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Introduction to Special Issue SAP 2016

FrankenFolk

It is common practice in movies and games to use different actors for the voice and body/face motion of a virtual character. What effect does the combination of these different modalities have on the perception of the viewer? In this article, we conduct a series of experiments to evaluate the distinctiveness and attractiveness of human motions... (more)

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ACM Transactions on Applied Perception aims to strengthen the synergy between computer science and psychology/perception by publishing top quality papers that help to unify research in these fields.

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Forthcoming Articles
Detection of Subconscious Face Recognition Using Consumer-Grade Brain-Computer Interfaces

Previous to our work, the literature reported that brain-computer interfaces (BCI) could be used to perpetrate side-channel attacks by tapping the (conscious) mind to reduce the entropy regarding certain pieces of private information. There is also the theory of face recognition, which uses experimental psychology to show that this phenomenon can be elicited and measured. Further, it has been shown that object silhouette recognition can take place subconsciously, and that this can be detected using BCIs. Our work is the first to show the possibility of tapping the subconscious mind for face recognition using BCIs. We performed an experiment whereby subjects were presented with photographs of famous persons with the expectation that about 20% of them would be (consciously) recognized; and since the photos are of famous persons, we expected that subjects would have seen before some of the 80% they didn't (consciously) recognize. Further, we expected that their subconscious would have recognized some of those in the 80% pool that they had seen before. An exit questionnaire and a set of criteria allowed us to label recognitions as conscious, false, no recognitions, or subconscious recognitions. We analyzed a number of event related potentials training and testing a support vector machine. We found that our method is capable of differentiating between no recognitions and subconscious recognitions with promising accuracy levels, suggesting that tapping the subconscious mind for face recognition is feasible.

Psychoacoustic Characterization of Propagation Effects in Virtual Environments

Effects of visual latency on vehicle driving behavior

Using mixed reality in vehicles could be an alternative to driving simulators to study driver-vehicle interaction. However, virtual reality systems introduce latency in the visual system. This latency may alter driving behavior, which in turn results in questionable validity. Previous studies have mainly focused on visual latency as a separate phenomena. In this work latency is studied from a task dependent viewpoint: How are vehicle-driving behavior changed with increased latency. This was done through experiments where regular drivers were subjected to different levels of visual latency while performing a simple slalom driving task. Their performance were recorded and evaluated in lateral and longitudinal directions along with self-assessment regarding performance and difficulty. The result suggest that the drivers compensate a longer latency by steering more and increase the margins without lowering the speed. All participants managed to complete the driving task, even with large latency suggesting that motion sickness will become the dominating practical issue in future studies.

Is the motion of a child perceivably different from the motion of an adult?

Artists and animators have observed that children's movements are quite different from adults performing the same action. Previous computer graphics research on human motion has primarily focused on adult motion. There are open questions as to how different child motion actually is, and whether the differences will actually impact animation and interaction. We report the first explicit study of the perception of child motion (ages 5 to 9 years old), compared to analogous adult motion. We used markerless motion capture to collect an exploratory corpus of child and adult motion, and conducted a perceptual study with point light displays to discover whether naive viewers could identify a motion as belonging to a child or an adult. We find that people can generally identify whether a motion was performed by a child or an adult. This work has implications for creating more engaging and realistic avatars for games, online social media, and animated videos and movies.

An Empirical Evaluation of Visuo-haptic Feedback on Physical Reaching Behaviors during 3D Interaction in Real and Immersive Virtual Environments

In an initial study, we characterized the properties of human reach motion in the presence or absence of visuo-haptic feedback in real and immersive virtual environments (IVEs) or virtual reality within a participant's maximum arm reach. Our goal is to understand how physical reaching actions to the perceived location of targets in the presence or absence of visuo-haptic feedback are di fferent between real and virtual viewing conditions. Typically, participants reach to the perceived location of objects in the 3D environment to perform selection and manipulation actions during 3D interaction in applications such as virtual assembly or rehabilitation. In these tasks, participants typically have distorted perceptual information in the IVE as compared to the real world, in part due to technological limitations such as minimal visual field of view, resolution, latency and jitter. In an empirical evaluation, we asked the following questions; i) how do the perceptual diff erences between virtual and real world a ffect our ability to accurately reach to the locations of 3D objects, and ii) how do the motor responses of participants dffi er between the presence or absence of visual and haptic feedback? We examined factors such as velocity and distance of physical reaching behavior between the real world and IVE, both in the presence or absence of visuo-haptic information. The results suggest that physical reach responses vary systematically between real and virtual environments especially in situations involving presence or absence of visuo-haptic feedback. The implications of our study provide a methodological framework for the analysis of reaching motions for selection and manipulation with novel 3D interaction metaphors and to successfully characterize visuo-haptic versus non-visuo-haptic physical reaches in virtual and real world situations.

