[visionlist] WCCI/IJCNN 2020 (Glasgow (UK) 19-24 July) Special Session on Machine Learning and Deep Learning Methods applied to Vision and Robotics (MLDLMVR)

[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 WCCI/IJCNN 2020 Special Session on Machine Learning and Deep Learning Methods applied to Vision and Robotics (MLDLMVR) in Glasgow (UK) 19-24 July, 2020. http://www.dtic.ua.es/~jgarcia/IJCNN2020/

 

Aims: 

 

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 real time 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 the workshop is to integrate the growing international community of researchers working on the application of Machine Learning and Deep Learning Methods in Vision and Robotics to a fruitful discussion on the evolution and the benefits of this technology to the society.

 

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, self-organisation and self-supervised learning
*	Robust computer vision algorithms (operation under variable conditions, object tracking, behaviour analysis and learning, scene segmentation,,,,) 
*	Extraction of Biometric Features (fingerprint, iris, face, voice, palm, gait)

•     Registration Methods

*	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

•     Human body reconstruction

*	Gesture and posture analysis and recognition 
*	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

 

Important dates: 

Paper Submission Deadline

January 15, 2020

 

Paper acceptance notification date 

March 15, 2020 

 

Conference

July 19-24, 2020

 

Submission Guidelines: 

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

 

Journal special Issue

 

A Journal special Issue with extended versions of best special session papers is being managed.

Previous special session best papers were published in Neural Processing Letters 2014 and Neural Computing and Applications 2015, Expert Systems 2017, Computational Intelligence and Neuroscience 2018.

                                 

Chairs: 

 

José García-Rodríguez -University of Alicante (Spain) 

Alexandra Psarrou – University of Westminster (UK) 

Isabelle Guyon - , U. Paris-Saclay, France and ChaLearn, USA 

Andrew Lewis – Griffith University (Australia) 

Sergio Escalera -  University of Barcelone (Spain)  

Juxi Leitner - Australian Centre for Robotic Vision (ACRV) QUT (Australia) 

Enrique Dominguez – Univesity of Malaga (Spain) 

 

Contact: 

 

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

Main Conference webpage: https://wcci2020.org/

Special session webpage: http://www.dtic.ua.es/~jgarcia/IJCNN2020/

 

 

Best regards.

 

Jose

 

Jose Garcia-Rodriguez, Phd

Professor

Editor in Chief International Journal of Computer vision and Image Processing 

Vice-Dean International Relations Polytechnic University College 

Director Phd Program in Computer Science 

Director of NVIDIA  GPU Research Center  & GPU Education Center 

Dpt. Computer Technology , University of Alicante. PO Box. 99. 03080  Alicante (Spain)

tel: +34 965903400 ext. 2616 mobile: +34 610488989 fax: +34 965909643

email: jgarcia at dtic.ua.es <mailto:jgarcia at dtic.ua.es>   skype: jose.garcia.alicante   website: http://www.dtic.ua.es/~jgarcia/

 

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