Intelligent and Interactive Systems

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 ====== Intelligent and Interactive Systems ====== ====== Intelligent and Interactive Systems ======
  
-Research at %%IIS%% ​is situated at the intersection of computer vision, ​machine learning ​and robotics.  Much of our work is motivated by the perceptual needs of autonomous ​robotsand focuses on visual inference as it serves activity such as grasping ​Other ​areas of interest include ​the psychology and biology of perception, and video analysis ​for applications such as sports or human-computer interaction.+//**Making robots learn to perceive and act with understanding**//​ 
 + 
 +At %%IIS%% ​we enable autonomous robots to perceive and act flexibly and robustly in unstructured environments,​ leveraging machine learning methods to build perceptual, motor and reasoning skills. 
 + 
 +We seek to answer ​the question: //How can we enable robots to acquire the knowledge and understanding they require to interact sensibly with unstructured environments?​ // 
 + 
 +Our research addresses complete perception-action loops, from computer vision ​to grasping and manipulationusing reactive algorithms ​and/or cognitive models.  Much of our work uses machine learning to enable ​robots ​to synthesize ​and improve complex and robust sensorimotor behavior with experienceRelated ​areas of interest include ​human-robot interactionimage and video analysis, and visual neuroscience. 
  
 ===== Working With Us ===== ===== Working With Us =====
 +  * Check our thesis topics for [[theses/​start|Bachelor and Master students]].
 +
 +<​html><​!--We currently have [[jobs|one open PhD position]].--></​html>​
  
 <​html><​!-- <​html><​!--
-  ​We have multiple open positions ​for [[jobs|doctoral students and postdocs]]. +//Bachelor students://​{{ ::​mobile-manipulator-crop.jpg?​nolink&​100|}} **Want to create artificial intelligence ​for autonomous robots?** Want to join our [[@/​uibk/​piater/​courses/​RC_Poster2.pdf ​|interdisciplinary LFUI team]] to compete in the 2020 [[https://​www.robocup.org/​leagues/​16|RoboCup@Work]] competition?​ Take the [[https://​lfuonline.uibk.ac.at/​public/​lfuonline_lv.details?​sem_id_in=19W&​lvnr_id_in=703135|Introduction to Robotics]] course in the winter semester 2019-20!
-  * [[asstprof|Assistant Professor position in computer and biological vision]] (apply by 6 November 2014; earliest starting date 5 January, 2015)+
 --></​html>​ --></​html>​
-Check our thesis topics for [[theses/​start|Bachelor and Master students]]. 
  
-===== News ===== +<​html>​ 
-  * Antonio Rodriguez-Sanchez is organizing, jointly with George Azzopardi (Univ. Malta) a BICT [[http://​cmvc.bionetics.org/​2015/​show/​home | workshop on Computer Models of the Visual Cortex]], to be held in New York in December. +<​div ​style="clear:both"><​br></​div>​ 
-  * Justus Piater is organizing, with Tamim Asfour (KIT), the workshop on [[https://​iis.uibk.ac.at/​conferences/​lrc2015/​|Learning Reusable Concepts in Robotics]] at [[http://​www.roboticsconference.org/​|RSS]] in July 2015. Check our exciting lineup of invited speakers! +</​html>​
-  * Emre Ugur is co-organizing,​ with Lorenzo Jamone, Angelo Cangelosi, Tamim Asfour, and Jose Santos-Victor,​ a workshop on Learning Object Affordances:​ A fundamental step to allow prediction, planning and tool use in autonomous robots, at [[http://​www.iros2015.org/​|IROS]] in October 2015. +
-  * Emre Ugur is organizing, with Lorenzo Jamone, Yukie Nagai, and Erhan Oztop, a workshop on Robot Learning, [[http://​emreugur.net/​ICAR2015-WS-RobotLearning/​|Bottom-up and top-down development of robot skills]] at [[http://​icar2015.org/​|ICAR]] in July 2015. +
-  * Justus Piater is an **invited speaker** at the workshop on [[http://​www.rhgm.org/​activities/​workshopicra15/​|Robotic Hands, Grasping, and Manipulation]] May 30, 2015, at [[http://​www.icra2015.org/​|ICRA 2015]] in Seattle. +
-  * Our following paper won the **Best Paper Award** at [[http://​www.acml2014.jvn.edu.vn/​|ACML 2014]]: ​<​html><​div ​class="li CONF" id="​Xiong-2014-ACML"​ title="​Xiong-2014-ACML"><​p><​span class="​author"><​span class="​firstname">​Hanchen</​span>​ <span class="​surname">​Xiong</​span></​span>,​ <span class="​author"><​span class="​firstname">​Sandor</​span>​ <span class="​surname">​Szedmak</​span></​span>​ <span class="​author"><​span class="​firstname">​Justus</​span>​ <span class="​surname">​Piater</​span></​span>,​ <span class="​parttitle">​Towards Maximum LikelihoodLearning Undirected Graphical Models using Persistent Sequential Monte Carlo. </​span>​ <span class="​actions"> <a href="​javascript:​void(0)"​ onclick="​showHide('​Xiong-2014-ACML',​ '​Abstract'​)">​[Abstract]</​a>​ <a href="​javascript:​void(0)"​ onclick="​showHide('​Xiong-2014-ACML',​ '​BibTeX'​)">​[BibTeX]</​a></​span></​p></​div></​html>​+
  