Image Quality under Chromatic Impairments

The influence of chromatic errors in the perceived images quality is studied in this paper. Under the D65 standard illuminant a set of hyperspectral images were represented into the CIELAB color space and the corresponding chromatic coordinates were subdivided into clusters with the K-Means algorithm. Each color cluster was shifted by the predefined chromatic error ”E*ab with a random direction in a*b* chromatic coordinates only. Applying errors of 3, 6, 9, 12 and 15 units to five hyperspectral images a set of modified images was collected. Those images were shown to subjects that were asked to rank their quality based on their naturalness. The Mean Opinion Score and the standard deviation were computed to quantify the sensitivity to the chromatic variations. This paper is also complemented with an objective evaluation of the quality using several state of the art metrics, and using color difference measures like the CIEDE2000 color difference. Analyzing the correlations between subjective and objective quality estimation is concluded that the proposed quality estimators based on the CIEDE2000 provide the best representation. Moreover, was concluded that the established quality metrics only become reliable by averaging their results on each color component.

Summary statistics and material categorization in the visual periphery

Material categorization from natural texture images proceeds quickly and accurately, supporting a number of visual and motor behaviors. In real-world settings, mechanisms for material categorization must function effectively based on the input from foveal vision, where image representation is high-fidelity, and the input from peripheral vision, which is comparatively impoverished. What features support successful material categorization in the visual periphery, given the known reductions in acuity, contrast sensitivity, and other lossy transforms that reduce the fidelity of image representations? In general, the visual features that support material categorization remain largely unknown, but recent work suggests that observers abilities in a number of tasks that depend on peripheral vision can be account for by assuming that the visual system only has access to summary statistics (texture-like descriptors) of image structure. We therefore hypothesized that a model of peripheral vision based on the Portilla-Simoncelli texture synthesis algorithm might account for material categorization abilities in the visual periphery. Using natural texture images and synthetic images made from these stimuli, we compared performance across material categories to determine whether observer performance with natural inputs could be predicted by their performance with synthetic images that reflect the constraints of a texture code.

Bibliometrics

Publication Years 2004-2016
Publication Count 325
Citation Count 1466
Available for Download 325
Downloads (6 weeks) 1382
Downloads (12 Months) 14940
Downloads (cumulative) 153943
Average downloads per article 474
Average citations per article 5
First Name Last Name Award
Frederick Brooks ACM-IEEE CS Eckert-Mauchly Award (2004)
ACM A. M. Turing Award (1999)
ACM AAAI Allen Newell Award (1994)
ACM Distinguished Service Award (1987)
David S Ebert ACM Senior Member (2009)
Simon Harper ACM Distinguished Member (2014)
ACM Senior Member (2009)
Victoria L Interrante ACM Senior Member (2007)
Holly E Rushmeier ACM Distinguished Member (2006)
Shumin Zhai ACM Distinguished Member (2006)

