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</o:shapelayout></xml><![endif]--></head><body lang=EN-US link=blue vlink="#954F72"><div class=WordSection1><p class=MsoPlainText>Dear Autonomous Systems (cars, drones) engineers, scientists, and enthusiasts,<o:p></o:p></p><p class=MsoPlainText><o:p> </o:p></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>you are welcomed to register to the 2019 Summer School on Autonomous Systems having focus on autonomous/self-driving cars and drones:<o:p></o:p></span></p><p class=MsoNormal><span class=MsoHyperlink><span style='font-size:12.0pt;font-family:"Times New Roman",serif'><a href="http://icarus.csd.auth.gr/summer-school-2019/">http://icarus.csd.auth.gr/summer-school-2019/</a></span></span><span style='font-size:12.0pt;font-family:"Times New Roman",serif'><o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>It will take place on 26-30/8/2019 at the Aristotle University of Thessaloniki, Thessaloniki, Greece.<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'><o:p> </o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>It consists of two short courses:<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>a) ‘Short course on Deep Learning and Computer Vision for <o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>Autonomous Systems. Application focus on autonomous/self-driving cars’, 26-27th August 2019:<o:p></o:p></span></p><p class=MsoNormal><span class=MsoHyperlink><span style='font-size:12.0pt;font-family:"Times New Roman",serif'><a href="http://icarus.csd.auth.gr/dl-and-cv-for-autonomous-cars-2019/">http://icarus.csd.auth.gr/dl-and-cv-for-autonomous-cars-2019/</a></span></span><span style='font-size:12.0pt;font-family:"Times New Roman",serif'><o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>b) ‘Programming short course and workshop on Deep Learning and Computer Vision for Drone Imaging’28-30th August 2019:<o:p></o:p></span></p><p class=MsoNormal><span class=MsoHyperlink><span style='font-size:12.0pt;font-family:"Times New Roman",serif'><a href="http://icarus.csd.auth.gr/drone-school-2019/">http://icarus.csd.auth.gr/drone-school-2019/</a></span></span><span style='font-size:12.0pt;font-family:"Times New Roman",serif'><o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'><o:p> </o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>You can follow the above-mentioned links for registration on either or both courses.<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>For questions, please contact: Ioanna Koroni <<span class=MsoHyperlink><a href="mailto:koroniioanna@csd.auth.gr">koroniioanna@csd.auth.gr</a></span>><o:p></o:p></span></p><p class=MsoNormal><o:p> </o:p></p><p class=MsoPlainText>The first course contains 16 lectures proving an in-depth presentation of computer vision and deep learning problems algorithms with applications on autonomous/self-driving car vision.<o:p></o:p></p><p class=MsoPlainText>The second programming short course and workshop offers a mix of lectures and programming workshops (hands-on lab exercises) and aims at developing registrants’ programming skills for Deep Learning and Computer Vision, with focus on drone planning/control and imaging.<o:p></o:p></p><p class=MsoPlainText><o:p> </o:p></p><p class=MsoPlainText>Both short courses are organized by Prof. I. Pitas, IEEE and EURASIP fellow, Coordination of the European Horizon2020 R&D project Multidrone, Director of the Artificial Intelligence and Information analysis Lab (AIIA Lab), Aristotle University of Thessaloniki, Greece, Chair of the IEEE SPS Autonomous Systems Initiative. He is ranked 249 top Computer Science and Electronics Scientist internationally by Guide2research (2018).<o:p></o:p></p><p class=MsoPlainText><o:p> </o:p></p><p class=MsoPlainText>Thessaloniki is a very pleasant city at the end of August, very close to world-class resorts in Chalkidiki peninsula. Aristotle University of Thessaloniki is the biggest University in Greece and in SE Europe. It is highly ranked internationally and its campus is at the city center.<o:p></o:p></p><p class=MsoPlainText><o:p> </o:p></p><p class=MsoPlainText><b>Relevant links:<o:p></o:p></b></p><p class=MsoPlainText style='margin-left:0in;text-indent:0in;mso-list:l2 level1 lfo2'><![if !supportLists]><span style='mso-list:Ignore'>1.