-  * Justus Piater is an **invited speaker** at the workshop on [[http://www.mobilemanipulation.org/​rss2014/​|Human versus Robot Grasping and Manipulation—How Can We Close the Gap?]] at [[http://​www.roboticsconference.org/​|RSS]] July 12, 2014, at UC Berkeley. +{{ ::​iis_retreat_2024.jpg?direct&​900 ​|}}\\ 
-  * Justus Piater is co-organizing the [[http://​www.iros2014.org/​|IROS]] **[[http://​workshops.acin.tuwien.ac.at/​clutter2014/​|Workshop on Robots in Clutter: Perception and Interaction in Clutter]]** in Chicago, September 18, 2014. +<​html>​ 
-  * Antonio Rodriguez-Sanchez is the editor of the special issue on Frontiers in Computational Neuroscience about **[[http://​www.frontiersin.org/​computational_neuroscience/​researchtopics/​hierarchical_object_representa/​2258|Hierarchical object representations in the visual cortex and computer vision]]**. +<​div ​style="text-aligncenter;">​ 
-  * Justus Piater is lecturing on Robot Vision at the **[[http://​www.tu-dresden.de/​hri-autumn-school|International Autumn School on "​Human-Robot-Interaction]]**,​ November 18th–22nd,​ 2013, TU Dresden, Germany. +  <p>Group picture taken at our 2024 retreat ​at Meissner Haus.</p>
-  * Emre Ugur is organizing the [[http://​www.iros2013.org/​|IROS2013]] **[[https://​iis.uibk.ac.at/​public/​emre/​IROS2013-NeuroRobotWS/​|Workshop on Neuroscience and Robotics: Towards a robot-enabled,​ neuroscience-guided healthy society]]** in Tokyo, 3 November 2013. +
-  * Our following paper won a **Best Vision Paper Award**: ​<​html><​div ​class="li CONF" id="​Teney-2013-CRV"​ title="​Teney-2013-CRV"><​p><​span class="​author"><​span class="​firstname">​Damien</​span>​ <span class="​surname">​Teney</​span></​span>,​ <span class="​author"><​span class="​firstname">​Justus</​span>​ <span class="​surname">​Piater</​span></​span>,​ <span class="​parttitle">​Continuous Pose Estimation in 2D Images at Instance and Category Levels. </​span><​a href="​http://​www.computerrobotvision.org/​">Tenth Conference on Computer and Robot Vision</​a>,​ <span class="​pubdate">​2013</​span>​. <span class="​actions">​ <a href="/​publications#​copyright.notice.IEEE"​ title="​IEEE copyright notice">​© IEEE</​a>​ <a href="/​publications#​Teney-2013-CRV">​[Link]</​a>​ <a href="​https://​iis.uibk.ac.at/​public/​papers/​Teney-2013-CRV.pdf">​[PDF]</​a>​ <a href="​javascript:​void(0)"​ onclick="​showHide('​Teney-2013-CRV',​ '​Abstract'​)">​[Abstract]</​a>​ <a href="​javascript:​void(0)"​ onclick="​showHide('​Teney-2013-CRV',​ '​BibTeX'​)">​[BibTeX]</​a></​span></​p></​div></​html+
-  ​* Justus Piater is co-organizing the [[http://​roboticsconference.org/​|R:​SS]] **[[http://​workshops.acin.tuwien.ac.at/​clutter2013|Workshop on Robots in Clutter: Preparing Robots for the Real World]]** in Berlin, 27 June 2013. +
-  * Justus Piater is co-organizing the [[http://​www.icra2013.org/​|ICRA 2013]] **[[http://​www.ynl.t.u-tokyo.ac.jp/​~takano/​ICRA2013WS/​|Workshop on Semantics, Identification,​ and Control of Robot-Human-Environment Interaction]]** in Karlsruhe, 10 May 2013. +