First Name Last Name Paper Counts
Heinrich Bülthoff 12
Carol O'Sullivan 12
William Thompson 8
Robert Allison 7
Christian Wallraven 7
Sarah Creem-Regehr 7
Douglas Cunningham 6
Jessica Hodgins 6
Hong Tan 5
Andrew Duchowski 5
Roberta Klatzky 5
Alan Chalmers 4
Jukka Häkkinen 4
Matthias Bernhard 4
Rachel McDonnell 4
Elizabeth Carter 4
Bobby Bodenheimer 4
Katerina Mania 4
Laurie Wilcox 4
Stephen Brewster 4
Bernhard Riecke 4
Tom Troscianko 4
Nadine Miner 4
Bruce Walker 4
John Rieser 4
Marc Ernst 3
Jodie Plumert 3
Jeanine Stefanucci 3
Ludovic Hoyet 3
Veikko Surakka 3
Scott Kuhl 3
Peter Willemsen 3
Thomas Caudell 3
Karol Myszkowski 3
Michael Wimmer 3
Colin Ware 3
Laura Trutoiu 3
Michael Langer 3
Jörg Schulte-Pelkum 3
Oleg Komogortsev 3
Diego Gutierrez 3
James Cremer 3
Joseph Kearney 3
Davide Rocchesso 3
Mel Slater 3
Hans Seidel 3
Tuomas Leisti 3
Sophie Jörg 3
Fiona Newell 3
Jenni Radun 3
Tapio Lokki 3
Greg Kramer 3
Betty Mohler 3
Betsy Williams 2
Ann McNamara 2
Adar Pelah 2
Ilja Frissen 2
Rob Gray 2
Adrian Schwaninger 2
Corey Holland 2
Hideyuki Ando 2
Allisonmariko Okamura 2
Jack Loomis 2
Holly Rushmeier 2
Pirkko Oittinen 2
Frans Cornelissen 2
Mark Fairchild 2
Min Kim 2
Alice O'Toole 2
P Phillips 2
Paul Vickers 2
Timothy Dixon 2
Iain Matthews 2
Krzysztof Krejtz 2
Lior Shamir 2
Carmen Au 2
Göte Nyman 2
Tobias Ritschel 2
Dion Buhman 2
John Flowers 2
Stephen Barrass 2
Timothy Streeter 2
Markus Heyde 2
Roland Fleming 2
Theresa Cooke 2
Tien Nguyen 2
Lavanya Sharan 2
Julia Vogel 2
Alexey Karpov 2
Taro Maeda 2
David Tolhurst 2
Robert Stevens 2
Tapio Takala 2
Brian Simpson 2
Mikael Fernström 2
Dana Ballard 2
Eli Peli 2
Richard Tyrrell 2
Erik Reinhard 2
Brian Katz 2
Martin Banks 2
Alistair Edwards 2
Kees Van Den Doel 2
M Atkins 2
Michael Hecher 2
Paolo Giordano 2
Vincent Couture 2
Marcus Magnor 2
Garrett Johnson 2
Susana Castillo 2
Cathy Ennis 2
Anatole Lécuyer 2
Jean Martin 2
Efstathios Stavrakis 2
Dik Hermes 2
Jan Souman 2
James Clark 2
Tero Vuori 2
Veronica Sundstedt 2
Jonathan Kelly 2
Evangelos Mitsopoulos 2
Thomas Hermann 2
Kimberly Turnage 2
Barbara Shinn-Cunningham 2
Gayathri Narasimham 2
Vincent Hayward 2
Frank Durgin 2
Izabela Krejtz 2
Alessandro De Luca 2
Sébastien Roy 2
George Drettakis 2
Timofey Grechkin 2
Yann Morvan 2
Helge Ritter 2
Matti Gröhn 2
Douglas Brungart 2
Terri Bonebright 2
Susan Lederman 2
Rafał Mantiuk 2
Tapani Pihlajamaki 1
Philippe Fuchs 1
Stephen Palmisano 1
David Bate 1
Kaveri Thakur 1
Taiki Fukiage 1
Daniel Pineo 1
Xaiobo An 1
Antti Nurminen 1
Etienne Corteel 1
Stephen Gilbert 1
Eliot Winer 1
Stephen Mcadams 1
Tolga Çapın 1
Jussi Rantala 1
Mehdi Ammi 1
Marios Nicolaou 1
Pekka Niemenlehto 1
Toni Vanhala 1
Xiangyu Wang 1
John Dill 1
Roy Smith 1
Federico Barbagli 1
