| 2025 | ICASSP | Power in Unity: Combining in-Domain and out-of-Domain Pre-Training Strategies for EEG-Based Person Identification. | Christos Garoufis, Marios Glytsos, Ioanna Chourdaki, Panagiotis Paraskevas Filntisis, Petros Maragos |
| 2025 | ICCV | Only-Style: Stylistic Consistency in Image Generation without Content Leakage. | Tilemachos Aravanis, Panayiotis Paraskevas Filntisis, Petros Maragos, George Retsinas |
| 2025 | ICCV | Seeing in 2D, Thinking in 3D: 3D Hand Mesh-Guided Feature Learning for Continuous Fingerspelling. | Katerina Papadimitriou, Panayiotis Paraskevas Filntisis, George Retsinas, Gerasimos Potamianos, Petros Maragos |
| 2025 | ICCV | Multi-Task Learning for Joint Action and Gesture Recognition. | Konstantinos Spathis, Nikolaos Kardaris, Petros Maragos |
| 2025 | ICRA | Towards Open-Ended Robotic Exploration Using Vision-Inspired Similarity and Foundation Models. | Panagiotis Paraskevas Filntisis, Efthymios Tsaprazlis, Paraskevas Oikonomou, Francesco Mattioli, Vieri Giuliano Santucci, George Retsinas, Petros Maragos |
| 2025 | ICRA | Proactive Tactile Exploration for Object-Agnostic Shape Reconstruction from Minimal Visual Priors. | Paris Oikonomou, George Retsinas, Petros Maragos, Costas S. Tzafestas |
| 2025 | IROS | Category-Level 6D Object Pose Estimation in Agricultural Settings Using a Lattice-Deformation Framework and Diffusion-Augmented Synthetic Data. | Marios Glytsos, Panagiotis Paraskevas Filntisis, George Retsinas, Petros Maragos |
| 2025 | IVA | Text-to-Sign Language Production via Intermediate Skeletal Representations using Transformers and Neural Rendering. | Chrysa Pratikaki, Stavroula-Evita Fotinea, Eleni Efthimiou, Panagiotis Paraskevas Filntisis, Anastasios Roussos, Petros Maragos |
| 2024 | CVPR | 3D Facial Expressions through Analysis-by-Neural-Synthesis. | George Retsinas, Panagiotis Paraskevas Filntisis, Radek Danecek, Victoria Fernndez Abrevaya, Anastasios Roussos, Timo Bolkart, Petros Maragos |
| 2024 | ICASSP | Augmenting Transformer Autoencoders with Phenotype Classification for Robust Detection of Psychotic Relapses. | Niki Efthymiou, George Retsinas, Panagiotis Paraskevas Filntisis, Petros Maragos |
| 2024 | ICASSP | The 2nd E-Prevention Challenge: Psychotic and Non-Psychotic Relapse Detection Using Wearable-Based Digital Phenotyping. | Panagiotis Paraskevas Filntisis, Niki Efthymiou, George Retsinas, Athanasia Zlatintsi, Christos Garoufis, Thomas Sounapoglou, Panayotis Tsanakas, Nikolaos Smyrnis, Petros Maragos |
| 2024 | ICASSP | Matrix Factorization in Tropical and Mixed Tropical-Linear Algebras. | Ioannis Kordonis, Emmanouil Theodosis, George Retsinas, Petros Maragos |
| 2024 | IROS | SDPL-SLAM: Introducing Lines in Dynamic Visual SLAM and Multi-Object Tracking. | Argyris Manetas, Panagiotis Mermigkas, Petros Maragos |
| 2024 | WACV | OVeNet: Offset Vector Network for Semantic Segmentation. | Stamatis Alexandropoulos, Christos Sakaridis, Petros Maragos |
| 2023 | BMVC | Feather: An Elegant Solution to Effective DNN Sparsification. | Athanasios Glentis Georgoulakis, George Retsinas, Petros Maragos |
| 2023 | CVPR | A Realistic Synthetic Mushroom Scenes Dataset. | Dafni Anagnostopoulou, George Retsinas, Niki Efthymiou, Panayiotis Paraskevas Filntisis, Petros Maragos |
| 2023 | CVPR | SPECTRE: Visual Speech-Informed Perceptual 3D Facial Expression Reconstruction from Videos. | Panagiotis Paraskevas Filntisis, George Retsinas, Foivos Paraperas Papantoniou, Athanasios Katsamanis, Anastasios Roussos, Petros Maragos |
