<div dir="ltr"><div class="gmail_default" style="font-family:georgia,serif;color:rgb(61,133,198)"></div><div class="gmail_default" style="font-family:georgia,serif;color:#3d85c6"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">******************************</span><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">******************************</span><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">********</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">CALL FOR PAPERS - HBU 2021</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">11th International Workshop on Human Behavior Understanding (HBU)</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">Focus theme: Multi-source aspects of behavioral understanding</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">Held in conjunction with WACV 2021</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><a href="https://lmi.fe.uni-lj.si/hbu2021" rel="noreferrer" target="_blank" style="font-family:Arial,Helvetica,sans-serif">https://lmi.fe.uni-lj.si/hbu2021</a><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">Paper submission deadline: November 2nd, 2020</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">Notifications: November 18th, 2020</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">******************************</span><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">******************************</span><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">*********</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">ORGANIZERS</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">Abhijit Das, Indian Statistical Institute, Kolkata, India</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">Qiang Ji, Rensselaer Polytechnic Institute, United States</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">Umapada Pal, Indian Statistical Institute, Kolkata, India</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">Albert Ali Salah, Utrecht University, The Netherlands</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">Vitomir Štruc, University of Ljubljana, Slovenia</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">ABOUT</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">Domains for human behaviour understanding predominantly (e.g.,</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">multimedia, human-computer interaction, robotics, affective computing</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">and social signal processing) rely on advanced pattern recognition</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">techniques to automatically interpret complex behavioural patterns</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">generated when humans interact with machines or with other agents. This</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">is a challenging research area where many issues are still open,</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">including the joint modelling of behavioural cues taking place at</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">different time scales, the inherent uncertainty of machine detectable</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">evidence of human behaviour, the mutual influence of people involved in</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">interactions, the presence of long term dependencies in observations</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">extracted from human behaviour, and the important role of dynamics in</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">human behaviour understanding. Computer vision is a key technology for</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">analysis and synthesis of human behaviour but stands to gain much from</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">multi-modality and multi-source processing, in terms of improving</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">accuracy, resource use, robustness, and contextualization.</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">This workshop, organized as part of WACV 2021, will gather researchers</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">dealing with the problem of modelling human behaviour under its multiple</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">facets (expression of emotions, display of relational attitudes, the</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">performance of an individual or joint actions, etc.), with particular</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">attention to multi-source aspects, including multi-sensor,</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">multi-participant and multi-modal settings. Example challenges are the</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">additional resource and robustness constraints, explorations in</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">information fusion, social and contextual aspects of interactions, and</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">building multi-source representations of social and affective signals</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">with the goal of advancing the state-of-the-art.</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">The HBU workshops, previously organized as satellite events to major</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">conferences in different disciplines such as ICPR’10, AMI’11, IROS’12,</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">ACMMM’13, ECCV’14, UBICOMP’15, ACMMM’16, FG’18, ECCV’18, ICCV’19 have a</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">unique aspect of fostering cross-pollination of disciplines, bringing</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">together researchers from a variety of fields, such as computer vision,</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">HCI, artificial intelligence, pattern recognition, interaction design,</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">ambient intelligence, psychology and robotics. The diversity of human</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">behaviour, the richness of multimodal data that arises from its</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">analysis, and the multitude of applications that demand rapid progress</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">in this area ensure that the HBU Workshops provide a timely and relevant</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">discussion and dissemination platform. For HBU@WACV, we particularly</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">solicit contributions on human behaviour understanding that combine</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">multiple sources of information, be it across modalities, sensors, or</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">subjects under observation. The workshop solicits papers on general</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">topics related to human behaviour understanding, but with a distinct</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">focus on multi-source solutions.</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">TOPICS OF INTEREST</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">Topics of interest include, but are not limited to:</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">     + Multimodal solutions for human behaviour modelling and analysis</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">     + Multimodal solutions towards behavioural biometrics (gait,</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">handwriting, keystroke dynamics, etc.)</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">     + Methods for multi-instance learning in behavioural understanding,</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">     + Analysis of multi-participant settings and of social interactions,</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">     + Multi-instance representation for characterizing human health,</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">empathy,</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">     + Deep learning for multi-party interactions</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">     + Multimodal deep learning for behaviour understanding</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">     + Adversarial learning approaches</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">     + Related sensor technologies</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">     + Information fusions approach for behaviour analysis</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">     + Realistic behaviour synthesis in multiple modalities and for</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">multi-party settings</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">     + Mobile and wearable systems for behaviour monitoring</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">     + Datasets and benchmarks</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">     + Related applications</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">PAPER SUBMISSION</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">Submission instruction can be found at</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><a href="https://lmi.fe.uni-lj.si/hbu2021/paper-submission/" rel="noreferrer" target="_blank" style="font-family:Arial,Helvetica,sans-serif">https://lmi.fe.uni-lj.si/hbu2021/paper-submission/</a><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">Please feel free to contact for any further details.</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">Abhijit Das, Qiang Ji, Umapada Pal, Albert Ali Salah, Vitomir Štruc</span><br style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif"><span style="color:rgb(34,34,34);font-family:Arial,Helvetica,sans-serif">HBU 2021 Organizers</span>  <br></div><img src="https://wordpress.stir.ac.uk/files/2019/03/1pixel.png" width="0" height="0" alt="Web Bug from https://mailtrack.io/trace/mail/c4506fa151ac142e6c657279da5c272198aff058.png?u=339165" /></div>