Kenneth Salisbury 1
Haider Easa 1
Nicolas Holliman 1
Rycharde Hawkes 1
S Galvan 1
Jiangtao Kuang 1
Charlotte Reed 1
Clemens Schuwerk 1
Xiao Xu 1
Julie Dorsey 1
Markus Leyrer 1
Yong Xu 1
Alexis Kirke 1
Etienne Roesch 1
Poika Isokoski 1
Chen Yu 1
Eduardo Canga 1
Javeen Pereira 1
Ulrich Weidenbacher 1
Jeff Pelz 1
Stephan De La Rosa 1
Michael Black 1
Petr Kellnhofer 1
Peter Vangorp 1
Burkhard Pleger 1
Patrick Ragert 1
Chris Jansen 1
Jan Van Erp 1
Cullen Jackson 1
Masayuki Nakajima 1
Kara Recker 1
Bliss Altenhoff 1
Timothy Davis 1
Sidhartha Chaudhury 1
Marina Kolesnik 1
James Barabas 1
Megan Hofmann 1
Jaime Ruiz 1
Paolo Boi 1
Kurt Debattista 1
Nikita Orlov 1
Youngmin Kim 1
Rebecca Todd 1
Roland Richter 1
David Waller 1
Patrick Susini 1
Ross Maciejewski 1
David Ebert 1
Georges Bonneau 1
Franziska Hofer 1
Bernt Schiele 1
Sergio Canazza 1
Tingting Zhang 1
Claudia Moscoso 1
U Svensson 1
Krzysztof Orleanski 1
Mats Lind 1
Brian Melloy 1
Aleksander Väljamäe 1
Iain Gilchrist 1
Takahiro Kawabe 1
Olivia Holmes 1
Hany Farid 1
Simon Shelley 1
Armin Kohlrausch 1
Sampath Jayarathna 1
Jose Nunez-Varela 1
Caolan McNamara 1
Christine Tong 1
Jamie Ward 1
Henning Schmidt 1
Hans Gellersen 1
Iason Kastanis 1
Frederick Brooks 1
Charles Spence 1
Reginald Golledge 1
Adrian Moise 1
Kwangin Kim 1
Carol O’Sullivan 1
Richard Wilkie 1
Anke Huckauf 1
Huib De Ridder 1
Rosalind Freeman 1
David Zhang 1
Shaojing Fan 1
Cheston Tan 1
Bryan Koenig 1
Luigi Burigana 1
Hermann Pflüger 1
Marko Illi 1
C Párraga 1
Jiří Filip 1
Lawton Verner 1
Jörg Krüger 1
Stefan Hesse 1
Knut Drewing 1
Michael Fritschi 1
Maryse Legault 1
Ron Reifenberger 1
Roger Hubbold 1
Roland Brémond 1
Simon Rushton 1
David Marshall 1
John Hamill 1
Jeffrey Bertrand 1
Thomas Buhrmann 1
Agata Kopacz 1
Thomas Bashford-Rogers 1
Mitsuko Aramaki 1
Kai Puolamäki 1
Maryam Mustafa 1
Anthony Nordman 1
Jonathan Bakdash 1
Rudrava Roy 1
Christian Eitzinger 1
Thomas Thümmel 1
Karl Grosse 1
Asad Tirmizi 1
Jonathan Kervec 1
Holly Rushmeier 1
StéPhane Ploix 1
Benjamin Balas 1
Emery Schubert 1
Barbara Matusiak 1
Tina Ziemek 1
Mikko Laitinen 1
Guillaume Moreau 1
Ce Zhan 1
Yasuyuki Matsushita 1
Christian Jacquemin 1
Rolf Godøy 1
Jim Torresen 1
Amy Blank 1
Toni Virtanen 1
Roxanne Canosa 1
Thorsten Grosch 1
Michael Nees 1
Federico Fontana 1
Jean Tree 1
Shumin Zhai 1
Julio De La Cruz 1
Stefania Serafin 1
Jeremy Wyatt 1
Mark Hasegawa-Johnson 1
Thomas Huang 1
Philip Kellman 1
Damion Shelton 1
K Edmonds 1
R Sekuler 1
Laura Ottaviani 1
Jian Zhang 1
Wijnand IJsselsteijn 1
James Tompkin 1
Djamel Hassaine 1
Raphael Höver 1
Debora Botturi 1
Claire Westerman 1
Florian Focone 1
H Stripf 1
Robert Jagnow 1
Ruth Rosenholtz 1
Amal Dorai 1
Fang Jiang 1
Mezgeb Mihtsentu 1