-  * Justus Piater is an **invited speaker** at the [[http://​www.icra2013.org/​|ICRA 2013]] Workshop on **[[http://​covil.sdu.dk/​workshop-bootstrapping.htm|Bootstrapping Structural Knowledge from Sensory-motor Experience]]** in Karlsruhe, 6 May 2013. +
-  * **[[http://​disi.unitn.it/​~sebe/​|Nicu Sebe]]**, professor of computer science at the University of Trento, is giving at talk on [[events/​2013-04-18-sebe|Human-centered Computing: Challenges and Perspectives]] on **April 18, 2013, at 16:15** in HS D. +
-  * **[[http://​bbdl.usc.edu/​Francisco.php|Francisco Valero-Cuevas]]**,​ Professor of biomedical engineering and biokinesiology and physical therapy at the University of Southern California, is giving a talk on [[events/​2013-03-14-valero-cuevas|Computational Neuromechanics]] on March 14, 2013, at 16:15 in HS E.  +
-  * **[[http://​www.cs.rug.nl/​~petkov|Nicolai Petkov]]** is visiting %%IIS%% for three days, and is giving a talk on [[http://​informatik.uibk.ac.at/​index.php/​en/​kolloquien/​243-kolloquium-petkov|Brain-inspired computing vision for machine vision]] on 10 January 2013, 16:15, in HS C. +
-  * Justus Piater and [[@/​public/​antonio/​|Antonio Rodríguez-Sánchez]] are organizing the **[[https://​oagm2013.iis.uibk.ac.at/​|2013 ÖAGM/AAPR Workshop]]** in Innsbruck. +
-  * %%IIS%% has published a paper in PLoS One: <​html><​div class="​li JOUR" id="​RodriguezSanchez-2012-PLoSONE"​ title="​RodriguezSanchez-2012-PLoSONE">​<p><span class="​author"><​span class="​firstname">​Antonio</​span>​ <span class="​surname">​Rodríguez-Sánchez</​span></​span>,​ <span class="​author"><​span class="​firstname">​John</​span>​ <span class="​surname">​Tsotsos</​span></​span>,​ <span class="​parttitle">​The roles of endstopped and curvature tuned computations in a hierarchical representation of 2D shape. </​span>​PLoS ONE 7 (8), pp. 1–13,​ <span class="​pubdate">​2012</​span>​. <span class="​actions">​ <a title="​DOI"​ href="​http://​dx.doi.org/​10.1371/​journal.pone.0042058"><​img alt="​[DOI]"​ src="​doi.png"/></​a>​ <a href="​javascript:​void(0)"​ onclick="​showHide('​RodriguezSanchez-2012-PLoSONE',​ '​Abstract'​)">​[Abstract]</​a>​ <a href="​javascript:​void(0)"​ onclick="​showHide('​RodriguezSanchez-2012-PLoSONE',​ '​BibTeX'​)">​[BibTeX]</​a></​span></​p></​div></​html>​ +
-  * **[[http://​www.cs.ubc.ca/​~little/​|Jim Little]]** is giving an extended talk on [[events/​2012-04-24-little|Finding Objects in Cluttered Scenes for Home Robotics]] on 24 April 2012, 14:​15-15:​30,​ in HS D. +
-  * Justus Piater is an **invited speaker** ​at the [[http://​cogsys2012.acin.tuwien.ac.at/|CogSys 2012]] Workshop on **[[http://​kovan.ceng.metu.edu.tr/​~sinan/​DHV/​|Deep Hierarchies in Vision]]** in Vienna, 21 February 2012. +
-  * **[[http://​vicos.fri.uni-lj.si/​alesl/​|Ales Leonardis]]** is giving a talk on [[http://​informatik.uibk.ac.at/​index.php/​en/​kolloquien/​203-kolloquium-leonardis|Combining compositional shape hierarchy and multi-class object taxonomy for efficient object categorisation]] on 1 December 2011, 16:15, in HS C. +