| 2023 | CVPR | Mushroom Segmentation and 3D Pose Estimation from Point Clouds using Fully Convolutional Geometric Features and Implicit Pose Encoding. | George Retsinas, Niki Efthymiou, Petros Maragos |
| 2023 | ESANN | Multimodal Recognition of Valence, Arousal and Dominance via Late-Fusion of Text, Audio and Facial Expressions. | Fabrizio Nunnari, Annette Rios, Uwe D. Reichel, Chirag Bhuvaneshwara, Panagiotis Paraskevas Filntisis, Petros Maragos, Felix Burkhardt, Florian Eyben, Bjrn W. Schuller, Sarah Ebling |
| 2023 | ICASSP | Relapse Prediction from Long-Term Wearable Data Using Self-Supervised Learning and Survival Analysis. | E. Fekas, Athanasia Zlatintsi, Panagiotis Paraskevas Filntisis, Christos Garoufis, Niki Efthymiou, Petros Maragos |
| 2023 | ICASSP | Convolutional Recurrent Neural Networks for the Classification of Cetacean Bioacoustic Patterns. | Dimitris N. Makropoulos, Antigoni Tsiami, Aristides Prospathopoulos, Dimitris Kassis, Alexandros Frantzis, Emmanuel K. Skarsoulis, George Piperakis, Petros Maragos |
| 2023 | ICASSP | Newton-Based Trainable Learning Rate. | George Retsinas, Giorgos Sfikas, Panagiotis Paraskevas Filntisis, Petros Maragos |
| 2023 | ICASSP | E-Prevention: The ICASSP-2023 Challenge on Person Identification and Relapse Detection from Continuous Recordings of Biosignals. | Athanasia Zlatintsi, Panagiotis Paraskevas Filntisis, Niki Efthymiou, Christos Garoufis, George Retsinas, Thomas Sounapoglou, Ilias Maglogiannis, Panayiotis Tsanakas, Nikolaos Smyrnis, Petros Maragos |
| 2023 | WACV | 3D Neural Sculpting (3DNS): Editing Neural Signed Distance Functions. | Petros Tzathas, Petros Maragos, Anastasios Roussos |
| 2022 | CVPR | Neural Emotion Director: Speech-preserving semantic control of facial expressions in "in-the-wild" videos. | Foivos Paraperas Papantoniou, Panagiotis Paraskevas Filntisis, Petros Maragos, Anastasios Roussos |
| 2022 | ICASSP | Enhancing Affective Representations Of Music-Induced Eeg Through Multimodal Supervision And Latent Domain Adaptation. | Kleanthis Avramidis, Christos Garoufis, Athanasia Zlatintsi, Petros Maragos |
| 2022 | ICASSP | A Few-Sample Strategy for Guitar Tablature Transcription Based on Inharmonicity Analysis and Playability Constraints. | Grigoris Bastas, Stefanos Koutoupis, Maximos Kaliakatsos-Papakostas, Vassilis Katsouros, Petros Maragos |
| 2022 | ICASSP | Spatio-Temporal Graph Convolutional Networks for Continuous Sign Language Recognition. | Maria Parelli, Katerina Papadimitriou, Gerasimos Potamianos, Georgios Pavlakos, Petros Maragos |
| 2022 | ICLR | Neural Network Approximation based on Hausdorff distance of Tropical Zonotopes. | Panagiotis Misiakos, Georgios Smyrnis, George Retsinas, Petros Maragos |
| 2022 | IROS | Child Engagement Estimation in Heterogeneous Child-Robot Interactions Using Spatiotemporal Visual Cues. | Dafni Anagnostopoulou, Niki Efthymiou, Christina Papailiou, Petros Maragos |
| 2021 | BMVC | From Seq2Seq Recognition to Handwritten Word Embeddings. | George Retsinas, Giorgos Sfikas, Christophoros Nikou, Petros Maragos |
| 2021 | HCI | Multimodal Fusion and Sequence Learning for Cued Speech Recognition from Videos. | Katerina Papadimitriou, Maria Parelli, Galini Sapountzaki, Georgios Pavlakos, Petros Maragos, Gerasimos Potamianos |