Rangding Wang 1
Asad Malik 1
Faustina Hwang 1
Belma Ramic-Brkic 1
Benjamin Höferlin 1
Stavri Nikolov 1
P Lovell 1
Pierre Bayerl 1
Heiko Neumann 1
Susan Munn 1
Moshe Mahler 1
Ivelina Piryankova 1
Kaitlyn Schwalje 1
Regine Zopf 1
Athinodoros Georghiades 1
Linda Brodo 1
Mássimo Tistarelli 1
Keiji Uchikawa 1
Suguru Saito 1
Mario Kleiner 1
Susan Paddock 1
Dirk Bartz 1
Phillip Napieralski 1
Francisco Serón 1
Martin Giese 1
Francesca Fortenbaugh 1
Andrea Christensen 1
Bedřich Beneš 1
Alan Chalmers 1
David Eckley 1
Giovanni De Poli 1
Ennio Rapanà 1
Ruimin Zhang 1
Erich Rome 1
Stefan Thumfart 1
Werner Groissboeck 1
Heinz Ulbrich 1
Olivier Houix 1
Debi Stransky 1
Rui Wang 1
Domenico Prattichizzo 1
Mateu Sbert 1
Marcia O'Malley 1
Li Li 1
Bert Dunk 1
Roy Anthony 1
Aidong Lu 1
Carl Salvaggio 1
Michael Geuss 1
Katharina Legde 1
Christian Boucheny 1
Jarke Van Wijk 1
Danny Holten 1
Jay Goyal 1
Antonio Rodà 1
Larry Price 1
Amit Bhardwaj 1
Cumhur Erkut 1
Roy Ruddle 1
Ekaterina Volkova 1
Andreas Kjellin 1
Anand Gramopadhye 1
Simon Harper 1
Jean Burkhardt 1
CheeHian Tan 1
Yingying Wang 1
Shin'ya Nishida 1
Ioannis Rigas 1
Cynthia Grelik 1
Samuel Elfassy 1
Eleni Michailidou 1
Jacqueline Hollowood 1
Michael Pettitt 1
Sarah Sharples 1
Stefano Delle Monache 1
Xavier Boutillon 1
Amit Sawant 1
Steffi Beckhaus 1
Abdullah Bulbul 1
Luca Turchet 1
Roope Raisamo 1
Sarah King 1
Victor Vergara 1
Roberto Cesar-Jr 1
Andreas Bulling 1
Amin Abolhassani 1
Cristy Ho 1
Maud Marchal 1
Iksoo Lim 1
Joe Geigel 1
Simon Liversedge 1
Nicholaos Mourkoussis 1
Matthias Harders 1
De, Xu 1
Marco Vicentini 1
Hsinni Ho 1
Mandayam Srinivasan 1
Virginie Demulier 1
Hanni Kiiski 1
Anna Vilaro 1
Ana Pires 1
Ronald Berg 1
Andrea Van Doorn 1
Marcel Reinders 1
Emile Hendriks 1
Sebastian Pannasch 1
Terry Peters 1
Topi Kaaresoja 1
Fangmei Chen 1
Mike Chantler 1
Sangil Park 1
Tunç Aydın 1
Hubert Dinse 1
Martin Buss 1
Seungmoon Choi 1
Michael Tarr 1
Francesco Banterle 1
Lindsay Long 1
Justin Kern 1
Diego Gutierrez 1
John Hicks 1
Harald Frenz 1
Markus Lappe 1
Valentino Vargiu 1
Sølvi Ystad 1
Christina Dicke 1
Mingtian Zhao 1
Robert Van Liere 1
Duygu Cetegen 1
François Guimbretière 1
Yaqing Niu 1
Dirk Heylen 1
Edwin Lughofer 1
Eric Bachmann 1
Bernard Adelstein 1
Robert Ward 1
Michael Ingleby 1
Rayka Mohebbi 1
Mekides Abebe 1
Tania Pouli 1
Jacques Droulez 1
Kate Devlin 1
Harold Nefs 1
Junji Watanabe 1
Ross Whitaker 1
Yusuke Sugano 1
Insu Yu 1
J Kho 1
Michael Neff 1
Masataka Sawayama 1
Jennifer Hyde 1
Reza Shadmehr 1
Michael Curtis 1
Kristopher Blom 1
Georgios Marentakis 1
Victoria Eyharabide 1
Jean Martin 1
Xiaodan Zhuang 1
Adrian Chung 1
Panaioti 1
Timothy Goldsmith 1
Jean Gyss 1
Catherine Clarke 1
Thomas Aten 1
David McGookin 1
Naoyuki Takesue 1