-  * Justus Piater is an **invited speaker** at the **[[http://​cmp.felk.cvut.cz/​cmp/​events/​colloquium-2011.10.13/​|29th Pattern Recognition and Computer Vision Colloquium]]** in Prague, 13 October 2011. +
-  * **Brian Moore** is giving a talk on [[events/​2011-05-25-moore|Transferring grasping skills from humans to robots]] at the Computer Science Department (ICT Building, Seminar Room 1), 25 May 2011, 12.00-13.00. +
-  * Justus Piater is an **invited speaker** at the [[http://​www.roboticsconference.org/​|R:​SS]] Workshop on **[[http://​www.willowgarage.com/​workshops/​2011/​rss|Mobile Manipulation:​ Learning to Manipulate]]** in Los Angeles, 27 June 2011. +
-  * Justus Piater lectures at the **[[http://​cogx.eu/​|CogX]] 2011 Spring School** in Vienna, 27.4.--5.5. +
-  * **Inaugural Lecture -- //​Antrittsvorlesung//​** by Justus Piater: 14 April 2011 17:00 in the large auditorium of civil engineering -- //Großer Hörsaal der Fakultät für Bauingenieurwissenschaften//​. [[https://​iis.uibk.ac.at/​public/​Antrittsvorlesung_Justus_Piater.pdf|Einladung (Invitation,​ in German only)]] [[http://​streaming.uibk.ac.at/​medien/​c102/​c1021081/​j_piater/​index.html|Video (in German only)]] +
-===== Press ===== +
-  * [[http://​www.uibk.ac.at/​ipoint/​news/​2015/​eine-kamera-als-sehhilfe.html.de|Eine Kamera als Sehhilfe]] ([[http://​www.uibk.ac.at/​ipoint/​|iPoint]] 06.02.2015, in German) +
-  * <HTML> +
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-  <a href="#​tiroltvvideo">​Robotik an der Uni Innsbruck - TirolTV vom 1 Dezember 2014<​span id="​tiroltvvideo">​ +
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-</​div>​ +===== News =====
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-#​raivideo:​target { +<HTML><table><tr valign="top"><​td>​2025-04-25</td><td>Simon Haller-Seeber gives an invited talk <i>AI-powered tools for real-time transcription and translation in action: A self-hosted open-source framework for digital spaces.</iat <a href="https://www.uibk.ac.at/de/medien/veranstaltungen/tagungen/medien-wissen-bildung-2025/">Medien - Wissen - Bildung 2025: Streif­züge an den Naht­stel­len von Medien, Bil­dung und Phi­lo­so­phie</a>, Universität Innsbruck.</td></tr><tr valign="​top"​><td>2025-04-10</td><​td>​Simon Haller-Seeber gives an invited keynote <​i>​Hands-on Approaches to Software, Robotics, and AI: Exploring Experiments and Science in Action</iat <a href="​https://iis.uibk.ac.at/​public/simon/ECER-2025/">​European Conference on Educational Robotics (ECER 2025)</​a>,​ HTL Anichstrasse.</​td></​tr><​tr valign="​top"><​td>​2025-04-10</​td><​td>​Simon Haller-Seeber and Christopher Kelter teach a tutorial <​i>​Was sind Roboter, ​was macht eine KI? Entwickle deine eigene KI und programmiere unsere Minibots<​/i> at Campustag BG/BRG Sillgasse, Universität Innsbruck.</td></tr><​tr valign="​top"><​td>​2025-04-03</​td><​td>​Justus Piater gives an invited keynote <​i>​What is AI really?</​i>​ at <a href="​https://​www.uibk.ac.at/​events/2025/04/03/ai-in-law-and-practice-regional-perspectives-on-european-rules">​Cross-Border 
