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</o:shapelayout></xml><![endif]--></head><body lang=EL link="#0563C1" vlink="#954F72" style='word-wrap:break-word'><div class=WordSection1><p class=MsoPlainText style='text-align:justify'><span lang=EN-US style='font-size:12.0pt;color:black'>Dear Deep Learning, Computer Vision and Autonomous Systems engineers, scientists, and enthusiasts,<o:p></o:p></span></p><p class=MsoPlainText style='text-align:justify'><span lang=EN-US style='font-size:12.0pt;color:black'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US style='font-size:12.0pt;color:black'>you are welcomed to register to the 2021 Spring <a name="_Hlk65683648">CVML</a> e-School having focus on Deep Learning, Computer Vision and Autonomous Systems (cars, drones, marine vessels):<o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US><a href="http://icarus.csd.auth.gr/spring-school-2021-cvml-short-course/">http://icarus.csd.auth.gr/spring-school-2021-cvml-short-course/</a></span><span lang=EN-US style='font-size:12.0pt;color:black'><o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US style='font-size:12.0pt;color:black'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US style='font-size:12.0pt;color:black'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US style='font-size:12.0pt;color:black'>It will be hosted by the Artificial Intelligence and Information Analysis (AIIA) Lab, Aristotle University of Thessaloniki (AUTH), Thessaloniki, Greece. <o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US style='font-size:12.0pt;color:black'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US style='font-size:12.0pt;color:black'>The 2021 Spring CVML e-school consists of 3 live short e-courses:<o:p></o:p></span></p><p class=MsoPlainText style='margin-left:.25in;text-align:justify;text-indent:-.25in;mso-list:l1 level1 lfo1'><![if !supportLists]><b><span lang=EN-US><span style='mso-list:Ignore'>a)<span style='font:7.0pt "Times New Roman"'> </span></span></span></b><![endif]><b><span lang=EN-US>‘Computer Vision and Image Processing’, 17-18<sup>th</sup> March 2021.</span></b><span lang=EN-US><o:p></o:p></span></p><p class=MsoListParagraph style='margin-left:0in;text-align:justify'><span lang=EN-US><a href="http://icarus.csd.auth.gr/cvml-short-course-computer-vision-image-processing/">http://icarus.csd.auth.gr/cvml-short-course-computer-vision-image-processing/</a><o:p></o:p></span></p><p class=MsoListParagraph style='margin-left:0in;text-align:justify'><span lang=EN-US><o:p> </o:p></span></p><p class=MsoPlainText style='margin-left:.25in;text-align:justify;text-indent:-.25in;mso-list:l1 level1 lfo1'><![if !supportLists]><b><span lang=EN-US><span style='mso-list:Ignore'>b)<span style='font:7.0pt "Times New Roman"'> </span></span></span></b><![endif]><b><span lang=EN-US style='font-size:12.0pt;color:black'>‘</span></b><b><span lang=EN-US>Machine Learning and Deep Neural Networks</span></b><span lang=EN-US>’, <b>27-28<sup>th</sup> April 2021.</b><o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US><a href="http://icarus.csd.auth.gr/spring-cvml-short-course-machine-learning-and-deep-neural-networks/"><b>http://icarus.csd.auth.gr/spring-cvml-short-course-machine-learning-and-deep-neural-networks/</b></a></span><span class=MsoHyperlink><b><o:p></o:p></b></span></p><p class=MsoNormal style='text-align:justify'><o:p> </o:p></p><p class=MsoPlainText style='margin-left:.25in;text-align:justify;text-indent:-.25in;mso-list:l1 level1 lfo1'><![if !supportLists]><strong><span style='font-family:"Calibri",sans-serif'><span style='mso-list:Ignore'>c)<span style='font:7.0pt "Times New Roman"'> </span></span></span></strong><![endif]><b><span lang=EN-US>‘Computer Vision for Autonomous Systems’, <strong><span style='font-family:"Calibri",sans-serif'>5-6<sup>th</sup> May 2021.