Hideo Fujimoto 1
Robert Rohling 1
Jan Kautz 1
Weihua Xiong 1
Joan Llobera 1
Al Robinson 1
Andy Woods 1
Frances Martin 1
Karan Singh 1
Harri Ojanen 1
Jos Roerdink 1
Mario Urbina 1
Gineke Holt 1
Christian Linz 1
Rebekka Renner 1
Ralph Stelzer 1
Kamyar Abhari 1
Daniel Scherzer 1
Kerstin Ruhland 1
Tiantsong Ng 1
Reynold Bailey 1
Cindy Grimm 1
Joanna McHugh 1
Martin Čadík 1
Martin Tegenthoff 1
Jerome Pasquero 1
Vincent Lévesque 1
Oscar Anson 1
Sandy Irani 1
Martin Giese 1
Kathleen Turano 1
William Warren 1
Philip Fink 1
Cara Tigue 1
Catherine Reed 1
Lina Karam 1
Andrea Van Doorn 1
Ellen Winner 1
Michel Abdul-Massih 1
Mikko Kytö 1
Aleksi Makinen 1
Ilya Goldberg 1
Matthaeus Schumacher 1
Stefan Guthe 1
Simone Frintrop 1
Nicolas Bonneel 1
Rutger Rienks 1
Daniel Berger 1
Baptiste Caramiaux 1
Norbert Schnell 1
Claudio Pacchierotti 1
Yanfang Li 1
Masoodmehmood Khan 1
John Helliker 1
Rasmus Stenholt 1
George Koulieris 1
Wanqing Li 1
Tifanie Bouchara 1
Katherine Kuchenbecker 1
Lars Pettersson 1
Marilyn Walker 1
M To 1
Zeynep Yildiz 1
Paola Cesari 1
Jani Lylykangas 1
Veikko Surakka 1
Jan Koenderink 1
Vebjorn Ekroll 1
Agnieszka Szarkowska 1
Gianni Fenu 1
Lucio Spano 1
Micah Bojrab 1
Elmedin Selmanović 1
Adrien Merer 1
Richard Kronland-Martinet 1
Hannes Gamper 1
Tomasz Macura 1
Jennifer Veitch 1
Shahrul Badariah 1
Amitabh Varshney 1
James Walker 1
Henrik Christensen 1
Isabelle Viaud-Delmon 1
Ronald Poppe 1
Martin Schwaiger 1
Heinrich Bülthoff 1
Christine Ziemer 1
Benjamin Chihak 1
Roslizawaty Rosli 1
Timothy Hattenberger 1
Stephen Ellis 1
Minghui Tan 1
Guillaume Lavoué 1
Jean Martens 1
Michael Ashikhmin 1
Ingrid Heynderickx 1
Philip Ogunbona 1
Yoichi Sato 1
Kristian Nymoen 1
Tue Andersen 1
Stefan Seipel 1
Paris Stringfellow 1
Simon Dobbyn 1
Andrew Cox 1
Camille Goudeseune 1
Timothy Clausner 1
George Stetten 1
Paul Watters 1
James Alty 1
Yossi Zana 1
Dirk Neumann 1
Jason Jerald 1
Leo Gugerty 1
Cynthia Sahm 1
DoHyoung Shin 1
Andrew Beall 1
Fiona Rivera 1
Massimiliano Luca 1
Changmeng Liu 1
Nathan Sprague 1
Nathaniel Durlach 1
Tom Giraud 1
Elena Kokkinara 1
Rahul Chaudhari 1
Martin Breidt 1
Ahmet Akyüz 1
John Wann 1
Robert Albrecht 1
Mathias Müller 1
John Baxter 1
Sandrine Ribaupierre 1
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Caterina Ripamonti 1
Javier Romero 1
Nancy Pollard 1
Ali Israr 1
Peter Schwenkreis 1
Laron Walker 1
Scott Crittenden 1
Qi Wang 1
Carsten Dachsbacher 1
Tomohiro Amemiya 1
Sara Kiesler 1
Antti Oulasvirta 1
Miguel Alonso-Arevalo 1
Marc Rebillat 1
Christopher Healey 1
Yoren Gaffary 1
Kaihsiang Lin 1
Mohamed ElHelw 1
Peter Mitchell 1
Cheryl Hamilton 1
Karl Gegenfurtner 1
Matthieu Courgeon 1
Gabriel Robles-De-La-Torre 1
Akihito Sano 1
Ryo Kikuuwe 1
