<div dir="ltr"><span style="font-size:12pt;margin:0px;padding:0px;border:0px;font-variant-ligatures:normal;font-variant-numeric:inherit;font-variant-east-asian:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:rgb(32,31,30)">Dear All</span><span style="color:rgb(32,31,30);font-size:15px;font-variant-ligatures:normal"></span><div style="font-size:12pt;margin:0px;padding:0px;border:0px;font-variant-ligatures:normal;font-variant-numeric:inherit;font-variant-east-asian:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:rgb(32,31,30)"><br aria-hidden="true"></div><div style="font-size:12pt;margin:0px;padding:0px;border:0px;font-variant-ligatures:normal;font-variant-numeric:inherit;font-variant-east-asian:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:rgb(32,31,30)">* Apologies for cross-posting*</div><div style="font-size:12pt;margin:0px;padding:0px;border:0px;font-variant-ligatures:normal;font-variant-numeric:inherit;font-variant-east-asian:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:rgb(32,31,30)"><br aria-hidden="true"></div><div style="font-size:12pt;margin:0px;padding:0px;border:0px;font-variant-ligatures:normal;font-variant-numeric:inherit;font-variant-east-asian:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:rgb(32,31,30)"><font style="color:rgb(0,0,0)">The<span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"> </span></font><font style="color:rgb(0,0,0)"><b>Center for Robotics and Neural Systems</b></font><font style="color:rgb(0,0,0)"> (<span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit">CRNS</span>) is pleased to announce the<span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"> </span><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit">talk</span><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"> </span>of </font><b style="color:rgb(0,0,0)"><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-weight:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit">Prof</span>. </b><font style="color:rgb(0,0,0)"><b>Mehul Bhatt</b> from </font><font style="color:rgb(0,0,0)"><b>Orebro University</b> - Sweden </font><font style="color:rgb(0,0,0)">on Wednesday, March <span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit">16<span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit">^th </span><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"> </span></span></font><font style="color:rgb(0,0,0)">from </font><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"><span style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-family:sans-serif;vertical-align:baseline;color:inherit;box-sizing:border-box"><b>11:00 am</b><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"> </span><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit">to</span><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"> </span><b>12:30</b><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"> </span><b>pm</b><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"> </span><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit">(</span><b><font color="#ff0000">London time</font></b><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit">)</span><font style="font-weight:bold"> </font></span><span style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-family:sans-serif;vertical-align:baseline;color:inherit;box-sizing:border-box"><font color="#333333">over </font><b><font color="black">Zoom</font></b></span></span><span style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:inherit;line-height:inherit;font-family:sans-serif;vertical-align:baseline;color:inherit;box-sizing:border-box"><font color="#333333">.</font></span><br aria-hidden="true"></div><div style="margin:0px;padding:0px;border:0px;font-variant-ligatures:normal;font-variant-numeric:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:15px;line-height:inherit;vertical-align:baseline;color:rgb(32,31,30)"><div style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:12pt;line-height:inherit;font-family:Calibri,Arial,Helvetica,sans-serif;vertical-align:baseline;color:rgb(0,0,0)"><br aria-hidden="true"></div><div style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:12pt;line-height:inherit;font-family:Calibri,Arial,Helvetica,sans-serif;vertical-align:baseline;color:rgb(0,0,0)">>> <b>Events</b>: The<span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"> </span><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit">CRNS</span><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"> </span><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit">talk</span><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"> </span><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit">series</span><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"> </span>will cover a wide range of topics including social and cognitive robotics, computational neuroscience, computational linguistics, cognitive vision, machine learning, AI, and applications to autism. More details are available here:</div><div style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:12pt;line-height:inherit;font-family:Calibri,Arial,Helvetica,sans-serif;vertical-align:baseline;color:rgb(0,0,0)"><br aria-hidden="true"></div><div style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:12pt;line-height:inherit;font-family:Calibri,Arial,Helvetica,sans-serif;vertical-align:baseline;color:rgb(0,0,0)"> <a href="https://eur03.