[visionlist] SOCO 2020 Special Session on Applications of Machine Learning in Computer Visions in Burgos (Spain) 24 to 26 June, 2020

[jgarcia at dtic.ua.es]

[Apologies for multiple copies due to cross-posting. Please forward to
colleagues who might be interested]

 

Dear Colleague,

 

We would like to cordially invite you to submit a paper for the 15th
International Conference on Soft Computing Models in Industrial and
Environmental Applications, Burgos, Spain. SOCO'20, 24th-26th June 2020,
http://sococonference.eu.

 

Special Session on Applications of Machine Learning in Computer Vision
<http://2020.sococonference.eu/ss11-special-session-on-applications-of-machi
ne-learning-in-computer-vision/> 

 

Abstract

Over the last decades there has been an increasing interest in using machine
learning and in the last few years, deep learning methods, combined with
other vision techniques to create autonomous systems that solve vision
problems in different fields. This special session is designed to serve
researchers and developers to publish original, innovative and state-of-the
art algorithms and architectures for applications in the areas of computer
vision, image processing, biometrics, virtual and augmented reality, neural
networks, intelligent interfaces and biomimetic object-vision recognition.

 

This special session provides a platform for academics, developers, and
industry-related researchers belonging to the vast communities of *Neural
Networks*, *Computational Intelligence*, *Machine Learning*, *Deep
Learning*, *Biometrics*, *Vision systems*, and *Robotics *, to discuss,
share experience and explore traditional and new areas of the computer
vision, machine and deep learning combined to solve a range of problems. The
objective of this special session is to integrate the growing international
community of researchers working on the application of Machine Learning and
Deep Learning Methods in Computer Vision to a fruitful discussion on the
evolution and the benefits of this technology to the society.

 

Topics

The methods and tools applied to vision and robotics include, but are not
limited to, the following:

*	Computational Intelligence methods
*	Machine Learning methods
*	Self-adaptation and self-organisation
*	Robust computer vision algorithms (operation under variable
conditions, object tracking, behaviour analysis and learning, scene
segmentation,,,,)
*	Registration methods
*	Extraction of Biometric Features (fingerprint, iris, face, voice,
palm, gait)
*	Convolutional Neural Networks CNN 
*	Recurrent Neural Networks RNN
*	Deep Reinforcement Learning DRL
*	Hardware implementation and algorithms acceleration (GPUs, FPGA,s,.)

 

The fields of application can be identified, but are not limited to, the
following:

*	Video and Image Processing

*	Video tracking
*	3D Scene reconstruction
*	3D Tracking in Virtual Reality Environments
*	3D Volume visualization
*	Intelligent Interfaces (User-friendly Man Machine Interface)
*	Multi-camera and RGB-D camera systems
*	Multi-modal Human Pose Recovery and Behavior Analysis
*	Gesture and posture analysis and recognition
*	Human body reconstruction
*	Biometric Identification and Recognition
*	Extraction of Biometric Features (fingerprint, iris, face, voice,
palm, gait)
*	Surveillance systems
*	Autonomous and Social Robots
*	Robotic vision
*	Industry 4.0
*	IoT and Cyber-physical Systems

 

Session Chairs

    Jose Garcia Rodriguez, University of Alicante (Spain)

    Alexandra Psarrou, University of Westminster (UK)

    Eldon Caldwel, University of Costa Rica (Costa Rica)

    Jorge Azorin Lopez, University of Alicante (Spain)

    Andres Fuster Guillo, University of Alicante (Spain)

    Enrique Dominguez, University of Malaga (Spain)

 

Important dates: 

Paper Submission Deadline

January 20, 2020

 

Paper acceptance notification date 

April 1, 2020 

 

Conference

June 24-26, 2020

 

Submission Guidelines: 

Please follow the regular submission guidelines of SOCO 2020. Please notify
the chairs of your submission by sending an email to: jgarcia at dtic.ua.es
<mailto:jgarcia at dtic.ua.es> . 

                           

Contact: 

Prof. Jose Garcia Rodriguez

Email:  <mailto:jgarcia at dtic.ua.es> jgarcia at dtic.ua.es 

 

Best regards.

 

Jose

 

Jose Garcia-Rodriguez, Phd

Full Professor in Computer Vision, Machine Learning & HPC

Dpt. Computers Technology

University of Alicante 

PO Box. 99. 03080  Alicante (Spain)

tel: +34 965903400 ext. 2616 <tel:%2B34%20965903400%20ext.%202616>  mobile:
+34 610488989 <tel:%2B34%20610488989> 

email: jgarcia at dtic.ua.es <mailto:jgarcia at dtic.ua.es> 

http://www.dtic.ua.es/~jgarcia/

 

 

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