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681.5 --- filters --- transforms --- controlesystemen --- Automatic control engineering. Control systems, techniques, equipment. Cybernetic and automation technology --- 681.5 Automatic control engineering. Control systems, techniques, equipment. Cybernetic and automation technology --- Image processing --- Digital filters (Mathematics) --- Traitement d'images --- Filtres numériques (mathématiques) --- Filtres numériques (Mathématiques) --- Filtres numériques (Mathématiques) --- Traitement d'images. --- Filtres numériques (mathématiques)

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Human-Computer Interaction (HCI) lies at the crossroads of many scienti?c areas including arti?cial intelligence, computer vision, face recognition, motion tracking, etc. In order for HCI systems to interact seamlessly with people, they need to understand their environment through vision and auditory input. Mo- over, HCI systems should learn how to adaptively respond depending on the situation. The goal of this workshop was to bring together researchers from the ?eld of computer vision whose work is related to human-computer interaction. The selected articles for this workshop address a wide range of theoretical and - plication issues in human-computer interaction ranging from human-robot - teraction, gesture recognition, and body tracking, to facial features analysis and human-computer interaction systems. This year 74 papers from 18 countries were submitted and 22 were accepted for presentation at the workshop after being reviewed by at least 3 members of the Program Committee. We had therefore a very competitive acceptance rate of less than 30% and as a consequence we had a very-high-quality workshop. Wewouldliketo thankallmembersofthe ProgramCommitteefor their help in ensuring the quality of the papers accepted for publication. We are grateful to Dr. Jian Wang for giving the keynote address. In addition, we wish to thank the organizers of the 10th IEEE International Conference on Computer Vision and our sponsors, University of Amsterdam, Leiden Institute of Advanced Computer Science, and the University of Illinois at Urbana-Champaign, for support in setting up our workshop.

Mathematical statistics --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- patroonherkenning --- beeldverwerking --- factoranalyse --- grafische vormgeving --- informatica --- KI (kunstmatige intelligentie)

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This volume of original papers has been assembled to honor the achievements of Professor Thomas S Huang in the area of image processing and image analysis. Professor Huang's life of inquiry has spanned a number of decades as his work on imaging problems began in 1960's. Over these 40 years, he has made many fundamental and pioneering contributions to nearly every area of this field. Professor Huang has received numerous Awards, including the prestigious Jack Kilby Signal Processing Medal from IEEE. He has been elected to the National Academy of Engineering, and named Fellow of IEEE, Fellow of

Image processing --- Imaging systems. --- Computer vision. --- Machine vision --- Vision, Computer --- Artificial intelligence --- Pattern recognition systems --- Radar --- Remote sensing --- Television --- Scanning systems --- Digital image processing --- Digital electronics --- Digital techniques. --- Equipment and supplies

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This volume in the Lecture Notes of Artificial Intelligence represents the first book on human computing. We introduced the notion of human computing in 2006 and organized two events that were meant to explain this notion and the research conducted worldwide in the context of this notion. The first of these events was a Special Session on Human Computing that took place during the Eighth International ACM Conference on Multimodal Interfaces (ICMI 2006), held in Banff, Canada, on November 3, 2006. The theme of the conference was multimodal collaboration and our Special Session on Human Computing was a natural extension of the discussion on this theme. We are grateful to the organizers of ICMI 2006 for supporting our efforts to organize this Special Session during the conference. The second event in question was a Workshop on AI for Human Computing organized in conjunction with the 20th International Joint Conference on Artificial Intelligence (IJCAI 2007), held in Hyderabad (India), on January 6, 2007. The main theme of IJCAI 2007 was AI and its benefits to society. Our workshop presented a vision of the future of computing technology in which AI, in particular machine learning and agent technology, plays an essential role. We want to thank the organizers of IJCAI 2007 for their support in the organization of the Workshop on AI for Human Computing.

Mathematical statistics --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- patroonherkenning --- beeldverwerking --- factoranalyse --- grafische vormgeving --- informatica --- KI (kunstmatige intelligentie) --- robots

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The interests and goals of HCI (human-computer interaction) include und- standing, designing, building, and evaluating complex interactive systems - volving many people and technologies. Developments in software and hardware technologies are continuously driving applications in supporting our collabo- tive and communicative needs as social beings, both at work and at play. At the same time, similar developments are pushing the human-computer interface beyond the desktop and into our pockets, streets, and buildings. Developments in mobile, wearable, and pervasive communications and computing technologies provide exciting challenges and opportunities for HCI. The present volume represents the proceedings of the HCI 2006 Workshop that was held in conjunction with ECCV 2006 (European Conference on C- puter Vision) in Graz, Austria. The goal of this workshop was to bring together researchers from the ?eld of computer vision whose work is related to human- computer interaction. We solicited original contributions that address a wide range of theoretical and application issues in human-computer interaction. Wewereverypleasedbytheresponseandhadadi?culttaskofselectingonly 11 papers (out of 27 submitted) to be presented at the workshop. The accepted papers were presented in four sessions, as follows: Face Analysis - In their paper Robust Face Alignment Based On Hierarchical Classi?er Network  authors Li Zhang,Haizhou Ai, and Shihong Lao build a hierarc- cal classi?er network that connects face detection and face alignment into a smooth coarse-to-?ne procedure. Thus a robust face alignment algorithm on face images with expressionand pose changes is introduced. Experiments are reported to show its accuracy and robustness.

Mathematical statistics --- Artificial intelligence. Robotics. Simulation. Graphics --- Computer. Automation --- patroonherkenning --- beeldverwerking --- factoranalyse --- grafische vormgeving --- informatica --- KI (kunstmatige intelligentie)