Idiap Publications - Public RSS - Aigaion 2.0 Idiap Publications - Public RSS - Aigaion 2.0 http://publications.idiap.ch/index.php Aigaion.nl Cross-Eyed 2017: Cross-Spectral Iris/Periocular Recognition Competition. Sequeira, Ana, Chen, Lulu, Ferryman, James, Wild, Peter, Alonso-Fernandez, Fernando, Bigun, Joseff, Raja, Kiran B., Raghavendra, R., Busch, Christoph, de Freitas Pereira, Tiago, Marcel, Sébastien, Behera, Sushree Sangeeta, Gour, Mahesh and Kanhangad, Vivek: "Cross-Eyed 2017: Cross-Spectral Iris/Periocular Recognition Competition." http://publications.idiap.ch/index.php/publications/show/3797 A Poisson regression approach to model monthly hail occurrence in Northern Switzerland using large-scale environmental variables Madonna, Erica, Ginsbourger, David and Martius, Olivia: "A Poisson regression approach to model monthly hail occurrence in Northern Switzerland using large-scale environmental variables" http://publications.idiap.ch/index.php/publications/show/3796 Theories and Models of Teams and Group Reiter-Palmon, R., Sinha, T., Gevers, J., Odobez, Jean-Marc and Volpe, G.: "Theories and Models of Teams and Group" http://publications.idiap.ch/index.php/publications/show/3795 SMILE Swiss German Sign Language Dataset Ebling, Sarah, Camgoz, Necati Cihan, Boyes Braem, Penny, Tissi, Katja, Sidler-Miserez, Sandra, Stoll, Stephanie, Hadfield, Simon, Haug, Tobias, Bowden, Richard, Tornay, Sandrine, Razavi, Marzieh and Magimai.-Doss, Mathew: "SMILE Swiss German Sign Language Dataset" http://publications.idiap.ch/index.php/publications/show/3794 On Effectiveness of Anomaly Detection Approaches against Unseen Presentation Attacks in Face Anti-Spoofing Nikisins, Olegs, Mohammadi, Amir, Anjos, André and Marcel, Sébastien: "On Effectiveness of Anomaly Detection Approaches against Unseen Presentation Attacks in Face Anti-Spoofing" http://publications.idiap.ch/index.php/publications/show/3793 Active Online Anomaly Detection using Dirichlet Process Mixture Model and Gaussian Process Classification Varadarajan, Jagannadan, Subramanian, R, Ahuja, Narendra, Moulin, Pierre and Odobez, Jean-Marc: "Active Online Anomaly Detection using Dirichlet Process Mixture Model and Gaussian Process Classification" http://publications.idiap.ch/index.php/publications/show/3792 Towards a breakthrough Speaker Identification approach for Law Enforcement Agencies: SIIP Khelif, Khaled, yann Mombrun, Backfried, Gerhard, Sahito, Farhan, Scarpatto, Luca, Motlicek, Petr, Kelly, Damien, Hazzani, Gideon and Chatzigavriil, Emmanouil: "Towards a breakthrough Speaker Identification approach for Law Enforcement Agencies: SIIP" http://publications.idiap.ch/index.php/publications/show/3783 Spoofing Deep Face Recognition with Custom Flexible Masks Bhattacharjee, Sushil, Mohammadi, Amir and Marcel, Sébastien: "Spoofing Deep Face Recognition with Custom Flexible Masks" http://publications.idiap.ch/index.php/publications/show/3780 On the Use of Convolutional Neural Networks for Speech Presentation Attack Detection Korshunov, Pavel, Goncalves, Andreé R., Violato, Ricardo P. V., Simões, Flávio O. and Marcel, Sébastien: "On the Use of Convolutional Neural Networks for Speech Presentation Attack Detection" http://publications.idiap.ch/index.php/publications/show/3779 A Competition on Generalized Software-based Face Presentation Attack Detection in Mobile Scenarios Boulkenafet, Z., Komulainen, J., Akhtar, Z., Benlamoudi, A., Bekhouche, SE., Dornaika, F., Ouafi, A., Mohammadi, Amir, Bhattacharjee, Sushil and Marcel, Sébastien: "A Competition on Generalized Software-based Face Presentation Attack Detection in Mobile Scenarios" http://publications.idiap.ch/index.php/publications/show/3778 A Competition on Generalized Software-based Face Presentation Attack Detection in Mobile Scenarios