-  display: block; +    ​SeminarAI in Law and Practice: Regional Perspectives on European 
-+    Rules</a>, Universität Innsbruck.</td></​tr><​tr valign="​top"><​td>​2025-03-06</td><​td>​Justus Piater teaches a tutorial <​i>​Funktionsweise,​ Möglichkeiten und Grenzen von KI</i> at Lieber gleich berechtigt als später: Hallo KI, hilfst du 
-</style> +    uns bei der Gleichstellung?​!,​ Tiroler Bildungsinstitut Grillhof Vill<span class="​actions"><​a href="​javascript:​void(0)" onclick="​showHide('​newsitem4',​ '​Abstract'​)">​[Abstract]<​/a></span><​blockquote id="​newsitem4Abstract"​ style="​display:​none">​Künstliche Intelligenz&​quot;​ bezeichnet derzeit Systemedie 
-<div> +    auf maschinellem Lernen (ML) basierenDieser Workshop führt in 
-  ​<a href="#raivideo">RAI Südtirol ​Tagesschau vom 12 Juli 2014<span id="​raivideo"​> +    die Grundlagen des ML einmit besonderem Augenmerk auf neuronale 
-    ​<video width="​560"​ height="​340"​ controls preload="​metadata"​> +    Netzeder derzeit populärsten ML-Technologie. Darauf aufbauend 
-      ​<source src="/​public/​videos/​RAI_Tagesschau_12-07-2014.ogg" +    vermittelt er ein Grundverständnis für prinzipielle Möglichkeiten 
-        type='​video/ogg; codecs="​theora,​ vorbis"'​ +    und Grenzen von ML und warum es mit derzeitigen Mitteln extrem 
-      ​<applet code="com.fluendo.player.Cortado.class"​ +    schwierig ist, Diskriminierung ​in KI-Systemen zu 
-        archive="​/public/cortado.jar"​ width="​560"​ height="​340">​  +    ​verhindern.<​/blockquote><​/td></tr><​tr valign="​top"><​td>​2025-02-26</td><​td>​Simon Haller-Seeber and Christopher Kelter teach a tutorial <​i>​Programmieren eines autonomen Roboters anhand einer selbstentwickelten KI</i> at STAIR-Lab INNALP Workshop für das Gymnasium Ursulinenen Innsbruck, Universität Innsbruck.</​td></​tr><​tr valign="​top"><​td>​2025-02-26</td><​td>​Marko Zarić teaches a tutorial <​i>​Einführung in das Programmieren mit Microcontrollern<​/i> at STAIR-Lab INNALP Workshop für das Gymnasium Ursulinenen Innsbruck, Universität Innsbruck.</td></tr><​tr valign="​top"><​td>​2025-01-31<​/td><​td>​Justus Piater gives an invited lecture <​i>​High-Level AI For Autonomous Robots</​i> ​at <a href="​https:​//elias-ai.eu/event/ellis-vismac/">​ELIAS-ELLIS-VISMAC 
-        <param name="​autoPlay"​ value"​false" ​/>  +    Winter School 2025</​a>​BrunicoItaly. <span class="​actions"><​a href="​javascript:​void(0)" onclick="​showHide('​newsitem7',​ '​Abstract'​)">​[Abstract]<​/a></span><​blockquote id="​newsitem7Abstract"​ style="​display:​none">​What barriers will have to be overcome to raise the 
-        <param name="​url"​ value="​/public/videos/​RAI_Tagesschau_12-07-2014.ogg"​/>  +    flexibility and robustness of autonomous robots to the next level? 
-      ​</applet +    I argue that current AI methods are unlikely to get there, no 
-    ​</video> +    matter how far we scale them upRobots need to be able to 
-    ​</span></a> +    &​quot;​understand&​quot;​ their environment in ways that reach beyond 