</span></strong></span><strong><span style='font-family:"Calibri",sans-serif'><o:p></o:p></span></strong></b></p><p class=MsoNormal style='text-align:justify'><b><span lang=EN-US><a href="http://icarus.csd.auth.gr/spring-cvml-short-course-computer-vision-for-autonomous-system-perception/">http://icarus.csd.auth.gr/spring-cvml-short-course-computer-vision-for-autonomous-system-perception/</a></span></b><span style='font-size:12.0pt'><o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><b><span lang=EN-US><o:p> </o:p></span></b></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US>and <o:p></o:p></span></p><p class=MsoPlainText style='margin-left:.25in;text-align:justify;text-indent:-.25in;mso-list:l1 level1 lfo1'><![if !supportLists]><b><span lang=EN-US style='color:black'><span style='mso-list:Ignore'>d)<span style='font:7.0pt "Times New Roman"'> </span></span></span></b><![endif]><b><span lang=EN-US>CVML Web Lecture Series: 17</span></b><b><span lang=EN-US style='font-size:12.0pt'> </span></b><b><span lang=EN-US>CVML asynchronous Web courses containing 150 on-line asynchronous web lectures in total:<span style='color:black'><o:p></o:p></span></span></b></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US><a href="http://icarus.csd.auth.gr/cvml-web-lecture-series/"><b>http://icarus.csd.auth.gr/cvml-web-lecture-series/</b></a><b><o:p></o:p></b></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US style='font-size:12.0pt'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US style='font-size:12.0pt;color:black'>You can follow the above-mentioned links for registration on either<a name="_Hlk65684632"> live or asynchronous</a> e-courses. For questions, please contact: Ioanna Koroni </span><span lang=EN-US style='font-size:12.0pt'><</span><span lang=EN-US><a href="mailto:koroniioanna@csd.auth.gr">koroniioanna@csd.auth.gr</a></span><span lang=EN-US style='font-size:12.0pt'>><span style='color:black'><o:p></o:p></span></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US><o:p> </o:p></span></p><p class=MsoPlainText style='text-align:justify'><span lang=EN-US style='font-size:12.0pt;color:black'>Each live e-course contains 16 live (and recorded) lectures </span><span lang=EN-US>and related material (slide pdfs, lecture videos, understanding questionnaires) </span><span lang=EN-US style='font-size:12.0pt;color:black'>providing an in-depth presentation of computer vision and deep learning problems algorithms with applications on Autonomous Systems (cars, drones, marine vessels).<o:p></o:p></span></p><p class=MsoPlainText style='text-align:justify'><span lang=EN-US style='font-size:12.0pt;color:black'><o:p> </o:p></span></p><p class=MsoPlainText style='text-align:justify'><a name="_Hlk65684791"><span lang=EN-US style='font-size:12.0pt;color:black'>All e-</span></a><span lang=EN-US style='font-size:12.0pt;color:black'>courses are organized by Prof. I. Pitas, IEEE and EURASIP fellow, He is AUTH prime investigation for H2020 project AerialCore, Coordinator of the European Horizon2020 R&D project Multidrone, Director of the Artificial Intelligence and Information analysis Lab (AIIA Lab), Aristotle University of Thessaloniki, Greece and Chair of the IEEE SPS Autonomous Systems Initiative. He is ranked 249 top Computer Science and Electronics Scientist internationally by Guide2research.<o:p></o:p></span></p><p class=MsoPlainText style='text-align:justify'><span lang=EN-US style='font-size:12.0pt;color:black'><o:p> </o:p></span></p><p class=MsoPlainText style='text-align:justify'><span lang=EN-US style='font-size:12.0pt;color:black'>Aristotle University of Thessaloniki is the biggest University in Greece and in SE Europe. It is highly ranked internationally.