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2024 | ||
![]() | [88] Cogs: Controllable gaussian splatting , In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024. [bibtex] | |
![]() | [87] 4Real: Towards Photorealistic 4D Scene Generation via Video Diffusion Models , In arXiv preprint arXiv:2406.07472, 2024. [bibtex] | |
![]() | [86] GHOST: Grounded Human Motion Generation with Open Vocabulary Scene-and-Text Contexts , In arXiv preprint arXiv:2405.18438, 2024. [bibtex] | |
![]() | [85] Deep learning methods for single camera based clinical in-bed movement action recognition , In Image and Vision Computing, Elsevier, volume 143, 2024. [bibtex] | |
![]() | [84] LightSpeed: light and fast neural light fields on mobile devices , In Advances in Neural Information Processing Systems, volume 36, 2024. [bibtex] | |
![]() | [83] 3D-LFM: Lifting Foundation Model , In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024. [bibtex] | |
2023 | ||
![]() | [82] Image synthesis for personalized facial expression classification , Google Patents, 2023. (US Patent App. 17/392,077) [bibtex] | |
![]() | [81] Unsupervised Style-based Explicit 3D Face Reconstruction from Single Image , In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023. [bibtex] [pdf] | |
![]() | [80] DyLiN: Making Light Field Networks Dynamic , In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023. [bibtex] [pdf] | |
![]() | [79] CoNFies: Controllable Neural Face Avatars , In 2023 IEEE 17th International Conference on Automatic Face and Gesture Recognition (FG), 2023. [bibtex] [pdf] | |
![]() | [78] Flow supervision for Deformable NeRF , In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023. [bibtex] [pdf] | |
![]() | [77] Video-based Estimation of Blood Pressure , In , 2023. [bibtex] | |
![]() | [76] Chronic Ecological Assessment of Intracranial Neural Activity Synchronized to Disease-Relevant Behaviors in Obsessive-Compulsive Disorder , In Biological Psychiatry, Elsevier, volume 93, 2023. [bibtex] [pdf] | |
![]() | [75] Video-based Elevated Skin Temperature Detection , In IEEE Transactions on Biomedical Engineering, IEEE, 2023. [bibtex] [pdf] | |
![]() | [74] Zero-shot video question answering with procedural programs , In arXiv preprint arXiv:2312.00937, 2023. [bibtex] | |
![]() | [73] Multimodal Feature Selection for Detecting Mothers' Depression in Dyadic Interactions with their Adolescent Offspring , In 2023 IEEE 17th International Conference on Automatic Face and Gesture Recognition (FG), 2023. [bibtex] [pdf] | |
2022 | ||
![]() | [72] Computer Vision Systems and Methods for High-Fidelity Representation of Complex 3D Surfaces Using Deep Unsigned Distance Embeddings , Google Patents, 2022. (US Patent App. 17/534,849) [bibtex] | |
![]() | [71] Instantaneous physiological estimation using video transformers , Chapter in Multimodal AI in healthcare: A paradigm shift in health intelligence, Springer, 2022. [bibtex] [pdf] | |
![]() | [70] Camera-based Non-Contact Physiology Sensing , In 2022 10th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), 2022. [bibtex] [pdf] | |
![]() | [69] ID: 16509 Long-Term Ecological Assessment of Intracranial Electrophysiology Synchronized to Behavioral Markers in Obsessive-Compulsive Disorder , In Neuromodulation, Elsevier, volume 25, 2022. [bibtex] [pdf] | |
![]() | [68] Facial Expression Manipulation for Personalized Facial Action Estimation , In Frontiers in Signal Processing, Frontiers, volume 2, 2022. [bibtex] [pdf] | |
![]() | [67] MBW: Multi-view Bootstrapping in the Wild , In Advances in Neural Information Processing Systems, volume 35, 2022. [bibtex] [pdf] | |
2021 | ||
![]() | [66] Long-term ecological assessment of intracranial electrophysiology synchronized to behavioral markers in obsessive-compulsive disorder , In Nature medicine, Nature Publishing Group US New York, volume 27, 2021. [bibtex] [pdf] | |