| 2021 | ICASSP | Deep Convolutional and Recurrent Networks for Polyphonic Instrument Classification from Monophonic Raw Audio Waveforms. | Kleanthis Avramidis, Agelos Kratimenos, Christos Garoufis, Athanasia Zlatintsi, Petros Maragos |
| 2021 | ICASSP | Advances in Morphological Neural Networks: Training, Pruning and Enforcing Shape Constraints. | Nikolaos Dimitriadis, Petros Maragos |
| 2021 | ICASSP | Independent Sign Language Recognition with 3d Body, Hands, and Face Reconstruction. | Agelos Kratimenos, Georgios Pavlakos, Petros Maragos |
| 2021 | ICASSP | Sparsity in Max-Plus Algebra and Applications in Multivariate Convex Regression. | Nikos Tsilivis, Anastasios Tsiamis, Petros Maragos |
| 2021 | ICCV | Grounding Consistency: Distilling Spatial Common Sense for Precise Visual Relationship Detection. | Markos Diomataris, Nikolaos Gkanatsios, Vassilis Pitsikalis, Petros Maragos |
| 2021 | ICIP | Online Weight Pruning Via Adaptive Sparsity Loss. | George Retsinas, Athena Elafrou, Georgios I. Goumas, Petros Maragos |
| 2021 | ICIP | Deformation-Invariant Networks For Handwritten Text Recognition. | George Retsinas, Giorgos Sfikas, Christophoros Nikou, Petros Maragos |
| 2021 | ICRA | Engagement Estimation During Child Robot Interaction Using Deep Convolutional Networks Focusing on ASD Children. | Dafni Anagnostopoulou, Niki Efthymiou, Christina Papailiou, Petros Maragos |
| 2020 | BMVC | From Saturation to Zero-Shot Visual Relationship Detection Using Local Context. | Nikolaos Gkanatsios, Vassilis Pitsikalis, Petros Maragos |
| 2020 | CVPR | STAViS: Spatio-Temporal AudioVisual Saliency Network. | Antigoni Tsiami, Petros Koutras, Petros Maragos |
| 2020 | ECCV | i-Walk Intelligent Assessment System: Activity, Mobility, Intention, Communication. | Georgia Chalvatzaki, Petros Koutras, Antigoni Tsiami, Costas S. Tzafestas, Petros Maragos |
| 2020 | ECCV | Emotion Understanding in Videos Through Body, Context, and Visual-Semantic Embedding Loss. | Panagiotis Paraskevas Filntisis, Niki Efthymiou, Gerasimos Potamianos, Petros Maragos |
| 2020 | ECCV | How to Track Your Dragon: A Multi-attentional Framework for Real-Time RGB-D 6-DOF Object Pose Tracking. | Isidoros Marougkas, Petros Koutras, Nikolaos Kardaris, Georgios Retsinas, Georgia Chalvatzaki, Petros Maragos |
| 2020 | ECCV | Exploiting 3D Hand Pose Estimation in Deep Learning-Based Sign Language Recognition from RGB Videos. | Maria Parelli, Katerina Papadimitriou, Gerasimos Potamianos, Georgios Pavlakos, Petros Maragos |
| 2020 | ICASSP | An LSTM-Based Dynamic Chord Progression Generation System for Interactive Music Performance. | Christos Garoufis, Athanasia Zlatintsi, Petros Maragos |
| 2020 | ICASSP | Multivariate Tropical Regression and Piecewise-Linear Surface Fitting. | Petros Maragos, Emmanouil Theodosis |
| 2020 | ICASSP | Person Identification Using Deep Convolutional Neural Networks on Short-Term Signals from Wearable Sensors. | George Retsinas, Panayiotis Paraskevas Filntisis, Niki Efthymiou, Emmanouil Theodosis, Athanasia Zlatintsi, Petros Maragos |
| 2020 | ICASSP | Maxpolynomial Division with Application To Neural Network Simplification. | Georgios Smyrnis, Petros Maragos, George Retsinas |
| 2020 | ICML | Multiclass Neural Network Minimization via Tropical Newton Polytope Approximation. | Georgios Smyrnis, Petros Maragos |
| 2020 | ICPR | Enhancing Handwritten Text Recognition with N-gram sequence decomposition and Multitask Learning. | Vasiliki Tassopoulou, George Retsinas, Petros Maragos |