<o:p></o:p></span></p><p class=MsoPlainText style='text-align:justify'><span lang=EN-US style='font-size:12.0pt;color:black'><o:p> </o:p></span></p><p class=MsoPlainText style='text-align:justify'><b><span lang=EN-US style='font-size:12.0pt;color:black'>Relevant links:<o:p></o:p></span></b></p><ol style='margin-top:0in' start=1 type=1><li class=MsoPlainText style='text-align:justify;mso-list:l4 level1 lfo2'><span lang=EN-US style='font-size:12.0pt;color:black'>European Horizon2020 R&D projects Aerial-Core: </span><span lang=EN-US><a href="https://aerial-core.eu/">https://aerial-core.eu/</a></span><span lang=EN-US style='font-size:12.0pt'>, <span style='color:black'>Multidrone</span>: </span><span lang=EN-US><a href="https://multidrone.eu/">https://multidrone.eu/</a></span><span lang=EN-US style='font-size:12.0pt'>, <span style='color:black'>AI4Media</span>: </span><span lang=EN-US><a href="https://ai4media.eu/">https://ai4media.eu/</a></span><span lang=EN-US style='font-size:12.0pt'><o:p></o:p></span></li><li class=MsoPlainText style='text-align:justify;mso-list:l4 level1 lfo2'><span lang=EN-US style='font-size:12.0pt;color:black'>AIIA Lab: </span><span lang=EN-US><a href="http://www.aiia.csd.auth.gr/">http://www.aiia.csd.auth.gr/</a></span><span lang=EN-US style='font-size:12.0pt'><o:p></o:p></span></li><li class=MsoPlainText style='text-align:justify;mso-list:l4 level1 lfo2'><span lang=EN-US style='font-size:12.0pt;color:black'>Prof. I. Pitas: </span><span lang=EN-US><a href="https://scholar.google.gr/citations?user=lWmGADwAAAAJ&hl=el">https://scholar.google.gr/citations?user=lWmGADwAAAAJ&hl=el</a></span><span lang=EN-US style='font-size:12.0pt'><o:p></o:p></span></li></ol><p class=MsoPlainText style='text-align:justify'><span lang=EN-US style='font-size:12.0pt'><o:p> </o:p></span></p><p class=MsoPlainText style='text-align:justify'><span lang=EN-US style='font-size:12.0pt'><o:p> </o:p></span></p><p class=MsoPlainText style='text-align:justify'><b><span lang=EN-US style='font-size:12.0pt;color:black'>Course descriptions<o:p></o:p></span></b></p><p class=MsoPlainText style='margin-left:.25in;text-align:justify;text-indent:-.25in;mso-list:l9 level1 lfo3'><![if !supportLists]><b><span lang=EN-US><span style='mso-list:Ignore'>a)<span style='font:7.0pt "Times New Roman"'> </span></span></span></b><![endif]><b><span lang=EN-US>‘Short e-course on Computer Vision and Image Processing’, 17-18<sup>th</sup> March 2021. </span></b><span lang=EN-US><a href="http://icarus.csd.auth.gr/cvml-short-course-computer-vision-image-processing/">http://icarus.csd.auth.gr/cvml-short-course-computer-vision-image-processing/</a><o:p></o:p></span></p><p style='text-align:justify'><strong><span lang=EN-US style='font-family:"Calibri",sans-serif;color:black'>Part A </span></strong><strong><span lang=EN-US style='font-family:"Calibri",sans-serif'>Image Processing (first day, 8 lectures):</span></strong><strong><span style='font-family:"Calibri",sans-serif;color:black;font-weight:normal'><o:p></o:p></span></strong></p><ol style='margin-top:0in' start=1 type=1><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l0 level1 lfo4'><span lang=EN-US>Introduction to Image Processing and Computer Vision</span><o:p></o:p></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l0 level1 lfo4'><span lang=EN-US>Image Formation<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l0 level1 lfo4'><span lang=EN-US>Image sampling<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l0 level1 lfo4'><span lang=EN-US>2D Systems<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l0 level1 lfo4'><span lang=EN-US>Image Transforms<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l0 level1 lfo4'><span lang=EN-US>Fast 2D Convolution Algorithms<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l0 level1 lfo4'><span lang=EN-US>Image Perception<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l0 level1 lfo4'><span lang=EN-US>Image Filtering<o:p></o:p></span></li></ol><p style='text-align:justify'><strong><span lang=EN-US style='font-family:"Calibri",sans-serif;color:black'>Part B </span></strong><b><span lang=EN-US style='color:black'>Computer Vision<strong><span