![]() | [65] Facial Action Units and Head Dynamics in Longitudinal Interviews Reveal OCD and Depression severity and DBS Energy , In 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021), 2021. [bibtex] [pdf] | |
![]() | [64] 3D Human Pose, Shape and Texture from Low-Resolution Images and Videos , In IEEE Transactions on Pattern Analysis and Machine Intelligence, volume , 2021. [bibtex] [pdf] [doi] | |
![]() | [63] Synthetic Expressions are Better Than Real for Learning to Detect Facial Actions , In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2021. [bibtex] [pdf] | |
2020 | ||
![]() | [62] 3d human shape and pose from a single low-resolution image with self-supervised learning , In European Conference on Computer Vision, 2020. [bibtex] [pdf] | |
![]() | [61] DUDE: Deep Unsigned Distance Embeddings for Hi-Fidelity Representation of Complex 3D Surfaces , In arXiv preprint arXiv:2011.02570, 2020. [bibtex] [pdf] | |
![]() | [60] Spontaneous facial expression in unscripted social interactions can be measured automatically , Chapter in What the face reveals (3rd ed.) (P. Ekman & E. Rosenberg, ed.), Oxford University Press, 2020. [bibtex] [pdf] | |
![]() | [59] Crossing domains for au coding: Perspectives, approaches, and measures , In IEEE transactions on biometrics, behavior, and identity science, IEEE, volume 2, 2020. [bibtex] [pdf] | |
![]() | [58] Automated Detection of Optimal DBS Device Settings , In Companion Publication of the 2020 International Conference on Multimodal Interaction, 2020. [bibtex] [pdf] | |
2019 | ||
![]() | [57] Unmasking the Devil in the Details: What Works for Deep Facial Action Coding? , In 30th British Machine Vision Conference (BMVC 2019), 2019. [bibtex] [pdf] | |
![]() | [56] The 2nd 3D Face Alignment in the Wild Challenge (3DFAW-Video): Dense Reconstruction From Video , In Proceedings of the IEEE International Conference on Computer Vision Workshops, 2019. [bibtex] [pdf] | |
![]() | [55] PAttNet: Patch-attentive deep network for action unit detection , In 30th British Machine Vision Conference (BMVC 2019), 2019. [bibtex] [pdf] | |
![]() | [54] D-PAttNet: Dynamic patch-attentive deep network for action unit detection , In Frontiers in Computer Science, Frontiers, volume 1, 2019. [bibtex] [pdf] | |
![]() | [53] Cross-domain AU Detection: Domains, Learning Approaches, and Measures , In 2019 14th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG), 2019. [bibtex] [pdf] [poster] | |
![]() | [52] AFAR: A Deep Learning Based Tool for Automated Facial Affect Recognition , In 2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019), 2019. [bibtex] [pdf] | |
![]() | [51] Chapter 19 - Affective facial computing: Generalizability across domains , Chapter in Multimodal Behavior Analysis in the Wild (Xavier Alameda-Pineda, Elisa Ricci, Nicu Sebe, eds.), Academic Press, 2019. [bibtex] [pdf] | |
2018 | ||
![]() | [50] Recognizing Visual Signatures of Spontaneous Head Gestures , In 2018 IEEE Winter Conference on Applications of Computer Vision (WACV), 2018. [bibtex] [pdf] | |
![]() | [49] Brute-Force Facial Landmark Analysis With A 140,000-Way Classifier , In Proceedings of the 32nd AAAI Conference on Artificial Intelligence, 2018. [bibtex] [pdf] | |
![]() | [48] Modeling and synthesis of kinship patterns of facial expressions , In Image and Vision Computing, Elsevier, volume 79, 2018. [bibtex] [pdf] | |
![]() | [47] FACSCaps: Pose-Independent Facial Action Coding With Capsules , In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018. [bibtex] [pdf] | |
![]() | [46] Automated Affect Detection in Deep Brain Stimulation for Obsessive-Compulsive Disorder: A Pilot Study , In Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018. [bibtex] [pdf] | |
2017 | ||
