd.auth.gr)
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