Boulkenafet, Z., Komulainen, J., Akhtar, Z., Benlamoudi, A., Bekhouche, SE., Dornaika, F., Ouafi, A., Mohammadi, Amir, Bhattacharjee, Sushil and Marcel, Sébastien: "A Competition on Generalized Software-based Face Presentation Attack Detection in Mobile Scenarios" http://publications.idiap.ch/index.php/publications/show/3777 Deep Multi-Camera People Detection Chavdarova, Tatjana and Fleuret, Francois: "Deep Multi-Camera People Detection" http://publications.idiap.ch/index.php/publications/show/3775 K-Medoids For K-Means Seeding Newling, James and Fleuret, Francois: "K-Medoids For K-Means Seeding" http://publications.idiap.ch/index.php/publications/show/3774 Social Scene Understanding: End-to-End Multi-Person Action Localization and Collective Activity Recognition Bagautdinov, Timur, Alahi, Alexandre, Fleuret, Francois, Fua, Pascal and Savarese, Sylvio: "Social Scene Understanding: End-to-End Multi-Person Action Localization and Collective Activity Recognition" http://publications.idiap.ch/index.php/publications/show/3773 Multi-Modal Mean-Fields via Cardinality-Based Clamping Baqué, Pierre, Fleuret, Francois and Fua, Pascal: "Multi-Modal Mean-Fields via Cardinality-Based Clamping" http://publications.idiap.ch/index.php/publications/show/3772 Boosted Exudate Segmentation in Retinal Images using Residual Nets Abbasi-Sureshjani, Samaneh, Dasht Bozorg, Behdad, ter Haar Romeny, Bart and Fleuret, Francois: "Boosted Exudate Segmentation in Retinal Images using Residual Nets" http://publications.idiap.ch/index.php/publications/show/3771 Geometric calibration of Colour and Stereo Surface Imaging System of {ESA}'s {T}race {G}as {O}rbiter Tulyakov, Stepan, Ivanov, Anton, Thomas, Nicolas, Roloff, Victoria, Pommerol, Antoine, Cremonese, Grabriele, Weigel, Thomas and Fleuret, Francois: "Geometric calibration of Colour and Stereo Surface Imaging System of {ESA}'s {T}race {G}as {O}rbiter" http://publications.idiap.ch/index.php/publications/show/3770 Non-Markovian Globally Consistent Multi-Object Tracking Maksai, Andrii, Wang, Xinchao, Fleuret, Francois and Fua, Pascal: "Non-Markovian Globally Consistent Multi-Object Tracking" http://publications.idiap.ch/index.php/publications/show/3769 Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection Baqué, Pierre, Fleuret, Francois and Fua, Pascal: "Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection" http://publications.idiap.ch/index.php/publications/show/3768 Weakly Supervised Learning of Deep Metrics for Stereo Reconstruction Tulyakov, Stepan, Ivanov, Anton and Fleuret, Francois: "Weakly Supervised Learning of Deep Metrics for Stereo Reconstruction" http://publications.idiap.ch/index.php/publications/show/3767 Exploratory Study on Direct Prediction of Diabetes using Deep Residual Networks Abbasi-Sureshjani, Samaneh, Dasht Bozorg, Behdad, ter Haar Romeny, Bart and Fleuret, Francois: "Exploratory Study on Direct Prediction of Diabetes using Deep Residual Networks" http://publications.idiap.ch/index.php/publications/show/3766 INTRA-CLASS COVARIANCE ADAPTATION IN PLDA BACK-ENDS FOR SPEAKER VERIFICATION Madikeri, Srikanth, Ferras, Marc, Motlicek, Petr and Dey, Subhadeep: "INTRA-CLASS COVARIANCE ADAPTATION IN PLDA BACK-ENDS FOR SPEAKER VERIFICATION" http://publications.idiap.ch/index.php/publications/show/3762 Towards Weakly Supervised Acoustic Subword Unit Discovery and Lexicon Development Using Hidden Markov Models Razavi, Marzieh, Rasipuram, Ramya and Magimai.