Idiap Publications - Public RSS - Aigaion 2.0 Idiap Publications - Public RSS - Aigaion 2.0 http://publications.idiap.ch/index.php Aigaion.nl Geometry-aware Tracking of Manipulability Ellipsoids Jaquier, N., Rozo, L., Caldwell, D. G. and Calinon, S.: "Geometry-aware Tracking of Manipulability Ellipsoids" http://publications.idiap.ch/index.php/publications/show/3843 How to Tell Ancient Signs Apart? Recognizing and Visualizing Maya Glyphs with CNNs Can, Gulcan, Odobez, Jean-Marc and Gatica-Perez, Daniel: "How to Tell Ancient Signs Apart? Recognizing and Visualizing Maya Glyphs with CNNs" http://publications.idiap.ch/index.php/publications/show/3840 Warped Gaussian processes and derivative-based sequential design for functions with heterogeneous variations Marmin, Sébastien, Ginsbourger, David, Baccou, Jean and Liandrat, Jacques: "Warped Gaussian processes and derivative-based sequential design for functions with heterogeneous variations" http://publications.idiap.ch/index.php/publications/show/3839 Ambiance in Social Media Venues: Visual Cue Interpretation by Machines and Crowds Can, Gulcan, Benkhedda, Yassir and Gatica-Perez, Daniel: "Ambiance in Social Media Venues: Visual Cue Interpretation by Machines and Crowds" http://publications.idiap.ch/index.php/publications/show/3838 DNN based speaker embedding using content information for text-dependent speaker verification Dey, Subhadeep, Koshinaka, Takafumi, Motlicek, Petr and Madikeri, Srikanth: "DNN based speaker embedding using content information for text-dependent speaker verification" http://publications.idiap.ch/index.php/publications/show/3837 Implementing gender-dependent vowel-level analysis for boosting speech-based depression recognition Vlasenko, Bogdan, Sagha, Hesam, Cummins, Nicholas and Schuller, Björn: "Implementing gender-dependent vowel-level analysis for boosting speech-based depression recognition" http://publications.idiap.ch/index.php/publications/show/3836 Fast cross-correlation based wrist vein recognition algorithm with rotation and translation compensation Nikisins, Olegs, Eglitis, Teodors, Anjos, André and Marcel, Sébastien: "Fast cross-correlation based wrist vein recognition algorithm with rotation and translation compensation" http://publications.idiap.ch/index.php/publications/show/3835 Sparse Subspace Modeling for Query by Example Spoken Term Detection Ram, Dhananjay, Asaei, Afsaneh and Bourlard, Hervé: "Sparse Subspace Modeling for Query by Example Spoken Term Detection" http://publications.idiap.ch/index.php/publications/show/3832 Joining high-level symbolic planning with low-level motion primitives in adaptive HRI: application to dressing assistance Canal, G., Pignat, E., Alenya, G., Calinon, S. and Torras, C.: "Joining high-level symbolic planning with low-level motion primitives in adaptive HRI: application to dressing assistance" http://publications.idiap.ch/index.php/publications/show/3831 Local Affine Approximations for Improving Knowledge Transfer Srinivas, Suraj and Fleuret, Francois: "Local Affine Approximations for Improving Knowledge Transfer" http://publications.idiap.ch/index.php/publications/show/3828 WILDTRACK: A Multi-camera HD Dataset for Dense Unscripted Pedestrian Detection Chavdarova, Tatjana, Baqué, Pierre, Maksai, Andrii, Bouquet, Stéphane, Jose, Cijo, Lettry, Louis, Fleuret, Francois, Fua, Pascal and Gool, Luc Van: "WILDTRACK: A Multi-camera HD Dataset for Dense Unscripted Pedestrian Detection" http://publications.idiap.ch/index.php/publications/show/3827 Knowledge Transfer with Jacobian Matching Srinivas, Suraj and Fleuret, Francois: "Knowledge Transfer with Jacobian Matching" http://publications.idiap.ch/index.php/publications/show/3826 SGAN: An Alternative Training of Generative Adversarial Networks Chavdarova, Tatjana and Fleuret, Francois: "SGAN: An Alternative Training of Generative Adversarial Networks" http://publications.idiap.ch/index.php/publications/show/3825 Implémentation d’un algorithme de réduction de taille des réseaux de neurones Marelli, François: "Implémentation d’un algorithme de réduction de taille des réseaux