| 2019 | BMVC | RecNets: Channel-wise Recurrent Convolutional Neural Networks. | George Retsinas, Athena Elafrou, Georgios I. Goumas, Petros Maragos |
| 2019 | CVPR | SUSiNet: See, Understand and Summarize It. | Petros Koutras, Petros Maragos |
| 2019 | ICASSP | Tropical Modeling of Weighted Transducer Algorithms on Graphs. | Emmanouil Theodosis, Petros Maragos |
| 2019 | ICIP | Deeply Supervised Multimodal Attentional Translation Embeddings for Visual Relationship Detection. | Nikolaos Gkanatsios, Vassilis Pitsikalis, Petros Koutras, Athanasia Zlatintsi, Petros Maragos |
| 2019 | ICIP | Showcasing Deeply Supervised Multimodal Attentional Translation Embeddings: a Demo for Visual Relationship Detection. | Nikolaos Gkanatsios, Vassilis Pitsikalis, Petros Koutras, Athanasia Zlatintsi, Petros Maragos |
| 2019 | ICIP | Video Processing and Learning in Assistive Robotic Applications. | Petros Koutras, Georgia Chalvatzaki, Antigoni Tsiami, Alexandros Nikolakakis, Costas S. Tzafestas, Petros Maragos |
| 2019 | ICRA | LSTM-based Network for Human Gait Stability Prediction in an Intelligent Robotic Rollator. | Georgia Chalvatzaki, Petros Koutras, Jack Hadfield, Xanthi S. Papageorgiou, Costas S. Tzafestas, Petros Maragos |
| 2019 | IROS | A Deep Learning Approach for Multi-View Engagement Estimation of Children in a Child-Robot Joint Attention Task. | Jack Hadfield, Georgia Chalvatzaki, Petros Koutras, Mehdi Khamassi, Costas S. Tzafestas, Petros Maragos |
| 2019 | ISMM | Tropical Geometry, Mathematical Morphology and Weighted Lattices. | Petros Maragos |
| 2018 | CVPR | Multimodal Visual Concept Learning With Weakly Supervised Techniques. | Giorgos Bouritsas, Petros Koutras, Athanasia Zlatintsi, Petros Maragos |
| 2018 | CVPR | Audio-Visual Temporal Saliency Modeling Validated by fMRI Data. | Petros Koutras, Georgia Panagiotaropoulou, Antigoni Tsiami, Petros Maragos |
| 2018 | ICASSP | Multi-View Audio-Articulatory Features for Phonetic Recognition on RTMRI-TIMIT Database. | Ioannis K. Douros, Athanasios Katsamanis, Petros Maragos |
| 2018 | ICASSP | Far-Field Audio-Visual Scene Perception of Multi-Party Human-Robot Interaction for Children and Adults. | Antigoni Tsiami, Panagiotis Paraskevas Filntisis, Niki Efthymiou, Petros Koutras, Gerasimos Potamianos, Petros Maragos |
| 2018 | ICASSP | Multimodal Signal Processing and Learning Aspects of Human-Robot Interaction for an Assistive Bathing Robot. | Athanasia Zlatintsi, Isidoros Rodomagoulakis, Petros Koutras, A. C. Dometios, Vassilis Pitsikalis, Costas S. Tzafestas, Petros Maragos |
| 2018 | ICIP | Multi- View Fusion for Action Recognition in Child-Robot Interaction. | Niki Efthymiou, Petros Koutras, Panagiotis Paraskevas Filntisis, Gerasimos Potamianos, Petros Maragos |
| 2018 | IROS | User-Adaptive Human-Robot Formation Control for an Intelligent Robotic Walker Using Augmented Human State Estimation and Pathological Gait Characterization. | Georgia Chalvatzaki, Xanthi S. Papageorgiou, Petros Maragos, Costas S. Tzafestas |
| 2018 | IROS | Object Assembly Guidance in Child-Robot Interaction using RGB-D based 3D Tracking. | Jack Hadfield, Petros Koutras, Niki Efthymiou, Gerasimos Potamianos, Costas S. Tzafestas, Petros Maragos |
| 2018 | ICRA | Multi3: Multi-Sensory Perception System for Multi-Modal Child Interaction with Multiple Robots. | Antigoni Tsiami, Petros Koutras, Niki Efthymiou, Panagiotis Paraskevas Filntisis, Gerasimos Potamianos, Petros Maragos |