Phillip Dunston 1
Ethan Smith 1
David Jáuregui 1
Hong Bao 1
Giulio Ruffini 1
Lynette Jones 1
Brice Isableu 1
Evan Palmer 1
Fernando Gonzalez Perilli 1
Natalia Villalobos 1
Eckehard Steinbach 1
Jean Olives 1
Abhijit Narvekar 1
Christopher Peters 1
Boris Velichkovsky 1
Jens Helmert 1
Roy Eagleson 1
Sally Linkenauger 1
Jussi Hakala 1
Oliver Mattausch 1
Duncan Williams 1
Ian Daly 1
Michele Vicovaro 1
Michael Raschke 1
Peter Hancock 1
Robert Bobrow 1
Victoria Interrante 1
David Bull 1
Sarah Howlett 1
A Seward 1
Lars Omlor 1
Jan Koenderink 1
Patrick Foo 1
Russell Woods 1
Yang Li 1
Jukka Häkkinen 1
Songchun Zhu 1
Lorne Whitehead 1
Matthew Coxon 1
David Jacobs 1
Adam Anderson 1
Clara Suied 1
Nicholas Giudice 1
Richard Jacobs 1
Eric Hodgson 1
Frédéric Bevilacqua 1
Francisco González 1
Jean Lalonde 1
Guillaume Thibault 1
Subhasis Chaudhuri 1
Ville Pulkki 1
Laure Leroy 1
Alexander Jensenius 1
Juno Kim 1
April Ash 1
Mark Colton 1
Jan Kautz 1
Jorge Jimenez 1
Vaidehi Natu 1
Joseph Dunlop 1
Tiia Suomalainen 1
Melissa Burton 1
Brice Pollock 1
Eduardo Rubio 1
Bing Wu 1
Martti Juhola 1
Mounia Ziat 1
Mary Whitton 1
Hiromi Mochiyama 1
Shahram Payandeh 1
Kristen Macuga 1
James Marston 1
Pieter Seuntiens 1
Lydia Meesters 1
Jan Noyes 1
Daniel Feuereissen 1
Paul Reitsma 1
Sylvia Pont 1
Siyan Zhao 1
Rolf Bernhardt 1
Tobias Kalisch 1
Trevor Dobbins 1
Enrico Grosso 1
Laurent Itti 1
Manuele Bicego 1
Caroline Jay 1
Justine Grave 1
Ross Messing 1
Youngha Chang 1
Darren Cosker 1
Christopher Pagano 1
Stephen Bailey 1
Fernando Navarro 1
Henry Apfelbaum 1
Dominik Endres 1
Mahesh Subedar 1
Mikko Nuutinen 1
Sarah Morrison-Smith 1
Jenny Nissel 1
Mark Billinghurst 1
Koert Van Mensvoort 1
Peter Vos 1
Guy Newsham 1
Phil Watten 1
Luca Mion 1
Matthew Kyan 1
Volker Blanz 1
Gordon Legge 1
Robert Proctor 1
T Bianco 1
Brandon Pelfrey 1
Donald House 1
Miquel Feixas 1
Volkan Patoglu 1
Eunice Jun 1
Hunter Murphy 1
Pawan Sinha 1
Giovanni Poli 1
Louise O’hare 1
Paul Hibbard 1
Onkar Dabeer 1
Ferran Argelaguet 1
Jianhui Chen 1
Christian Theobalt 1
Jasminka Hasic 1
Elena Šikudová 1
Bing Li 1
Paolo Fiorini 1
Bernhard Spanlang 1
Hiroshi Yamaguchi 1
Joan Lopez-Moliner 1
Guangzhong Yang 1
James Mccrae 1
Niloy Mitra 1
Tomasz Szmidt 1
Timo Stich 1
Julianne Ayyad 1
Qiufeng Lin 1
Erik Steindecker 1
Ali Khan 1
Katja Zibrek 1
Eduardo Miranda 1
James Weaver 1
Charlie Frowd 1
Derek Carson 1
Dipinder Rekhi 1
Michal Haindl 1
Maarten Wijntjes 1
Jeffrey Cohn 1
Jill Lehman 1
Michael Wimmer 1
Robert Webster 1
Todd Murphy 1
Hendrik Van Veen 1
Robert Peters 1
Andrea Lagorio 1
Gavin Brelstaff 1
Mashhuda Glencross 1
Paul Rosin 1
Jan Fischer 1
Aditi Majumder 1
Daniel Ashmead 1
Sabarish Babu 1
Muqun Li 1
Lei Hao 1
Herbert Pick, 1
Lee Lichtenstein 1