de neurones" http://publications.idiap.ch/index.php/publications/show/3824 Sequential Design of Computer Experiments Ginsbourger, David: "Sequential Design of Computer Experiments" http://publications.idiap.ch/index.php/publications/show/3823 Analysis of Eigenvalue Decomposition-Based Late Reverberation Power Spectral Density Estimation Kodrasi, Ina and Doclo, Simon: "Analysis of Eigenvalue Decomposition-Based Late Reverberation Power Spectral Density Estimation" http://publications.idiap.ch/index.php/publications/show/3817 COMPLEXITY REDUCTION OF EIGENVALUE DECOMPOSITION-BASED DIFFUSE POWER SPECTRAL DENSITY ESTIMATORS USING THE POWER METHOD Tammen, Marvin, Kodrasi, Ina and Doclo, Simon: "COMPLEXITY REDUCTION OF EIGENVALUE DECOMPOSITION-BASED DIFFUSE POWER SPECTRAL DENSITY ESTIMATORS USING THE POWER METHOD" http://publications.idiap.ch/index.php/publications/show/3816 JOINT LATE REVERBERATION AND NOISE POWER SPECTRAL DENSITY ESTIMATION IN A SPATIALLY HOMOGENEOUS NOISE FIELD Kodrasi, Ina and Doclo, Simon: "JOINT LATE REVERBERATION AND NOISE POWER SPECTRAL DENSITY ESTIMATION IN A SPATIALLY HOMOGENEOUS NOISE FIELD" http://publications.idiap.ch/index.php/publications/show/3815 Self-Attentive Residual Decoder for Neural Machine Translation Miculicich Werlen, Lesly, Pappas, Nikolaos, Ram, Dhananjay and Popescu-Belis, Andrei: "Self-Attentive Residual Decoder for Neural Machine Translation" http://publications.idiap.ch/index.php/publications/show/3813 Improving the control of prosthetic hands with tactile sensing Jaquier, N. and Calinon, S.: "Improving the control of prosthetic hands with tactile sensing" http://publications.idiap.ch/index.php/publications/show/3812 Learning embeddings: efficient algorithms and applications Jose, Cijo: "Learning embeddings: efficient algorithms and applications" http://publications.idiap.ch/index.php/publications/show/3811 Novel Algorithms for Clustering Newling, James: "Novel Algorithms for Clustering" http://publications.idiap.ch/index.php/publications/show/3810 Deep Neural Networks for Multiple Speaker Detection and Localization He, Weipeng, Motlicek, Petr and Odobez, Jean-Marc: "Deep Neural Networks for Multiple Speaker Detection and Localization" http://publications.idiap.ch/index.php/publications/show/3808 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/3807 NASAL SPEECH SOUNDS DETECTION USING CONNECTIONIST TEMPORAL Cernak, Milos and Tong, Sibo: "NASAL SPEECH SOUNDS DETECTION USING CONNECTIONIST TEMPORAL" http://publications.idiap.ch/index.php/publications/show/3803 Generative Models for Learning Robot Manipulation Skills from Humans Tanwani, Ajay Kumar: "Generative Models for Learning Robot Manipulation Skills from Humans" http://publications.idiap.ch/index.php/publications/show/3802 DrinkSense: Characterizing Youth Drinking Behavior using Smartphones Santani, Darshan, Do, Trinh-Minh-Tri, Labhart, Florian, Landolt, Sara, Kuntsche, Emmanuel and Gatica-Perez, Daniel: "DrinkSense: Characterizing Youth Drinking Behavior using Smartphones" http://publications.idiap.ch/index.php/publications/show/3799 Cross-Eyed 2017: Cross-Spectral Iris/Periocular Recognition Competition. Sequeira, Ana, Chen, Lulu, Ferryman, James, Wild, Peter, Alonso-Fernandez, Fernando, Bigün, Josef, 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, Chatzigavriil, Emmanouil and Madikeri, Srikanth: "Towards a breakthrough Speaker Identification approach for Law Enforcement Agencies: SIIP" http://publications.idiap.ch/index.php/publications/show/3783 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/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 DNN based speaker embedding using content information for text-dependent speaker verification Dey, Subhadeep, Koshinaka, Takafumi, Motlicek, Petr and Madikeri, Srikanth: "DNN based speaker embedding using content information for text-dependent speaker verification" http://publications.idiap.ch/index.php/publications/show/3760 The SUMMA Platform Prototype Liepins, Renars and et al.: "The SUMMA Platform Prototype" http://publications.idiap.ch/index.php/publications/show/3759