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</o:shapelayout></xml><![endif]--></head><body lang=ES link="#0563C1" vlink="#954F72" style='word-wrap:break-word'><div class=WordSection1><p class=MsoPlainText><span lang=EN-GB 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]</span><span lang=EN-GB><o:p></o:p></span></p><p class=MsoPlainText><span lang=EN-GB style='font-size:11.0pt;font-family:"Cambria",serif'> </span><span lang=EN-GB><o:p></o:p></span></p><p class=MsoPlainText><span lang=EN-GB style='font-size:11.0pt;font-family:"Cambria",serif'>Dear Colleagues,</span><span lang=EN-GB><o:p></o:p></span></p><p class=MsoPlainText><span lang=EN-GB style='font-size:11.0pt;font-family:"Cambria",serif'> </span><span lang=EN-GB><o:p></o:p></span></p><p class=MsoNormal><span lang=EN-GB style='font-family:"Cambria",serif'>We would like to cordially invite you to submit a paper for <b><a href="https://personal.ua.es/jgr/IJCNN2025/">IJCNN Special Session on Machine Learning and Deep Learning Methods applied to Vision and Robotics (MLDLMVR)</a><o:p></o:p></b></span></p><p class=MsoNormal><span lang=EN-GB> <o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><b><span style='font-size:12.0pt;font-family:"Cambria",serif'><a href="https://2025.ijcnn.org/"><span lang=EN-GB>IJCNN 2025 </span></a></span></b><b><span style='font-size:12.0pt;font-family:"Cambria",serif'> </span></b><span lang=EN-GB style='font-family:"Cambria",serif'>Rome (Italy) – 30 June-5 July, 2025</span><span lang=EN-GB style='font-size:12.0pt;font-family:"Cambria",serif'><o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-GB style='font-family:"Cambria",serif'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><b><span lang=EN-GB style='font-family:"Cambria",serif'>Aims: <o:p></o:p></span></b></p><p class=MsoNormal style='text-align:justify'><span lang=EN-GB style='font-family:"Cambria",serif'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-GB 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 lang=EN-GB style='font-family:"Cambria",serif'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-GB 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 lang=EN-GB style='font-family:"Cambria",serif'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-GB 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><p class=MsoNormal style='text-align:justify'><span lang=EN-GB style='font-family:"Cambria",serif'><o:p> </o:p></span></p><ul style='margin-top:0cm' type=disc><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB style='font-family:"Cambria",serif'>Computational Intelligence methods<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB style='font-family:"Cambria",serif'>Machine Learning methods<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB 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:l1 level1 lfo3'><span lang=EN-GB 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:l1 level1 lfo3'><span lang=EN-GB 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:l1 level1 lfo3'><span lang=EN-GB style='font-family:"Cambria",serif'>Registration Methods<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB style='font-family:"Cambria",serif'>Convolutional Neural Networks CNN <o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB style='font-family:"Cambria",serif'>Recurrent Neural Networks RNN <o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB style='font-family:"Cambria",serif'>Deep Reinforcement Learning DRL<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB style='font-family:"Cambria",serif'>Generative Adversial Networks<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB style='font-family:"Cambria",serif'>Predictive Learning</span><span lang=EN-GB style='font-size:12.0pt;font-family:"Cambria",serif;mso-fareast-language:ZH-CN'><o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB style='font-family:"Cambria",serif'>Active-Incremental-Online Learning<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB 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'><span lang=EN-GB 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><p class=MsoNormal style='text-align:justify'><span lang=EN-GB style='font-family:"Cambria",serif'><o:p> </o:p></span></p><ul style='margin-top:0cm' type=disc><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB style='font-family:"Cambria",serif'>Video and Image Processing<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB style='font-family:"Cambria",serif'>Video tracking <o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB style='font-family:"Cambria",serif'>3D Scene reconstruction<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB