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</o:shapelayout></xml><![endif]--></head><body lang=ES link="#0563C1" vlink="#954F72"><div class=WordSection1><p class=MsoPlainText><span lang=EN-US style='font-size:11.0pt;font-family:"Cambria",serif'>[Apologies for multiple copies due to cross-posting. Please forward to colleagues who might be interested]<o:p></o:p></span></p><p class=MsoPlainText><span lang=EN-US style='font-size:11.0pt;font-family:"Calibri",sans-serif;color:#1F497D'><o:p> </o:p></span></p><p class=MsoPlainText><span lang=EN-US style='font-size:11.0pt;font-family:"Cambria",serif'>Dear Colleague,<o:p></o:p></span></p><p class=MsoPlainText><span lang=EN-US style='font-size:11.0pt;font-family:"Cambria",serif'><o:p> </o:p></span></p><p class=MsoPlainText><span lang=EN-US style='font-size:11.0pt;font-family:"Cambria",serif'>We would like to cordially invite you to submit a paper for IJCNN 2021 Special Session on Machine Learning and Deep Learning Methods applied to Vision and Robotics (MLDLMVR) in Shenzhen (China) 18-22 July, 2021. </span><a href="http://www.dtic.ua.es/~jgarcia/IJCNN2021/">http://www.dtic.ua.es/~jgarcia/IJCNN2021/</a><o:p></o:p></p><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'>Aims: <o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'>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.<o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'>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.<o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'>The methods and tools applied to vision and robotics include, but are not limited to, the following:<o:p></o:p></span></p><ul style='margin-top:0cm' type=disc><li class=MsoNormal style='text-align:justify;mso-list:l4 level1 lfo3'><span style='font-family:"Cambria",serif'>Computational Intelligence methods<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l4 level1 lfo3'><span style='font-family:"Cambria",serif'>Machine Learning methods<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l4 level1 lfo3'><span style='font-family:"Cambria",serif'>Self-adaptation, self-organisation and self-supervised learning<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l4 level1 lfo3'><span style='font-family:"Cambria",serif'>Robust computer vision algorithms (operation under variable conditions, object tracking, behaviour analysis and learning, scene segmentation,,,,) <o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l4 level1 lfo3'><span style='font-family:"Cambria",serif'>Extraction of Biometric Features (fingerprint, iris, face, voice, palm, gait)<o:p></o:p></span></li></ul><p class=MsoNormal style='text-align:justify;text-indent:18.0pt'>• Registration Methods<o:p></o:p></p><ul style='margin-top:0cm' type=disc><li class=MsoNormal style='text-align:justify;mso-list:l4 level1 lfo3'><span style='font-family:"Cambria",serif'>Convolutional Neural Networks CNN <o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l4 level1 lfo3'><span style='font-family:"Cambria",serif'>Recurrent Neural Networks RNN <o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l4 level1 lfo3'><span style='font-family:"Cambria",serif'>Deep Reinforcement Learning DRL<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l4 level1 lfo3'><span style='font-family:"Cambria",serif'>Generative Adversial Networks<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l4 level1 lfo3'><span style='font-family:"Cambria",serif'>Predictive Learning<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l4 level1 lfo3'><span style='font-family:"Cambria",serif'>Active-Incremental-Online Learning<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l4 level1 lfo3'><span style='font-family:"Cambria",serif'>Hardware implementation and algorithms acceleration (GPUs, FPGA,s,…)<o:p></o:p></span></li></ul><p class=MsoNormal style='text-align:justify'><o:p> </o:p></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'>The fields of application can be identified, but are not limited to, the following:<o:p></o:p></span></p><ul style='margin-top:0cm' type=disc><li class=MsoNormal style='text-align:justify;mso-list:l5 level1 lfo7'><span style='font-family:"Cambria",serif'>Video and Image Processing<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l5 level1 lfo7'><span style='font-family:"Cambria",serif'>Video tracking <o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l5 level1 lfo7'><span style='font-family:"Cambria",serif'>3D Scene reconstruction<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l5 level1 lfo7'><span style='font-family:"Cambria",serif'>6D Object detection<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l5 level1 lfo7'><span style='font-family:"Cambria",serif'>Objects Grasping/Manipulation<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l5 level1 lfo7'><span style='font-family:"Cambria",serif'>3D Tracking in Virtual Reality Environments <o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l5 level1 lfo7'><span style='font-family:"Cambria",serif'>3D Volume visualization<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l5 level1 lfo7'><span style='font-family:"Cambria",serif'>Intelligent Interfaces (User-friendly Man Machine Interface)<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l5 level1 lfo7'><span style='font-family:"Cambria",serif'>Multi-camera and RGB-D camera systems <o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l5 level1 lfo7'><span style='font-family:"Cambria",serif'>Multi-modal Human Pose Recovery and Behavior Analysis<o:p></o:p></span></li></ul><p class=MsoNormal style='text-align:justify;text-indent:18.0pt'>• Human body reconstruction<o:p></o:p></p><ul style='margin-top:0cm' type=disc><li class=MsoNormal style='text-align:justify;mso-list:l5 level1 lfo7'><span style='font-family:"Cambria",serif'>Gesture and posture analysis and recognition <o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l5 level1 lfo7'><span style='font-family:"Cambria",serif'>Biometric Identification and Recognition <o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l5 level1 lfo7'><span