style='font-family:"Calibri",sans-serif'> (second day, 8 lectures):</span></strong></span><strong><span style='font-family:"Calibri",sans-serif;color:black'><o:p></o:p></span></strong></b></p><ol style='margin-top:0in' start=1 type=1><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l5 level1 lfo5'><span lang=EN-US>Edge Detection</span><o:p></o:p></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l5 level1 lfo5'><span lang=EN-US>Region Segmentation. Texture Description<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l5 level1 lfo5'><span lang=EN-US>Shape Description<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l5 level1 lfo5'><span lang=EN-US>Image Acquisition. Camera Geometry<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l5 level1 lfo5'><span lang=EN-US>Stereo and Multiview Imaging<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l5 level1 lfo5'><span lang=EN-US>Structure from Motion<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l5 level1 lfo5'><span lang=EN-US>3D Robot Localization and Mapping<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l5 level1 lfo5'><span lang=EN-US>Object Tracking<o:p></o:p></span></li></ol><p class=MsoPlainText style='text-align:justify'><b><span lang=EN-US style='font-size:12.0pt;color:black'><o:p> </o:p></span></b></p><p class=MsoPlainText style='margin-left:.25in;text-align:justify;text-indent:-.25in;mso-list:l9 level1 lfo3'><![if !supportLists]><b><span lang=EN-US><span style='mso-list:Ignore'>b)<span style='font:7.0pt "Times New Roman"'> </span></span></span></b><![endif]><b><span lang=EN-US>‘Short e-course on Machine Learning and Deep Neural Networks</span></b><span lang=EN-US>’, 27-28<sup>th</sup> April 2021.<o:p></o:p></span></p><p class=MsoPlainText style='text-align:justify'><span lang=EN-US><a href="http://icarus.csd.auth.gr/spring-cvml-short-course-machine-learning-and-deep-neural-networks/"><b>http://icarus.csd.auth.gr/spring-cvml-short-course-machine-learning-and-deep-neural-networks/</b></a></span><span class=MsoHyperlink><b><o:p></o:p></b></span></p><p class=MsoPlainText style='text-align:justify'><span style='font-size:12.0pt'><o:p> </o:p></span></p><h6><strong><span lang=EN-US style='font-size:11.0pt;font-family:"Calibri",sans-serif;color:windowtext'>Part A: </span></strong><b><span lang=EN-US style='font-size:11.0pt;font-family:"Calibri",sans-serif;color:windowtext'>Deep Neural networks<strong><span style='font-family:"Calibri",sans-serif'> (first day, 8 lectures)</span></strong><o:p></o:p></span></b></h6><ol style='margin-top:0in' start=1 type=1><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l6 level1 lfo6'><span lang=EN-US>Introduction to Machine Learning<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l6 level1 lfo6'><span lang=EN-US>Artificial Neural Networks, Perceptron<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l6 level1 lfo6'><span lang=EN-US>Multilayer perceptron. Backpropagation<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l6 level1 lfo6'><span lang=EN-US>Deep neural networks. Convolutional NNs<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l6 level1 lfo6'><span lang=EN-US>Recurrent Neural Networks. LSTMs<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l6 level1 lfo6'><span lang=EN-US>Attention and Transformers<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l6 level1 lfo6'><span lang=EN-US>Deep learning for object detection<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l6 level1 lfo6'><span lang=EN-US>Deep Semantic Image Segmentation<o:p></o:p></span></li></ol><h6><strong><span lang=EN-US style='font-size:11.0pt;font-family:"Calibri",sans-serif;color:windowtext'>Part B: </span></strong><b><span lang=EN-US style='font-size:11.0pt;font-family:"Calibri",sans-serif;color:windowtext'>Machine Learning. Pattern Recognition<strong><span style='font-family:"Calibri",sans-serif'> (second day, 8 lectures)</span></strong></span></b><strong><span