![]() | [45] FERA 2017-Addressing Head Pose in the Third Facial Expression Recognition and Analysis Challenge , In 2017 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG), 2017. [bibtex] [pdf] | |
![]() | [44] Viewpoint-consistent 3D Face Alignment , In IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE, 2017. [bibtex] [pdf] | |
![]() | [43] Dense 3d face alignment from 2d video for real-time use , In Image and Vision Computing, Elsevier, volume 58, 2017. [bibtex] [pdf] [doi] | |
![]() | [42] Sayette Group Formation Task (GFT) Spontaneous Facial Expression Database , In 2017 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG), 2017. [bibtex] [pdf] | |
2016 | ||
![]() | [41] Personalization of Gaze Direction Estimation with Deep Learning , In Informatik 2016, 2016. [bibtex] [pdf] | |
![]() | [40] Deep Learning for Facial Action Unit Detection Under Large Head Poses , In 2014 European Conference on Computer Vision and Workshops(ECCVW), 2016. [bibtex] [pdf] | |
![]() | [39] Continuous Supervised Descent Method for Facial Landmark Localisation , In Asian Conference on Computer Vision (ACCV), 2016. [bibtex] [pdf] | |
![]() | [38] The First 3D Face Alignment in the Wild (3DFAW) Challenge , In 2014 European Conference on Computer Vision and Workshops(ECCVW), 2016. [bibtex] [pdf] | |
![]() | [37] Person-independent 3D Gaze Estimation using Face Frontalization , In Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016. [bibtex] [pdf] | |
2015 | ||
![]() | [36] Dense 3D Face Alignment from 2D Videos in Real-Time , In 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG), 2015. [bibtex] [pdf] [code] | |
![]() | [35] How much training data for facial action unit detection? , In 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG), 2015. [bibtex] [pdf] | |
2014 | ||
![]() | [34] Spatio-temporal Event Classification using Time-series Kernel based Structured Sparsity , In 2014 European Conference on Computer Vision (ECCV), 2014. [bibtex] [pdf] [supplement] [poster] [code] | |
![]() | [33] Spontaneous facial expression in unscripted social interactions can be measured automatically , In Behavior Research Methods, Springer US, 2014. [bibtex] [pdf] [doi] | |
2013 | ||
![]() | [32] Method and apparatus with deformable model fitting using high-precision approximation , European Patent, EP2672425A1, 2013. [bibtex] [pdf] | |
![]() | [31] Method and apparatus for locating features of an object using deformable models , European Patent, EP2672423A1, 2013. [bibtex] [pdf] | |
![]() | [30] Method and apparatus using adaptive face registration method with constrained local models and dynamic model switching , European Patent, EP2672424A1, 2013. [bibtex] [pdf] | |
![]() | [29] Towards entertaining and efficient educational games , In 2013 NIPS Workshop on Data Driven Education, 2013. [bibtex] [pdf] | |
![]() | [28] Emotional Expression Classification Using Time-Series Kernels , In 2013 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2013. [bibtex] [pdf] | |
![]() | [27] Continuous AU intensity estimation using localized, sparse facial feature space , In 2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG), 2013. [bibtex] [pdf] | |
![]() | [26] Facing Imbalanced Data--Recommendations for the Use of Performance Metrics , In 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction (ACII), 2013. [bibtex] [pdf] [poster] [code] | |
2012 | ||
![]() | [25] 3D shape estimation in video sequences provides high precision evaluation of facial expressions , In Image and Vision Computing, Elsevier, volume 30, 2012. [bibtex] [pdf] | |
![]() | [24] Robust Facial Expression Recognition Using Near Infrared Cameras , In Journal of Advanced Computational Intelligence and Intelligent Informatics, Fujipress, volume 16, 2012. [bibtex] [pdf] | |
![]() | [23] Study on Facial Expression Analysis based on 3D Deformable Model , PhD thesis, The University of Tokyo, 2012. [bibtex] | |