Affiliation Paper Counts
Curtin University of Technology, Perth 1
Tata Institute of Fundamental Research 1
Korea Advanced Institute of Science & Technology 1
Centro de Investigacion Cientifica y de Educacion Superior de Ensenada 1
Laval University 1
Universite de Poitiers 1
LIMSI Laobratoire d'Informatique pour la Mecanique et les Sciences de l'Ingenieur 1
U.S. Army Research Laboratory 1
Universidad de la Republica 1
Laboratoire Traitement et Communication de l'Information 1
The University of North Carolina at Asheville 1
Microsoft Research Asia 1
Universite de Lyon 1
Aptima, Inc 1
York St John University 1
Complexite, Innovation, Activites Motrices et Sportives 1
Rhodes College 1
Loughborough University 1
Chalmers University of Technology 1
University of Essex 1
University of Siena 1
Northumbria University 1
Lawrence Technological University 1
Korea University 1
University of Minnesota System 1
Google Inc. 1
University of Pennsylvania 1
The University of Hong Kong 1
The University of North Carolina at Charlotte 1
University of Bonn 1
Utrecht University 1
University of Maine 1
Hong Kong Polytechnic University 1
Sabanci University 1
IBM Almaden Research Center 1
Washington University in St. Louis 1
HP Labs 1
Technical University of Darmstadt 1
BBN Technologies 1
University of Leeds 1
Ecole Polytechnique 1
University of Warsaw 1
Skidmore College 1
Kalamazoo College 1
University of Tasmania 1
University of Pittsburgh 1
Medical Research Council 1
Brandeis University 1
Institute of Fundamental Technological Research Pas Warsaw 1
National University of Singapore 1
University of Tubingen 1
Northern Michigan University 1
Helmholtz Research School 1
Florida Atlantic University 1
Institute of Automation Chinese Academy of Sciences 1
Celal Bayar University 1
Macquarie University 1
Harbin Institute of Technology 1
Texas A and M University 1
Royal Holloway University of London 1
University of Virginia 1
HRL Laboratories 1
University of Central Florida 1
University of Canberra 1
Fraunhofer Institute for Intelligent Analysis and Information Systems 1
University of Genoa 1
University of Southampton 1
Tsinghua University 1
Microsoft 1
University of Lincoln 1
Ecole Centrale de Nantes 1
Sejong University 1
Liverpool John Moores University 1
St. Louis University 1
Universite Paris Descartes 1
Ryerson University 1
University of Copenhagen 1
Santa Fe Institute 1
University of Gavle 1
University of California System 1
Center for Scientific Computing Finland 2
University of Munster 2
Institute for Infocomm Research, A-Star, Singapore 2
Sheridan College Institute of Technology and Advanced Learning 2
Arizona State University 2
NASA Ames Research Center 2
North Carolina State University 2
DePauw University 2
University of Groningen Medical Center 2
Fraunhofer Institute for Production Systems and Design Techology 2
University of California, Irvine 2
University of Sao Paulo 2
Dartmouth College 2
Brown University 2
INRIA Rhone-Alpes 2
Indian Institute of Technology, Bombay 2
University of California, Davis 2
LCPC Laboratoire Central des Ponts et Chaussees 2
Sandia National Laboratories 2
Bilkent University 2
University of Nottingham 2
Justus Liebig University Giessen 2
Heriot-Watt University 2
University of Birmingham 2
University of Canterbury 2
University of Durham 2
Beijing Jiaotong University 2
National Institute of Standards and Technology 2
University of Siegen 2
Osaka University 2
University of California, Santa Cruz 2
University of California, Berkeley 2
Catholic University of Leuven 2
The University of North Carolina at Chapel Hill 2
University of Tokyo 2
Swiss Federal Institute of Technology, Zurich 2
Charite - Universitatsmedizin Berlin 2
Stony Brook University 2
University of Oxford 2
University System of New Hampshire 2
University of Hamburg 2
University of Southern California 2
Ecole des Mines de Paris 2
Max Planck Institute for Intelligent Systems 2
Boston College 2
Ningbo University 2
University of Huddersfield 2
INRIA Sophia Antipolis 2
Profactor GmbH 2
Italian Institute of Technology 2
Uppsala University 3
Arizona State University Polytechnic Campus 3
Rice University 3
Colorado State University 3
University of Limerick 3
National Research Council Canada 3
Universitat de Girona 3
University of Groningen 3
Stanford University 3
INRIA Institut National de Rechereche en Informatique et en Automatique 3
IUAV University of Venice 3
Netherlands Organisation for Applied Scientific Research - TNO 3
Brandenburg University of Technology Cottbus 3
University of Twente 3
Johannes Kepler University Linz 3
Aalborg University 3
Universidad Autonoma de Barcelona 3
Lancaster University 3
University of Plymouth 3
University of Stirling 3
Bangor University 3
University of California, Los Angeles 3
University of Minnesota Twin Cities 3
University of Roma La Sapienza 3
Miami University Oxford 3
Swarthmore College 4
University of Montreal 4
University of Oslo 4
University of Zurich 4
Norwegian University of Science and Technology 4
Imperial College London 4
University of Bielefeld 4
Queen's University, Kingston 4
Michigan Technological University 4
University of Maryland 4
Technical University of Crete 4
Wright-Patterson AFB 4
Tokyo Institute of Technology 4
University of Social Sciences and Humanities 4
University of Cagliari 4
Hertie Institute for Clinical Brain Research 4
Aix Marseille Universite 4
Yale University 5
University of Sassari 5
The University of British Columbia 5
University of Ulm 5
University of Stuttgart 5
University of Toronto 5
National Institute on Aging 5
University of Sussex 5
Georgia Institute of Technology 5
Boston University 5
Cardiff University 5
Nagoya Institute of Technology 5
University of Nebraska - Lincoln 5
University of Rochester 5
University of New Hamsphire Durham 5
University of Illinois at Urbana-Champaign 6
University of Glasgow 6
Harvard Medical School 6
Technical University in Braunschweig 6
The University of Western Ontario 6
University of Wollongong 6
University of York 6
Simon Fraser University 6
University of Cambridge 6
University of New Mexico 6
University of Manchester 7
Iowa State University 7
Johns Hopkins University 7
Ruhr University of Bochum 7
University of Reading 7
Universidad de Zaragoza 7
Technical University of Dresden 7
University College London 7
University of Padua 8
Universitat de Barcelona 8
University of Texas at Dallas 8
The University of Warwick 8
Universite Paris-Sud XI 8
Nippon Telegraph & Telephone 8
Nokia 8
University of California, Santa Barbara 8
University of Verona 8
Delft University of Technology 9
Technical University of Munich 9
CNRS Centre National de la Recherche Scientifique 10
Massachusetts Institute of Technology 10
Texas State University-San Marcos 10
Vienna University of Technology 11
University of Tampere 12
Rochester Institute of Technology 13
University of Helsinki 13
York University Canada 13
Eindhoven University of Technology 14
Max Planck Institute for Informatics 16
University of Iowa 16
McGill University 18
Purdue University 19
Aalto University 19
Vanderbilt University 20
University of Bristol 20
Clemson University 25
Carnegie Mellon University 26
University of Utah 27
University of Dublin, Trinity College 37
Max Planck Institute for Biological Cybernetics 56

ACM Transactions on Applied Perception (TAP)
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