| 2017 | HRI | Social Human-Robot Interaction for the Elderly: Two Real-life Use Cases. | Athanasia Zlatintsi, Isidoros Rodomagoulakis, Vassilis Pitsikalis, Petros Koutras, Nikolaos Kardaris, Xanthi S. Papageorgiou, Costas S. Tzafestas, Petros Maragos |
| 2017 | ICIP | Photorealistic adaptation and interpolation of facial expressions using HMMS and AAMS for audio-visual speech synthesis. | Panagiotis Paraskevas Filntisis, Athanasios Katsamanis, Petros Maragos |
| 2017 | ICIP | Demonstration of an HMM-based photorealistic expressive audio-visual speech synthesis system. | Panagiotis Paraskevas Filntisis, Athanasios Katsamanis, Petros Maragos |
| 2017 | ICRA | Comparative experimental validation of human gait tracking algorithms for an intelligent robotic rollator. | Georgia Chalvatzaki, Xanthi S. Papageorgiou, Costas S. Tzafestas, Petros Maragos |
| 2017 | IROS | Real-time end-effector motion behavior planning approach using on-line point-cloud data towards a user adaptive assistive bath robot. | Athanasios C. Dometios, Xanthi S. Papageorgiou, Antonis Arvanitakis, Costas S. Tzafestas, Petros Maragos |
| 2017 | ISMM | Morphological Perceptrons: Geometry and Training Algorithms. | Vasileios Charisopoulos, Petros Maragos |
| 2017 | RO-MAN | Estimating double support in pathological gaits using an HMM-based analyzer for an intelligent robotic walker. | Georgia Chalvatzaki, Xanthi S. Papageorgiou, Costas S. Tzafestas, Petros Maragos |
| 2016 | ECCV | Human Joint Angle Estimation and Gesture Recognition for Assistive Robotic Vision. | Riza Alp Gler, Nikolaos Kardaris, Siddhartha Chandra, Vassilis Pitsikalis, Christian Werner, Klaus Hauer, Costas S. Tzafestas, Petros Maragos, Iasonas Kokkinos |
| 2016 | HCI | The MOBOT Platform - Showcasing Multimodality in Human-Assistive Robot Interaction. | Eleni Efthimiou, Stavroula-Evita Fotinea, Theodore Goulas, Athanasia-Lida Dimou, Maria Koutsombogera, Vassilis Pitsikalis, Petros Maragos, Costas S. Tzafestas |
| 2016 | ICASSP | Multimodal human action recognition in assistive human-robot interaction. | Isidoros Rodomagoulakis, Nikolaos Kardaris, Vassilis Pitsikalis, E. Mavroudi, Athanasios Katsamanis, Antigoni Tsiami, Petros Maragos |
| 2016 | ICASSP | Towards a behaviorally-validated computational audiovisual saliency model. | Antigoni Tsiami, Athanasios Katsamanis, Petros Maragos, Argiro Vatakis |
| 2016 | ICIP | Projective non-negative matrix factorization for unsupervised graph clustering. | Christos George Bampis, Petros Maragos, Alan C. Bovik |
| 2016 | ICIP | Introducing temporal order of dominant visual word sub-sequences for human action recognition. | Nikolaos Kardaris, Vassilis Pitsikalis, E. Mavroudi, Petros Maragos |
| 2016 | ICIP | FMRI-based perceptual validation of a computational model for visual and auditory saliency in videos. | Georgia Panagiotaropoulou, Petros Koutras, Athanasios Katsamanis, Petros Maragos, Athanasia Zlatintsi, Athanassios Protopapas, Efstratios Karavasilis, Nikolaos Smyrnis |
| 2016 | ICIP | A multimedia gesture dataset for human robot communication: Acquisition, tools and recognition results. | Isidoros Rodomagoulakis, Nikolaos Kardaris, Vassilis Pitsikalis, Antonis Arvanitakis, Petros Maragos |