<span style='font:7.0pt "Times New Roman"'> </span></span><![endif]>H2020 project Multidrone: <span class=MsoHyperlink><a href="https://multidrone.eu/">https://multidrone.eu/</a></span><o:p></o:p></p><p class=MsoPlainText style='margin-left:0in;text-indent:0in;mso-list:l2 level1 lfo2'><![if !supportLists]><span style='mso-list:Ignore'>2.<span style='font:7.0pt "Times New Roman"'> </span></span><![endif]>AIIA Lab: <span class=MsoHyperlink><a href="http://www.aiia.csd.auth.gr/">http://www.aiia.csd.auth.gr/</a></span><o:p></o:p></p><p class=MsoPlainText style='margin-left:0in;text-indent:0in;mso-list:l2 level1 lfo2'><![if !supportLists]><span style='mso-list:Ignore'>3.<span style='font:7.0pt "Times New Roman"'> </span></span><![endif]>Prof. I. Pitas: <span class=MsoHyperlink><a href="https://scholar.google.gr/citations?user=lWmGADwAAAAJ&hl=el">https://scholar.google.gr/citations?user=lWmGADwAAAAJ&hl=el</a></span><o:p></o:p></p><p class=MsoPlainText><o:p> </o:p></p><p class=MsoPlainText><o:p> </o:p></p><p class=MsoPlainText><b>Course descriptions<o:p></o:p></b></p><p class=MsoPlainText><b><o:p> </o:p></b></p><p class=MsoPlainText><b>a) ‘Short course on Deep Learning and Computer Vision for Autonomous Systems. Application focus on autonomous/self-driving cars’, 26-27th August 2019.<o:p></o:p></b></p><p class=MsoPlainText><o:p> </o:p></p><p class=MsoPlainText><span class=MsoHyperlink><a href="http://icarus.csd.auth.gr/dl-and-cv-for-autonomous-cars-2019/">http://icarus.csd.auth.gr/dl-and-cv-for-autonomous-cars-2019/</a></span><o:p></o:p></p><p class=MsoPlainText><o:p> </o:p></p><p class=MsoNormal><b><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>Part A (8 hours), Computer vision topic list<o:p></o:p></span></b></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>1. Introduction to autonomous systems imaging<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>2. Introduction in computer vision<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>3. Image acquisition, camera geometry<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>4. Stereo and Multiview imaging<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>5. Motion estimation<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>6. Mapping and localization<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>7. Introduction to autonomous car vision<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>8. Real-time road infrastructure monitoring<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'><o:p> </o:p></span></p><p class=MsoNormal><b><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>Part B (8 hours) Deep learning topic list<o:p></o:p></span></b></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>1. Introduction to neural networks. Perceptron, backpropagation<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>2. Deep neural networks. Convolutional NNs<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>3. Parallel GPU and multicore CPU architectures. GPU programming<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>4. Fast convolution algorithms<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>5. Deep learning for target detection<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>6. 2D Target tracking and 3D target localization<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>7. Road scene understanding<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>8. 3D road surface modelling<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'><o:p> </o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'><o:p> </o:p></span></p><p class=MsoPlainText align=left style='text-align:left'><b>b) ‘Programming short course and workshop on Deep Learning and Computer Vision for Drone Imaging’28-30th August 2019.<o:p></o:p></b></p><p class=MsoPlainText><b><o:p> </o:p></b></p><p class=MsoPlainText><span class=MsoHyperlink><b><a href="http://icarus.csd.auth.gr/drone-school-2019/">http://icarus.csd.auth.gr/drone-school-2019/</a></b></span><b><o:p></o:p></b></p><p class=MsoPlainText><b><o:p> </o:p></b></p><p class=MsoPlainText><b>Part A (8 hours), Deep learning topic list<o:p></o:p></b></p><p class=MsoPlainText style='margin-left:0in;text-indent:0in;mso-list:l3 level1 lfo4'><![if !supportLists]><span style='mso-list:Ignore'>1.