-</div> +    prediction and controlI will discuss examples of work (ours and 
- +    others'​) on learning visual relational concepts, extrapolation of 
-</div> +    learned movements beyond the training distribution,​ learning of 
-</HTML> +    symbolic concepts and rules, and structure-driven skill learning 
-  * [[http://www.uibk.ac.at/​ipoint/blog/1135417.html|Roboter, ​die von Menschen lernen]] - ([[http://www.uibk.ac.at/ipoint/|iPoint]] ​03.01.2014, in German) +    from sensorimotor experience.</blockquote><​/td></tr><​tr valign="​top"><​td>​2025-01-23</td><​td>​Marko Zarić teaches a tutorial <​i>​Einführung in das Programmieren mit Microcontrollern<​/i> at STAIR-Lab INNALP Workshop für das Gymnasium Ursulinenen InnsbruckUniversität Innsbruck.</td></tr><​tr valign="​top"><​td>​2025-01-22<​/td><​td>​Justus Piater gives an invited lecture <​i>​Generative Künstliche Intelligenz:​ Funktion, Fähigkeiten 
-  * [[http://​www.uibk.ac.at/​ipoint/news/2012/vom-gehirn-lernen.html.en|Learning from the Brain]] ​UIBK news 21/11/2012 reports ​on 2DSIL, a biologically-inspired model of shape representation. ​ +    und Fallen</i> at <a href="​https://lfuonline.uibk.ac.at/​public/lfuonline_lv.details?​sem_id_in=24W&​amp;​lvnr_id_in=720453">​VO 
-  * [[http://20er.at/|Stille Welt Gehörlos in Tirol]] ​the Tyrolean street newspaper reports on the [[http://www.signspeak.eu/​|SignSpeak]] project. ([[http://20er.at/​|20er]]pp6-7April 2012, in German) +    720453 Spezielle Themen der Persönlichkeits- und Differentiellen 
-  * [[http://www.uibk.ac.at/public-relations/medien/wissenswert/​wissenswert18.pdf|Übersetzungslücken schließen]] ​the UIBK supplement to an Austrian newspaper reports on our [[http://www.signspeak.eu/|SignSpeak]] project ([[http://www.uibk.ac.at/public-relations/medien/wissenswert/|wissenswert]] 18 pp. 16-17February 2012in German) +    Psychologie<​/a>, Universität Innsbruck(Gastvorlesung)<​/td></tr></table><​/HTML>
-  * [[http://www.uibk.ac.at/ipoint/news/2011/​schlaue-roboter-im-haushalt.html.de|Schlaue Roboter im Haushalt]] ([[http://www.uibk.ac.at/​ipoint/​|iPoint]] 13.04.2011in German) +
-  * [[http://​www.uibk.ac.at/forschung/magazin/5/artikel/​neuberufung.pdf|Roboter lernen lernen]] ([[http://www.uibk.ac.at/​forschung/magazin/|zukunft forschung]] [[http://​www.uibk.ac.at/forschung/magazin/5/|2/2010]], in German)+
  
 +[[news|Older News]]
  
 ===== Postal Address ===== ===== Postal Address =====
  
 University of Innsbruck\\ University of Innsbruck\\
-Institute ​of Computer Science\\+Department ​of Computer Science\\
 Technikerstr. 21a\\ Technikerstr. 21a\\
 6020 Innsbruck\\ 6020 Innsbruck\\
 Austria Austria
  
-**How to find us:** See the [[http://informatik.uibk.ac.at/​how-to-reach-us/​|directions]].+**How to find us:** See the [[https://www.uibk.ac.at/​informatik/kontakt/​anfahrt.html.en|directions]].
  
-**Legal Notice:** See the [[:​impressum|Impress]].+**Legal Notice:** See the [[:​impressum|Impress ​and Privacy Notice]].
start.1430898131.txt.gz · Last modified: 2018/09/03 14:57 (external edit)