-Doss, Mathew: "Towards Weakly Supervised Acoustic Subword Unit Discovery and Lexicon Development Using Hidden Markov Models" http://publications.idiap.ch/index.php/publications/show/3761 The SUMMA Platform Prototype Liepins, Renars and et al.: "The SUMMA Platform Prototype" http://publications.idiap.ch/index.php/publications/show/3759 Intonation modelling using a muscle model and perceptually weighted matching pursuit Honnet, Pierre-Edouard, Gerazov, Branislav, Gjoreski, Aleksandar and Garner, Philip N.: "Intonation modelling using a muscle model and perceptually weighted matching pursuit" http://publications.idiap.ch/index.php/publications/show/3758 Check Out This Place: Inferring Ambiance from Airbnb Photos Nguyen, Laurent Son, Ruiz-Correa, Salvador, Schmid Mast, Marianne and Gatica-Perez, Daniel: "Check Out This Place: Inferring Ambiance from Airbnb Photos" http://publications.idiap.ch/index.php/publications/show/3755 #Healthy #Fondue #Dinner: Analysis and Inference of Food and Drink Consumption Patterns on Instagram Thanh, Trung Phan and Gatica-Perez, Daniel: "#Healthy #Fondue #Dinner: Analysis and Inference of Food and Drink Consumption Patterns on Instagram" http://publications.idiap.ch/index.php/publications/show/3753 Development of the Geographical Proportional-to-size Street-Intercept Sampling (GPSIS) method for recruiting urban nightlife-goers in an entire city Labhart, Florian, Tarsetti, Flavio, Bornet, Olivier, Santani, Darshan, Truong, Jasmine, Landolt, Sara, Gatica-Perez, Daniel and Kuntsche, Emmanuel: "Development of the Geographical Proportional-to-size Street-Intercept Sampling (GPSIS) method for recruiting urban nightlife-goers in an entire city" http://publications.idiap.ch/index.php/publications/show/3752 Examining Linguistic Content and Skill Impression Structure for Job Interview Analytics in Hospitality Muralidhar, Skanda and Gatica-Perez, Daniel: "Examining Linguistic Content and Skill Impression Structure for Job Interview Analytics in Hospitality" http://publications.idiap.ch/index.php/publications/show/3750 Learning Autonomous Behaviours for the Body of a Flexible Surgical Robot Bruno, D., Calinon, S. and Caldwell, D. G.: "Learning Autonomous Behaviours for the Body of a Flexible Surgical Robot" http://publications.idiap.ch/index.php/publications/show/3746 Robot Learning with Task-Parameterized Generative Models Calinon, S.: "Robot Learning with Task-Parameterized Generative Models" http://publications.idiap.ch/index.php/publications/show/3745 Supervisory teleoperation with online learning and optimal control Havoutis, I. and Calinon, S.: "Supervisory teleoperation with online learning and optimal control" http://publications.idiap.ch/index.php/publications/show/3744 Trajectory and Foothold Optimization using Low-Dimensional Models for Rough Terrain Locomotion Mastalli, C., Focchi, M., Havoutis, I., Radulescu, A., Calinon, S., Buchli, J., Caldwell, D. G. and Semini, C.: "Trajectory and Foothold Optimization using Low-Dimensional Models for Rough Terrain Locomotion" http://publications.idiap.ch/index.php/publications/show/3743 Learning Task-Space Synergies using Riemannian Geometry Zeestraten, M., Havoutis, I., Calinon, S. and Caldwell, D. G.: "Learning Task-Space Synergies using Riemannian Geometry" http://publications.idiap.ch/index.php/publications/show/3742 Generating Calligraphic Trajectories with Model Predictive Control Berio, D., Calinon, S. and Leymarie, F. F.: "Generating Calligraphic Trajectories with Model Predictive Control" http://publications.idiap.ch/index.php/publications/show/3741 Dynamic Graffiti Stylisation with Stochastic Optimal Control Berio, D., Calinon, S. and Leymarie, F. F.: "Dynamic Graffiti Stylisation with Stochastic Optimal Control" http://publications.idiap.ch/index.php/publications/show/3740 Machine Learning of Controller Command Prediction Models from Recorded Radar Data and Controller Speech Utterances Kleinert, Matthias, Helmke, Hartmut, Siol, Gerald, Ehr, heiko, Finke, Michael, Oualil, Youssef and Srinivasamurthy, Ajay: "Machine Learning of Controller Command Prediction Models from Recorded Radar Data and Controller Speech Utterances" http://publications.idiap.ch/index.php/publications/show/3734 Visual Analysis of Maya Glyphs via Crowdsourcing and Deep Learning Can, Gulcan: "Visual Analysis of Maya Glyphs via Crowdsourcing and Deep Learning" http://publications.idiap.ch/index.php/publications/show/3732 Deeply Vulnerable -- a study of the robustness of face recognition to presentation attacks Mohammadi, Amir, Bhattacharjee, Sushil and Marcel, Sébastien: "Deeply Vulnerable -- a study of the robustness of face recognition to presentation attacks" http://publications.idiap.ch/index.php/publications/show/3731 Planification adaptative d'expériences numériques par paquets en contexte non stationnaire pour une étude de fissuration mécanique Marmin, Sébastien, Baccou, Jean, Perales, Frédéric, Ginsbourger, David and Liandrat, Jacques: "Planification adaptative d'expériences numériques par paquets en contexte non stationnaire pour une étude de fissuration mécanique" http://publications.idiap.ch/index.php/publications/show/3730 Non-parametric warping via local scale estimation for non-stationary Gaussian process modelling Marmin, Sébastien, Baccou, Jean, Liandrat, Jacques and Ginsbourger, David: "Non-parametric warping via local scale estimation for non-stationary Gaussian process modelling" http://publications.idiap.ch/index.php/publications/show/3729 Towards directly modeling raw speech signal for speaker verification using CNNs Muckenhirn, Hannah, Magimai.-Doss, Mathew and Marcel, Sébastien: "Towards directly modeling raw speech signal for speaker verification using CNNs" http://publications.idiap.ch/index.php/publications/show/3728 Towards a breakthrough speaker identification approach for law enforcement agencies Khelif, Khaled, yann Mombrun, Motlicek, Petr, Backfried, Gerhard, Kelly, Damien, Sahito, Farhan, Hazzani, Gideon, Scarpatto, Luca and Chatzigavriil, Emmanouil: "Towards a breakthrough speaker identification approach for law enforcement agencies" http://publications.idiap.ch/index.php/publications/show/3726 Estimating orthant probabilities of high dimensional Gaussian vectors with an application to set estimation Azzimonti, Dario and Ginsbourger, David: "Estimating orthant probabilities of high dimensional Gaussian vectors with an application to set estimation" http://publications.idiap.ch/index.php/publications/show/3724 On uncertainty quantification in hydrogeology and hydrogeophysics Linde, Niklas, Ginsbourger, David, Iriving, James, Nobile, Fabio and Doucet, Arnaud: "On uncertainty quantification in hydrogeology and hydrogeophysics" http://publications.idiap.ch/index.php/publications/show/3722 Towards Quantifying the Entropy of Fingervein Patterns across Different Feature Extractors Krivokuca, Vedrana and Marcel, Sébastien: "Towards Quantifying the Entropy of Fingervein Patterns across Different Feature Extractors" http://publications.idiap.ch/index.php/publications/show/3721 NASAL SPEECH SOUNDS DETECTION USING CONNECTIONIST TEMPORAL CLASSIFICATION Cernak, Milos and Tong, Sibo: "NASAL SPEECH SOUNDS DETECTION USING CONNECTIONIST TEMPORAL CLASSIFICATION" http://publications.idiap.ch/index.php/publications/show/3720 Combining Electromyography and Tactile Myography to Improve Hand and Wrist Activity Detection in Prostheses Jaquier, N., Connan, M., Castellini, C. and Calinon, S.: "Combining Electromyography and Tactile Myography to Improve Hand and Wrist Activity Detection in Prostheses" http://publications.idiap.ch/index.php/publications/show/3716 On Job Training: Automated Interpersonal Behavior Assessment & Real-Time Feedback Muralidhar, Skanda: "On Job Training: Automated Interpersonal Behavior Assessment & Real-Time Feedback" http://publications.idiap.ch/index.php/publications/show/3715 Bites'n'Bits: Inferring Eating Behavior from Contextual Mobile Data Biel, Joan-Isaac, Martin, Nathalie, Labbe, David and Gatica-Perez, Daniel: "Bites'n'Bits: Inferring Eating Behavior from Contextual Mobile Data" http://publications.idiap.ch/index.php/publications/show/3714