<span style='font:7.0pt "Times New Roman"'> </span></span><![endif]>Deep neural networks. Convolutional NNs<o:p></o:p></p><p class=MsoPlainText style='margin-left:0in;text-indent:0in;mso-list:l3 level1 lfo4'><![if !supportLists]><span style='mso-list:Ignore'>2.<span style='font:7.0pt "Times New Roman"'> </span></span><![endif]>Deep learning for target detection<o:p></o:p></p><p class=MsoPlainText style='margin-left:0in;text-indent:0in;mso-list:l3 level1 lfo4'><![if !supportLists]><span style='mso-list:Ignore'>3.<span style='font:7.0pt "Times New Roman"'> </span></span><![endif]>PyTorch basics<o:p></o:p></p><p class=MsoPlainText style='margin-left:0in;text-indent:0in;mso-list:l3 level1 lfo4'><![if !supportLists]><span style='mso-list:Ignore'>4.<span style='font:7.0pt "Times New Roman"'> </span></span><![endif]>Target detection with Pytorch<o:p></o:p></p><p class=MsoPlainText style='margin-left:0in;text-indent:0in;mso-list:l3 level1 lfo4'><![if !supportLists]><span style='mso-list:Ignore'>5.<span style='font:7.0pt "Times New Roman"'> </span></span><![endif]>Object-oriented Tensorflow in Google Colab<o:p></o:p></p><p class=MsoPlainText><o:p> </o:p></p><p class=MsoPlainText><b>Part B (8 hours), Computer vision topic list<o:p></o:p></b></p><p class=MsoPlainText><o:p> </o:p></p><p class=MsoPlainText style='margin-left:0in;text-indent:0in;mso-list:l0 level1 lfo6'><![if !supportLists]><span style='mso-list:Ignore'>1.<span style='font:7.0pt "Times New Roman"'> </span></span><![endif]>2D target tracking and 3D target localization<o:p></o:p></p><p class=MsoPlainText style='margin-left:0in;text-indent:0in;mso-list:l0 level1 lfo6'><![if !supportLists]><span style='mso-list:Ignore'>2.<span style='font:7.0pt "Times New Roman"'> </span></span><![endif]>Parallel GPU and multicore CPU architectures. GPU programming<o:p></o:p></p><p class=MsoPlainText style='margin-left:0in;text-indent:0in;mso-list:l0 level1 lfo6'><![if !supportLists]><span style='mso-list:Ignore'>3.<span style='font:7.0pt "Times New Roman"'> </span></span><![endif]>CUDA programming<o:p></o:p></p><p class=MsoPlainText style='margin-left:0in;text-indent:0in;mso-list:l0 level1 lfo6'><![if !supportLists]><span style='mso-list:Ignore'>4.<span style='font:7.0pt "Times New Roman"'> </span></span><![endif]>OpenCV programming for object tracking<o:p></o:p></p><p class=MsoPlainText style='margin-left:0in;text-indent:0in;mso-list:l0 level1 lfo6'><![if !supportLists]><span style='mso-list:Ignore'>5.<span style='font:7.0pt "Times New Roman"'> </span></span><![endif]>Drone mission simulations<o:p></o:p></p><p class=MsoPlainText><o:p> </o:p></p><p class=MsoPlainText><b>Part C (8 hours), Drone planning/control topic list<o:p></o:p></b></p><p class=MsoPlainText style='margin-left:0in;text-indent:0in;mso-list:l1 level1 lfo8'><![if !supportLists]><span style='mso-list:Ignore'>1.<span style='font:7.0pt "Times New Roman"'> </span></span><![endif]>Drone mission planning and control<o:p></o:p></p><p class=MsoPlainText style='margin-left:0in;text-indent:0in;mso-list:l1 level1 lfo8'><![if !supportLists]><span style='mso-list:Ignore'>2.<span style='font:7.0pt "Times New Roman"'> </span></span><![endif]>Gimbal control for target tracking<o:p></o:p></p><p class=MsoPlainText style='margin-left:0in;text-indent:0in;mso-list:l1 level1 lfo8'><![if !supportLists]><span style='mso-list:Ignore'>3.<span style='font:7.0pt "Times New Roman"'> </span></span><![endif]>Drones with ROS and Gazebo simulations<o:p></o:p></p><p class=MsoPlainText style='margin-left:0in;text-indent:0in;mso-list:l1 level1 lfo8'><![if !supportLists]><span style='mso-list:Ignore'>4.<span style='font:7.0pt "Times New Roman"'> </span></span><![endif]>Brain-Drone Interaction (to be confirmed)<o:p></o:p></p><p class=MsoPlainText><o:p> </o:p></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>Sincerely yours<o:p></o:p></span></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Times New Roman",serif'>Prof. I. Pitas <o:p></o:p></span></p><p class=MsoPlainText><o:p> </o:p></p><p class=MsoNormal><o:p> </o:p></p><p class=MsoNormal><o:p> </o:p></p></div><div id="DAB4FAD8-2DD7-40BB-A1B8-4E2AA1F9FDF2"><br />
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