2011 | ||
![]() | [22] Using Conditional Random Fields to validate observations in a 4W1H paradigm , In 4th Conference on Human System Interaction (HSI), 2011. [bibtex] [pdf] | |
![]() | [21] 5W1H as a Human Activity Recognition Paradigm in the iSpace , In 8th Asian Control Conference (ASCC), 2011. [bibtex] [pdf] | |
![]() | [20] High Quality Facial Expression Recognition in Video Streams using Shape Related Information only , In 2011 IEEE International Conference on Computer Vision Workshops (ICCV Workshops), 2011. [bibtex] [pdf] | |
![]() | [19] Efficient, Pose Invariant Facial Emotion Classification using 3D Constrained Local Model and 2D Shape Information , In 2011 IEEE Computer Vision and Pattern Recognition Workshops (CVPR Workshops), 2011. [bibtex] [pdf] [poster] | |
2010 | ||
![]() | [18] Current Status of Intelligent Space , In Journal of Measurement Science and Instrumentation, volume 01, 2010. [bibtex] [pdf] | |
![]() | [17] Recognizing Facial Expressions in the Intelligent Space , In The 2010 International Symposium on Intelligent Systems (iFAN), 2010. [bibtex] | |
![]() | [16] Safe Robot Controlling System using the iSpace Environment , In 10th University of Tokyo - Seoul National University Joint Seminar on Electrical Engineering, 2010. [bibtex] | |
![]() | [15] Facial Expression Recognition using Near Infrared Cameras , In 1st International Workshop on Cognitive Infocommunications (CogInfoCom), 2010. [bibtex] | |
![]() | [14] Verified Mobile Code Repository Simulator for the Intelligent Space , In 8th International Conference on Applied Informatics (ICAI), 2010. [bibtex] | |
2009 | ||
![]() | [13] Image based Automatic Object Localisation in iSpace Environment , In 10th International Symposium of Hungarian Researchers on Computational Intelligence and Informatics (CINTI), 2009. [bibtex] [pdf] | |
![]() | [12] Safe Mobile Robot Control in the iSpace Environment , In 9th IFAC Symposium on Robot Control (SYROCO), 2009. [bibtex] | |
![]() | [11] Adaptive, safe mobile robot programming in the Intelligent Space , In 2nd IEEE International Conference on Human System Interaction (HSI), 2009. [bibtex] [pdf] | |
2008 | ||
![]() | [10] InfoMax Bayesian Learning of the Furuta Pendulum , In Acta Cybernetica, volume 18, 2008. [bibtex] [pdf] | |
![]() | [9] Verified Mobile Code Repository in the Intelligent Space , In 6th Conference of PhD Students in Computer Science (CSCS), 2008. [bibtex] | |
![]() | [8] 実環境における移動ロボットナビゲーションシステムの研究開発 , In 第9回計測自動制御学会システムインテグレーション部門講演会(SI2008), 2008. [bibtex] | |
![]() | [7] Robot Navigation Framework Based on Reinforcement Learning for Intelligent Space , In 1st IEEE International Conference on Human System Interaction (HSI), 2008. [bibtex] [pdf] | |
2007 | ||
![]() | [6] Safe Mobile Code in the Intelligent Space , In 2nd Symposium of Young Researchers on Intelligent Systems (IRFIX), 2007. [bibtex] | |
![]() | [5] Hierarchical Reinforcement Learning for Mobile Robot Navigation using the iSpace Concept , In 11th IEEE International Conference on Intelligent Engineering Systems (INES), 2007. [bibtex] [pdf] | |
![]() | [4] Rendering Subdivision Surfaces Efficiently on the GPU , In 4th Hungarian Conference on Computer Graphics and Geometry, 2007. [bibtex] [pdf] | |
2006 | ||
![]() | [3] Mobile Agent Control in Intelligent Space using Reinforcement Learning , In International Symposium of Hungarian Researchers on Computational Intelligence (HUCI), 2006. [bibtex] [pdf] | |
2005 | ||
![]() | [2] Real-time dual paraboloid shadow mapping , National Scientific Conference of Students (OTDK 2005), Section of Computer Graphics (1st place), 2005. [bibtex] | |
2004 | ||
![]() | [1] Artificial Intelligence Techniques used in the Game of Go , Master's thesis, Eötvös Loránd University, 2004. [bibtex] |