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.plymouth.ac.uk%2Fresearch%2Frobotics-neural-systems%2Fwhats-on&data=04%7C01%7Camir.aly%40plymouth.ac.uk%7Ccc2c14f8cea84b5ca57008d9e66bc8f7%7C5437e7eb83fb4d1abfd3bb247e061bf1%7C1%7C0%7C637794174088133015%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=WvbN9fuNT6UfUlocuG0asp9iUHev227dEAHAFz00p34%3D&reserved=0" rel="noopener noreferrer" title="Original URL: https://www.plymouth.ac.uk/research/robotics-neural-systems/whats-on. Click or tap if you trust this link." target="_blank" style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline">https://www.plymouth.ac.uk/research/robotics-neural-systems/whats-on</a></div><div style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:12pt;line-height:inherit;font-family:Calibri,Arial,Helvetica,sans-serif;vertical-align:baseline;color:rgb(0,0,0)"><br aria-hidden="true"></div><div style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:12pt;line-height:inherit;font-family:Calibri,Arial,Helvetica,sans-serif;vertical-align:baseline;color:inherit"><font color="#000000">>></font><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:rgb(0,0,0)"> </span><b><font color="#000000">Link for the next event (</font><font color="#0000ff">No Registration is Required</font><font color="#000000">)</font></b><font color="#000000">: </font><div style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:rgb(0,0,0)"><br aria-hidden="true"></div><div style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:rgb(0,0,0)">Join Zoom Meeting</div></div><div style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:12pt;line-height:inherit;font-family:Calibri,Arial,Helvetica,sans-serif;vertical-align:baseline;color:inherit"><br aria-hidden="true"></div><div style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:12pt;line-height:inherit;font-family:Calibri,Arial,Helvetica,sans-serif;vertical-align:baseline;color:inherit"><span style="color:rgb(0,120,212);font-size:14px;font-variant-ligatures:normal"><a href="https://plymouth.zoom.us/j/95748572834?pwd=M05YTXhTVnBOK0R6WTlPaDJnTm5GUT09&from=addon">https://plymouth.zoom.us/j/95748572834?pwd=M05YTXhTVnBOK0R6WTlPaDJnTm5GUT09&from=addon</a></span><br aria-hidden="true"></div><div style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:12pt;line-height:inherit;font-family:Calibri,Arial,Helvetica,sans-serif;vertical-align:baseline;color:inherit"><br></div><div style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"><div style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"></div><div style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:12pt;line-height:inherit;font-family:Calibri,Arial,Helvetica,sans-serif;vertical-align:baseline;color:rgb(0,0,0)"><p style="margin:0px;font-size:11pt;font-family:Calibri,sans-serif"><span style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:12pt;line-height:inherit;font-family:inherit;vertical-align:baseline;color:inherit"></span></p><div style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"><span style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:14px;line-height:inherit;font-family:inherit;vertical-align:baseline;color:inherit"><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:rgb(50,49,48)"><span style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:12pt;line-height:inherit;font-family:inherit;vertical-align:baseline;color:rgb(0,0,0)">>><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"> </span><b>Title of the<span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-weight:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"> </span><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-weight:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit">talk</span></b>:  <span style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:15px;line-height:inherit;font-family:inherit;vertical-align:baseline;color:inherit">Artificial visual intelligence: Perceptual commonsense for human-centred cognitive technologies</span></span><span style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:16px;line-height:inherit;font-family:inherit;vertical-align:baseline;color:rgb(0,0,0)"></span><div style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:12pt;line-height:inherit;font-family:inherit;vertical-align:baseline;color:rgb(0,0,0)"><br aria-hidden="true"></div><div style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:12pt;line-height:inherit;font-family:inherit;vertical-align:baseline;color:rgb(0,0,0)"><b>Abstract</b>:</div><div style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:12pt;line-height:inherit;font-family:inherit;vertical-align:baseline;color:rgb(0,0,0)"><br aria-hidden="true"></div><span style="font-size:16px;color:rgb(51,51,51);font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-variant-ligatures:normal">This talk addresses computational cognitive vision and perception at the interface of (spatial) language, (spatial) logic, (spatial) cognition, and artificial intelligence. Summarizing recent works, I present general methods for the semantic interpretation of dynamic visuospatial imagery with an emphasis on the ability to perform abstraction, reasoning, and learning with cognitively rooted structured characterizations of commonsense knowledge pertaining to space and motion. I will particularly highlight:</span><br aria-hidden="true"></span></span></div><div style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"><span style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:14px;line-height:inherit;font-family:inherit;vertical-align:baseline;color:inherit"><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:rgb(50,49,48)"><span style="font-size:16px;color:rgb(51,51,51);font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-variant-ligatures:normal"><br></span></span></span></div><div style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"><span style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:14px;line-height:inherit;font-family:inherit;vertical-align:baseline;color:inherit"><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:rgb(50,49,48)"><span style="font-size:16px;color:rgb(51,51,51);font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-variant-ligatures:normal"><ul style="box-sizing:border-box;margin-top:0px;margin-bottom:12px;font-variant-ligatures:normal"><li style="box-sizing:border-box">explainable models of computational visuospatial commonsense at the interface of symbolic and neural techniques;</li><li style="box-sizing:border-box">deep semantics, entailing systematically formalised declarative (neurosymbolic) reasoning and learning with aspects pertaining to space, space-time, motion, actions & events, spatio-linguistic conceptual knowledge; and</li><li style="box-sizing:border-box">general foundational commonsense abstractions of space, time, and motion needed for representation mediated (grounded) reasoning and learning with dynamic visuospatial stimuli.