style='font-family:"Cambria",serif'>Extraction of Biometric Features (fingerprint, iris, face, voice, palm, gait)<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l5 level1 lfo7'><span style='font-family:"Cambria",serif'>Surveillance systems<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l5 level1 lfo7'><span style='font-family:"Cambria",serif'>Autonomous and Social Robots<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l5 level1 lfo7'><span style='font-family:"Cambria",serif'>Robotic vision<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l5 level1 lfo7'><span style='font-family:"Cambria",serif'>Synthetic data generation<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l5 level1 lfo7'><span style='font-family:"Cambria",serif'>Sim2Real<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l5 level1 lfo7'><span style='font-family:"Cambria",serif'>Industry 4.0<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l5 level1 lfo7'><span style='font-family:"Cambria",serif'>IoT and Cyber-physical Systems<o:p></o:p></span></li></ul><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><b><span style='font-family:"Cambria",serif'>Important dates: <o:p></o:p></span></b></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'>Paper Submission Deadline<o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'>January 15, 2021<o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><b><span style='font-family:"Cambria",serif'>Paper acceptance notification date <o:p></o:p></span></b></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'>March 15, 2021 <o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><b><span style='font-family:"Cambria",serif'>Conference<o:p></o:p></span></b></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'>July 18-22, 2021<o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><b><span style='font-family:"Cambria",serif'>Submission Guidelines: <o:p></o:p></span></b></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'>Please follow the regular submission guidelines of IJCNN 2021<span style='color:#1F497D'> </span>selecting the Special Session S05. Please notify the chairs of your submission by sending an email to: <a href="mailto:jgarcia@dtic.ua.es">jgarcia@dtic.ua.es</a>. <o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><b><span style='font-family:"Cambria",serif'>Journal special Issue<o:p></o:p></span></b></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'>A Journal special Issue with extended versions of best special session papers is being managed.<o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'>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.<o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'>Tentative journal special issue is being managed with Journal Sensors: <a href="https://www.mdpi.com/journal/sensors/special_issues/Deep_Learning_Image_Recognition_Systems">https://www.mdpi.com/journal/sensors/special_issues/Deep_Learning_Image_Recognition_Systems</a> but other special issues are being discussed.<o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'> <o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><b><span style='font-family:"Cambria",serif'>Chairs: <o:p></o:p></span></b></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'>José García-Rodríguez -University of Alicante (Spain) <o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'>Alexandra Psarrou – University of Westminster (UK) <o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'>Isabelle Guyon - , U. Paris-Saclay, France and ChaLearn, USA <o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'>Antonis Argyros - Institute of Computer Science, FORTH (Greece)<o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'>Andrew Lewis – Griffith University (Australia) <o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'>Sergio Escalera - University of Barcelone (Spain) <o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'>Juxi Leitner - LYRO Robotics Pry Ltd and QUT Centre of Robotics (Australia)<o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'>Enrique Dominguez – Univesity of Malaga (Spain) <o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US style='font-family:"Cambria",serif'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><b><span style='font-family:"Cambria",serif'>Contact: <o:p></o:p></span></b></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'>Email: <a href="mailto:jgarcia@dtic.ua.es"><span style='font-family:"Calibri",sans-serif'>jgarcia@dtic.ua.es</span></a> <o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span style='font-family:"Cambria",serif'>Main Conference webpage: <a href="https://www.ijcnn.org/">https://www.ijcnn.org/</a><o:p></o:p></span></p><p class=MsoNormal><span style='font-family:"Cambria",serif'>Special session webpage: </span><a href="http://www.dtic.ua.es/~jgarcia/IJCNN2021/">http://www.dtic.ua.es/~jgarcia/IJCNN2021/</a><o:p></o:p></p><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal>Best regards.<o:p></o:p></p><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal>Jose<o:p></o:p></p><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal><b>Jose Garcia-Rodriguez, Phd<o:p></o:p></b></p><p class=MsoNormal><b>Full Professor in Computer Vision, Machine Learning & HPC<o:p></o:p></b></p><p class=MsoNormal><b>Editor in Chief International Journal of Computer vision and Image Processing <o:p></o:p></b></p><p class=MsoNormal><b>Vice-Dean International Relations Polytechnic University College <o:p></o:p></b></p><p class=MsoNormal><b>Director Phd Program in Computer Science <o:p></o:p></b></p><p class=MsoNormal><b>Dpt. Computer Technology , University of Alicante. PO Box. 99. 03080 Alicante (Spain)<o:p></o:p></b></p><p class=MsoNormal><b>tel: +34 965903400 ext. 2616 mobile: +34 610488989 fax: +34 965909643<o:p></o:p></b></p><p class=MsoNormal><b>email: <a href="mailto:jgarcia@dtic.ua.es">jgarcia@dtic.ua.es</a> skype: jose.garcia.alicante website: <a href="http://www.dtic.ua.es/~jgarcia/">http://www.dtic.ua.es/~jgarcia/</a><o:p></o:p></b></p><p class=MsoNormal><o:p> </o:p></p></div></body></html>