style='font-size:11.0pt;font-family:"Calibri Light",sans-serif;color:windowtext'><o:p></o:p></span></strong></h6><ol style='margin-top:0in' start=1 type=1><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l3 level1 lfo7'><span lang=EN-US>Generative Adversarial Networks </span><o:p></o:p></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l3 level1 lfo7'><span lang=EN-US>Data Clustering<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l3 level1 lfo7'><span lang=EN-US>Decision Surfaces. Support Vector Machines<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l3 level1 lfo7'><span lang=EN-US>Dimensionality Reduction<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l3 level1 lfo7'><span lang=EN-US>Kernel Methods<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l3 level1 lfo7'><span lang=EN-US>Bayesian Learning<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l3 level1 lfo7'><span lang=EN-US>Deep Reinforcement Learning<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;text-align:justify;mso-list:l3 level1 lfo7'><span lang=EN-US>CVML Software Development Tools<o:p></o:p></span></li></ol><p class=MsoNormal style='text-align:justify'><span lang=EN-US style='font-size:12.0pt;color:black'><o:p> </o:p></span></p><p class=MsoPlainText style='margin-left:.25in;text-align:justify;text-indent:-.25in;mso-list:l9 level1 lfo3'><![if !supportLists]><b><span lang=EN-US style='font-size:12.0pt'><span style='mso-list:Ignore'>c)<span style='font:7.0pt "Times New Roman"'> </span></span></span></b><![endif]><span lang=EN-US style='font-size:12.0pt;color:black'>‘</span><b><span lang=EN-US>Short e-course on ‘Computer Vision for Autonomous Systems’, <strong><span style='font-family:"Calibri",sans-serif'>5-6<sup>th</sup> May 2021</span></strong>.</span></b><span lang=EN-US style='font-size:12.0pt'><o:p></o:p></span></p><p class=MsoListParagraph style='margin-left:0in;text-align:justify'><span lang=EN-US><a href="http://icarus.csd.auth.gr/spring-cvml-short-course-computer-vision-for-autonomous-system-perception/"><b>http://icarus.csd.auth.gr/spring-cvml-short-course-computer-vision-for-autonomous-system-perception/</b></a></span><span lang=EN-US style='font-size:12.0pt'><o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><b><span lang=EN-US style='font-size:12.0pt;color:black'><o:p> </o:p></span></b></p><h6><strong><span lang=EN-US style='font-size:11.0pt;font-family:"Calibri",sans-serif;color:windowtext'>Part A </span></strong><b><span lang=EN-US style='font-size:11.0pt;font-family:"Calibri",sans-serif;color:black'>Computer Vision</span></b><strong><span lang=EN-US style='font-size:11.0pt;font-family:"Calibri",sans-serif;color:windowtext'> (first day, 8 lectures):</span></strong><strong><span style='font-size:11.0pt;font-family:"Calibri Light",sans-serif;color:windowtext'><o:p></o:p></span></strong></h6><ol style='margin-top:0in' start=1 type=1><li class=MsoListParagraph style='margin-left:0in;mso-list:l2 level1 lfo8'><span lang=EN-US>Digital images and videos</span><o:p></o:p></li><li class=MsoListParagraph style='margin-left:0in;mso-list:l2 level1 lfo8'><span lang=EN-US>Image Acquisition. Camera Geometry<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;mso-list:l2 level1 lfo8'><span lang=EN-US>Stereo and Multiview Imaging<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;mso-list:l2 level1 lfo8'><span lang=EN-US>Structure from Motion<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;mso-list:l2 level1 lfo8'><span lang=EN-US>3D Robot Localization and Mapping<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;mso-list:l2 level1 lfo8'><span lang=EN-US>Neural 3D world modeling<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;mso-list:l2 level1 lfo8'><span lang=EN-US>Image/Point cloud registration<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;mso-list:l2 level1 lfo8'><span lang=EN-US>Deep semantic image segmentation <o:p></o:p></span></li></ol><p class=MsoNormal><span lang=EN-US><o:p> </o:p></span></p><h6><strong><span lang=EN-US style='font-size:11.0pt;font-family:"Calibri",sans-serif;color:black'>Part B</span></strong><strong><span lang=EN-US style='font-size:11.0pt;font-family:"Calibri",sans-serif;color:windowtext'> </span></strong><b><span lang=EN-US style='font-size:11.0pt;font-family:"Calibri",sans-serif;color:windowtext'>Autonomous Systems<strong><span style='font-family:"Calibri",sans-serif'> </span></strong></span></b><strong><span lang=EN-US style='font-size:11.0pt;font-family:"Calibri",sans-serif;color:black'>(second day, 8 lectures):</span></strong><strong><span style='font-size:11.0pt;font-family:"Calibri Light",sans-serif;color:black'><o:p></o:p></span></strong></h6><p class=MsoNormal><o:p> </o:p></p><ol style='margin-top:0in' start=1 type=1><li class=MsoListParagraph style='margin-left:0in;mso-list:l8 level1 lfo9'><span lang=EN-US>Autonomous Systems Sensors<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;mso-list:l8 level1 lfo9'><span lang=EN-US>Deep object detection<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;mso-list:l8 level1 lfo9'><span lang=EN-US>Object Tracking<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;mso-list:l8 level1 lfo9'><span lang=EN-US>Object Pose Estimation<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;mso-list:l8 level1 lfo9'><span lang=EN-US>Multiple Drone Systems<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;mso-list:l8 level1 lfo9'><span lang=EN-US>Autonomous Car Vision<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;mso-list:l8 level1 lfo9'><span lang=EN-US>Autonomous Surface Vessels<o:p></o:p></span></li><li class=MsoListParagraph style='margin-left:0in;mso-list:l8 level1 lfo9'><span lang=EN-US>CVML Software Development Tools<o:p></o:p></span></li></ol><p class=MsoNormal><span lang=EN-US><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><b><span lang=EN-US style='font-size:12.0pt;color:black'><o:p> </o:p></span></b></p><p class=MsoPlainText style='margin-left:.25in;text-align:justify;text-indent:-.25in;mso-list:l9 level1 lfo3'><![if !supportLists]><b><span lang=EN-US style='color:black'><span style='mso-list:Ignore'>d)<span style='font:7.0pt "Times New Roman"'> </span></span></span></b><![endif]><b><span lang=EN-US>CVML Web Lecture Series: 17 CVML asynchronous Web courses containing <span style='color:black'> </span>150 on-line asynchronous web lectures in total:<span style='color:black'><o:p></o:p></span></span></b></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US><a href="http://icarus.csd.auth.gr/cvml-web-lecture-series/"><b>http://icarus.csd.auth.gr/cvml-web-lecture-series/</b></a><b><o:p></o:p></b></span></p><p class=MsoNormal style='text-align:justify'><b><span lang=EN-US><o:p> </o:p></span></b></p><ol style='margin-top:0in' start=1 type=1><li class=MsoNoSpacing style='text-align:justify;mso-list:l7 level1 lfo10'><span lang=EN-US>Machine Learning (ML) (11 Lectures)<o:p></o:p></span></li><li class=MsoNoSpacing style='color:black;text-align:justify;mso-list:l7 level1 lfo10'><span lang=EN-US>Neural Networks/Deep Learning </span><span lang=EN-US style='color:windowtext'>(11 Lectures)</span><span lang=EN-US><o:p></o:p></span></li><li class=MsoNoSpacing style='text-align:justify;mso-list:l7 level1 lfo10'><span lang=EN-US>Computer Vision (CV) (10 Lectures)<o:p></o:p></span></li><li class=MsoNoSpacing style='color:black;text-align:justify;mso-list:l7 level1 lfo10'><span lang=EN-US>Image Processing </span><span lang=EN-US style='color:windowtext'>(20 Lectures)</span><span lang=EN-US><o:p></o:p></span></li><li class=MsoNoSpacing style='color:black;text-align:justify;mso-list:l7 level1 lfo10'><span lang=EN-US>2D Computer Vision/Image Analysis </span><span lang=EN-US style='color:windowtext'>(8 Lectures)</span><span lang=EN-US><o:p></o:p></span></li><li class=MsoNoSpacing