style='font-family:"Cambria",serif'>6D Object detection<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB style='font-family:"Cambria",serif'>Objects Grasping/Manipulation</span><span lang=EN-GB style='font-size:12.0pt;font-family:"Cambria",serif;mso-fareast-language:ZH-CN'><o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB 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:l1 level1 lfo3'><span lang=EN-GB style='font-family:"Cambria",serif'>3D Volume visualization<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB 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:l1 level1 lfo3'><span lang=EN-GB 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:l1 level1 lfo3'><span lang=EN-GB style='font-family:"Cambria",serif'>Multi-modal Human Pose Recovery and Behavior Analysis<o:p></o:p></span></li><li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB style='font-family:"Cambria",serif'>Human body reconstruction<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB style='font-family:"Cambria",serif'>Gesture and posture </span><span lang=EN-GB style='mso-fareast-language:ES'>analysis</span><span lang=EN-GB style='font-family:"Cambria",serif'> and recognition <o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB style='font-family:"Cambria",serif'>Biometric Identification and Recognition <o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB 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:l1 level1 lfo3'><span lang=EN-GB style='font-family:"Cambria",serif'>Surveillance systems<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB style='font-family:"Cambria",serif'>Autonomous and Social Robots<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB style='font-family:"Cambria",serif'>Robotic vision<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB style='font-family:"Cambria",serif'>Synthetic data generation<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB style='font-family:"Cambria",serif'>Sim2Real</span><span lang=EN-GB style='font-size:12.0pt;font-family:"Cambria",serif;mso-fareast-language:ZH-CN'><o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB style='font-family:"Cambria",serif'>Industry 4.0<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB style='font-family:"Cambria",serif'>Ambient Assisted Living<o:p></o:p></span></li><li class=MsoNormal style='text-align:justify;mso-list:l1 level1 lfo3'><span lang=EN-GB 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 lang=EN-GB style='font-family:"Cambria",serif'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><b><span lang=EN-GB style='font-family:"Cambria",serif'>Important dates: <o:p></o:p></span></b></p><p class=MsoNormal style='text-align:justify'><span lang=EN-GB style='font-family:"Cambria",serif'>Paper Submission Deadline<o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-GB style='font-family:"Cambria",serif'>January 15, 2025<o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-GB style='font-family:"Cambria",serif'>Paper Submission Deadline Tentative extension<o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-GB style='font-family:"Cambria",serif'>January 30, 2025<o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-GB style='font-family:"Cambria",serif'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><b><span lang=EN-GB style='font-family:"Cambria",serif'>Paper acceptance notification date <o:p></o:p></span></b></p><p class=MsoNormal style='text-align:justify'><span lang=EN-GB style='font-family:"Cambria",serif'>March 30, 2025<o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-GB style='font-family:"Cambria",serif'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><b><span lang=EN-GB style='font-family:"Cambria",serif'>Conference<o:p></o:p></span></b></p><p class=MsoNormal style='text-align:justify'><span lang=EN-GB style='font-family:"Cambria",serif'>June 30-July 5, 2025<o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-GB style='font-family:"Cambria",serif'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><b><span lang=EN-GB style='font-family:"Cambria",serif'>Submission Guidelines: <o:p></o:p></span></b></p><p class=MsoNormal style='text-align:justify'><span lang=EN-GB style='font-family:"Cambria",serif'>Please follow the regular submission guidelines of IJCNN 2025. 