</li></ul></span></span></span></div><br aria-hidden="true"><div style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"><span style="color:rgb(51,51,51);font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-variant-ligatures:normal">The presented works –demonstrated in the backdrop of applications in autonomous driving, cognitive robotics, visuoauditory media, and cognitive psychology– are intended to serve as a systematic model and general methodology integrating diverse, multi-faceted AI methods pertaining knowledge representation and reasoning, computer vision, and machine learning towards realising practical, human-centred, computational visual intelligence. I will conclude by highlighting a bottom-up interdisciplinary approach –at the confluence of cognition, AI, Interaction, and design science– necessary to better appreciate the complexity and spectrum of varied human-centred challenges for the design and (usable) implementation of (explainable) artificial visual intelligence solutions in diverse human-system interaction contexts.</span><br aria-hidden="true"></div><div style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"><span style="color:rgb(51,51,51);font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-variant-ligatures:normal"><br></span></div><div style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"><span style="color:rgb(51,51,51);font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-variant-ligatures:normal"><b>Keywords</b>. Cognitive Vision; Knowledge Representation and Reasoning; Commonsense Reasoning; Deep Semantics; Declarative Spatial Reasoning; Com- puter Vision; Computational Models of Narrative; Human-Centred Computing and Design; Spatial Cognition and AI; Visual Perception; Multimodal Interaction; Autonomous Driving; HRI; Visuo-Auditory Media; Visual Art<br></span></div><div style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"><span style="color:rgb(51,51,51);font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-variant-ligatures:normal"><br></span></div><div style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"><span style="color:rgb(51,51,51);font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-variant-ligatures:normal"><br></span></div><div style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"><span style="color:rgb(51,51,51);font-family:"Helvetica Neue",Helvetica,Arial,sans-serif;font-variant-ligatures:normal"><br></span></div><div style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit">>> If you have any questions, please don't hesitate to contact me, </div><div style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"><br aria-hidden="true"></div><div style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit">Regards</div><div style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"><br aria-hidden="true"></div><div style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:rgb(34,34,34)"><div style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"><div style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"></div><div style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"><p style="margin:0px;font-size:11pt;font-family:Calibri,sans-serif"><span style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:12pt;line-height:inherit;font-family:inherit;vertical-align:baseline;color:inherit">----------------</span></p><p style="margin:0px;font-size:11pt;font-family:Calibri,sans-serif"><b><span style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-weight:inherit;font-stretch:inherit;font-size:12pt;line-height:inherit;font-family:inherit;vertical-align:baseline;color:inherit"><font color="#000000"><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-weight:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit">Dr</span>. Amir Aly</font></span></b></p><p style="margin:0px;font-size:11pt;font-family:Calibri,sans-serif"><span style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:12pt;line-height:inherit;font-family:inherit;vertical-align:baseline;color:inherit">Lecturer in <span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit">Artificial Intelligence and </span><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit">Robotics</span></span></p><p style="margin:0px;font-size:11pt;font-family:Calibri,sans-serif"><span style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:12pt;line-height:inherit;font-family:inherit;vertical-align:baseline;color:inherit">Center for Robotics and Neural Systems (<span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit">CRNS</span>)</span></p><p style="margin:0px;font-size:11pt;font-family:Calibri,sans-serif"><span style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:12pt;line-height:inherit;font-family:inherit;vertical-align:baseline;color:inherit">School of Engineering, Computing, and Mathematics </span></p><p style="margin:0px;font-size:11pt;font-family:Calibri,sans-serif"><span style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:12pt;line-height:inherit;font-family:inherit;vertical-align:baseline;color:inherit">Room B332, Portland Square,<span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit"> </span><span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit">Dr</span>ake Circus, <span style="margin:0px;padding:0px;border:0px;font-family:inherit;font-size:inherit;font-style:inherit;font-variant-caps:inherit;font-stretch:inherit;line-height:inherit;vertical-align:baseline;color:inherit">PL4 8AA</span></span></p><p style="margin:0px;font-size:11pt;font-family:Calibri,sans-serif"><span style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:12pt;line-height:inherit;font-family:inherit;vertical-align:baseline;color:inherit"></span></p><p style="margin:0px;font-size:11pt;font-family:Calibri,sans-serif"><span style="margin:0px;padding:0px;border:0px;font-style:inherit;font-variant-ligatures:inherit;font-variant-caps:inherit;font-variant-numeric:inherit;font-variant-alternates:inherit;font-variant-east-asian:inherit;font-stretch:inherit;font-size:12pt;line-height:inherit;font-family:inherit;vertical-align:baseline;color:inherit">University of Plymouth, UK</span></p></div></div></div></div></div></div></div>