style='color:black;text-align:justify;mso-list:l7 level1 lfo10'><span lang=EN-US>3D Imaging </span><span lang=EN-US style='color:windowtext'>(2 Lectures)</span><span lang=EN-US><o:p></o:p></span></li><li class=MsoNoSpacing style='color:black;text-align:justify;mso-list:l7 level1 lfo10'><span lang=EN-US>Video Processing and Analysis </span><span lang=EN-US style='color:windowtext'>(12 Lectures)</span><span lang=EN-US><o:p></o:p></span></li><li class=MsoNoSpacing style='color:black;text-align:justify;mso-list:l7 level1 lfo10'><span lang=EN-US>Signal and Systems </span><span lang=EN-US style='color:windowtext'>(12 Lectures)</span><span lang=EN-US><o:p></o:p></span></li><li class=MsoNoSpacing style='color:black;text-align:justify;mso-list:l7 level1 lfo10'><span lang=EN-US>Digital Signal Processing </span><span lang=EN-US style='color:windowtext'>and Analysis</span><span lang=EN-US> </span><span lang=EN-US style='color:windowtext'>(5 Lectures)</span><span lang=EN-US><o:p></o:p></span></li><li class=MsoNoSpacing style='color:black;text-align:justify;mso-list:l7 level1 lfo10'><span lang=EN-US>Human Centered Computing </span><span lang=EN-US style='color:windowtext'>(13 Lectures)</span><span lang=EN-US><o:p></o:p></span></li><li class=MsoNoSpacing style='text-align:justify;mso-list:l7 level1 lfo10'><span lang=EN-US style='color:black'>Network Theory/Social Media Analysis </span><span lang=EN-US>(9 Lectures)<o:p></o:p></span></li><li class=MsoNoSpacing style='text-align:justify;mso-list:l7 level1 lfo10'><span lang=EN-US>Autonomous Systems and Robotics (7 Lectures)<o:p></o:p></span></li><li class=MsoNoSpacing style='text-align:justify;mso-list:l7 level1 lfo10'><span lang=EN-US style='color:black'>Autonomous Cars </span><span lang=EN-US>(7 Lectures)<o:p></o:p></span></li><li class=MsoNoSpacing style='color:black;text-align:justify;mso-list:l7 level1 lfo10'><span lang=EN-US>Autonomous Drones </span><span lang=EN-US style='color:windowtext'>(13 Lectures)</span><span lang=EN-US><o:p></o:p></span></li><li class=MsoNoSpacing style='color:black;text-align:justify;mso-list:l7 level1 lfo10'><span lang=EN-US>Autonomous Marine Systems </span><span lang=EN-US style='color:windowtext'>(3 Lectures)</span><span lang=EN-US><o:p></o:p></span></li><li class=MsoNoSpacing style='color:black;text-align:justify;mso-list:l7 level1 lfo10'><span lang=EN-US>CVML Mathematical Foundations </span><span lang=EN-US style='color:windowtext'>(5 Lectures)</span><span lang=EN-US><o:p></o:p></span></li><li class=MsoNoSpacing style='color:black;text-align:justify;mso-list:l7 level1 lfo10'><span lang=EN-US style='color:windowtext'>CVML Development and Programming Tools (3 Lectures)</span><span lang=EN-US><o:p></o:p></span></li></ol><p class=MsoNormal style='text-align:justify'><span lang=EN-US style='color:black'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US style='font-size:12.0pt;color:black'>Sincerely yours<o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US style='font-size:12.0pt;color:black'>Prof. I. Pitas <o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US style='font-size:12.0pt;color:black'><o:p> </o:p></span></p><p class=MsoPlainText style='text-align:justify'><span lang=EN-US>Post scriptum: To stay current on CVML matters, you may want to register in the CVML email list, following instructions in: <a href="https://lists.auth.gr/sympa/info/cvml">https://lists.auth.gr/sympa/info/cvml</a><o:p></o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US style='font-size:12.0pt;color:black'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US style='color:black'><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US><o:p> </o:p></span></p><p class=MsoNormal style='text-align:justify'><span lang=EN-US><o:p> </o:p></span></p><p class=MsoNormal><span lang=EN-US><o:p> </o:p></span></p></div><div id="DAB4FAD8-2DD7-40BB-A1B8-4E2AA1F9FDF2"><br />
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