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'><b><span lang=EN-GB style='font-family:"Cambria",serif'><o:p> </o:p></span></b></p><p class=MsoNormal style='text-align:justify'><span lang=EN-GB style='font-family:"Cambria",serif'> <o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><b><span lang=EN-GB style='font-family:"Cambria",serif'>Chairs: <o:p></o:p></span></b></p><p class=MsoNormal style='text-align:justify'><span lang=EN-GB style='font-family:"Cambria",serif'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-GB 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 lang=EN-GB 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 lang=EN-GB style='font-family:"Cambria",serif'>Isabelle Guyon - , U. Paris-Saclay, France and Google DeepMind, USA <o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-GB style='font-family:"Cambria",serif'>Andrew Lewis – Griffith University (Australia) <o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-GB style='font-family:"Cambria",serif'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><b><span lang=EN-GB style='font-family:"Cambria",serif'>Contact: <o:p></o:p></span></b></p><p class=MsoNormal style='text-align:justify'><span lang=EN-GB style='font-family:"Cambria",serif'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-GB 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 lang=EN-GB style='font-family:"Cambria",serif'>Main Conference webpage: <a href="https://2025.ijcnn.org/">https://2025.ijcnn.org/</a><o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-GB style='font-family:"Cambria",serif'>Special session webpage: </span><span lang=EN-GB><a href="https://personal.ua.es/jgr/IJCNN2025/">https://personal.ua.es/jgr/IJCNN2025/</a></span><span lang=EN-GB style='font-family:"Cambria",serif'><o:p></o:p></span></p><p class=MsoNormal><span lang=EN-GB><o:p> </o:p></span></p><p class=MsoNormal><span lang=EN-GB>Best regards.<o:p></o:p></span></p><p class=MsoNormal><span lang=EN-GB><o:p> </o:p></span></p><p class=MsoNormal><span lang=EN-GB>Jose<o:p></o:p></span></p><p class=MsoNormal><span lang=EN-GB><o:p> </o:p></span></p><p class=MsoNormal><b><span lang=EN-GB style='font-size:10.0pt'>Jose Garcia-Rodriguez, Phd<o:p></o:p></span></b></p><p class=MsoNormal><b><span lang=EN-GB style='font-size:10.0pt'>Full Professor in Computer Vision, Machine Learning & HPC<span style='mso-ligatures:standardcontextual'><o:p></o:p></span></span></b></p><p class=MsoNormal><b><span lang=EN-GB style='font-size:10.0pt'>Vice-Dean International Relations Polytechnic University College <o:p></o:p></span></b></p><p class=MsoNormal><b><span lang=EN-GB style='font-size:10.0pt'>Director Phd Program in Computer Science <o:p></o:p></span></b></p><p class=MsoNormal><b><span lang=EN-GB style='font-size:10.0pt'>Director of 3D Perception Lab - </span></b><b><span style='font-size:10.0pt'><a href="https://3dperceptionlab.github.io/"><span lang=EN-GB>https://3dperceptionlab.github.io/</span></a></span></b><b><span lang=EN-GB style='font-size:10.0pt'><o:p></o:p></span></b></p><p class=MsoNormal><b><span lang=EN-GB style='font-size:10.0pt'>INNS-IEEE Senior Member<o:p></o:p></span></b></p><p class=MsoNormal><b><span lang=EN-GB style='font-size:10.0pt'>ValgrAI Associate Researcher <a href="https://valgrai.eu/joint-research-unit/">https://valgrai.eu/joint-research-unit/</a><o:p></o:p></span></b></p><p class=MsoNormal><b><span lang=EN-GB style='font-size:10.0pt'>Member of ELLIS Society (European Laboratory for Learning and Intelligent Systems- </span></b><b><span style='font-size:10.0pt'><a href="https://ellis.eu/members"><span lang=EN-GB>https://ellis.eu/members</span></a></span></b><b><span lang=EN-GB style='font-size:10.0pt'>)<o:p></o:p></span></b></p><p class=MsoNormal><b><span lang=EN-GB style='font-size:10.0pt'>UA Representative AIDA (Artificial Intelligence Doctoral Academy . </span></b><b><span style='font-size:10.0pt'><a href="https://www.i-aida.org/"><span lang=EN-GB>https://www.i-aida.org/</span></a></span></b><b><span lang=EN-GB style='font-size:10.0pt'> )<o:p></o:p></span></b></p><p class=MsoNormal><b><span lang=EN-GB style='font-size:10.0pt'>Dpt. Computer Technology , University of Alicante. PO Box. 99. 03080 Alicante (Spain)<o:p></o:p></span></b></p><p class=MsoNormal><b><span lang=EN-GB style='font-size:10.0pt'>tel: +34 965903400 ext. 2616 mobile: +34 610488989 fax: +34 965909643<o:p></o:p></span></b></p><p class=MsoAutoSig><b><span lang=EN-GB style='font-size:10.0pt'>email: </span></b><b><span style='font-size:10.0pt'><a href="mailto:jgarcia@dtic.ua.es"><span lang=EN-GB>jgarcia@dtic.ua.es</span></a></span></b><b><span lang=EN-GB style='font-size:10.0pt'> skype: jose.garcia.alicante website: </span></b><b><span style='font-size:10.0pt'><a href="https://personal.ua.es/jgr/"><span lang=EN-GB>https://personal.ua.es/jgr/</span></a></span></b><span lang=EN-GB style='font-size:10.0pt'><o:p></o:p></span></p><p class=MsoNormal><span lang=EN-GB style='font-family:"Aptos",sans-serif'><o:p> </o:p></span></p></div></body></html>