| 2016 | Interspeech | A Phase-Based Time-Frequency Masking for Multi-Channel Speech Enhancement in Domestic Environments. | Alessio Brutti, Antigoni Tsiami, Athanasios Katsamanis, Petros Maragos |
| 2015 | ICASSP | Max-product dynamical systems and applications to audio-visual salient event detection in videos. | Petros Maragos, Petros Koutras |
| 2015 | ICASSP | Multichannel speech enhancement using MEMS microphones. | Z.-I. Skordilis, Antigoni Tsiami, Petros Maragos, Gerasimos Potamianos, Luca Spelgatti, Roberto Sannino |
| 2015 | ICIP | Unifying the random walker algorithm and the SIR model for graph clustering and image segmentation. | Christos George Bampis, Petros Maragos |
| 2015 | ICIP | Estimation of eye gaze direction angles based on active appearance models. | Petros Koutras, Petros Maragos |
| 2015 | ICIP | Predicting audio-visual salient events based on visual, audio and text modalities for movie summarization. | Petros Koutras, Athanasia Zlatintsi, Elias Iosif, Athanasios Katsamanis, Petros Maragos, Alexandros Potamianos |
| 2015 | IROS | Hidden markov modeling of human pathological gait using laser range finder for an assisted living intelligent robotic walker. | Xanthi S. Papageorgiou, Georgia Chalvatzaki, Costas S. Tzafestas, Petros Maragos |
| 2015 | QoMEX | Quality evaluation of computational models for movie summarization. | Athanasia Zlatintsi, Petros Koutras, Niki Efthymiou, Petros Maragos, Alexandros Potamianos, Katerina Pastra |
| 2014 | HCI | Data Acquisition towards Defining a Multimodal Interaction Model for Human - Assistive Robot Communication. | Evita-Stavroula Fotinea, Eleni Efthimiou, Athanasia-Lida Dimou, Theodore Goulas, Panayotis Karioris, Angelika Peer, Petros Maragos, Costas S. Tzafestas, Iasonas Kokkinos, Klaus Hauer, Katja D. Mombaur, Yiannis Koumpouros, Bartlomiej Stanczyk |
| 2014 | HCI | Predicting Eyes' Fixations in Movie Videos: Visual Saliency Experiments on a New Eye-Tracking Database. | Petros Koutras, Athanasios Katsamanis, Petros Maragos |
| 2014 | HCI | Advances in Intelligent Mobility Assistance Robot Integrating Multimodal Sensory Processing. | Xanthi S. Papageorgiou, Costas S. Tzafestas, Petros Maragos, Georgios Pavlakos, Georgia Chalvatzaki, George Moustris, Iasonas Kokkinos, Angelika Peer, Bartlomiej Stanczyk, Evita-Stavroula Fotinea, Eleni Efthimiou |
| 2014 | ICASSP | Robust far-field spoken command recognition for home automation combining adaptation and multichannel processing. | Athanasios Katsamanis, Isidoros Rodomagoulakis, Gerasimos Potamianos, Petros Maragos, Antigoni Tsiami |
| 2014 | ICIP | Advances on action recognition in videos using an interest point detector based on multiband spatio-temporal energies. | Kevis-Kokitsi Maninis, Petros Koutras, Petros Maragos |
| 2014 | ICIP | Kinect-based multimodal gesture recognition using a two-pass fusion scheme. | Georgios Pavlakos, Stavros Theodorakis, Vassilis Pitsikalis, Athanasios Katsamanis, Petros Maragos |
| 2014 | ICRA | Hidden Markov modeling of human normal gait using laser range finder for a mobility assistance robot. | Xanthi S. Papageorgiou, Georgia Chalvatzaki, Costas S. Tzafestas, Petros Maragos |
| 2014 | Interspeech | ATHENA: a Greek multi-sensory database for home automation control uthor: isidoros rodomagoulakis (NTUA, Greece). | Antigoni Tsiami, Isidoros Rodomagoulakis, Panagiotis Giannoulis, Athanasios Katsamanis, Gerasimos Potamianos, Petros Maragos |
| 2014 | LREC | The DIRHA simulated corpus. | Luca Cristoforetti, Mirco Ravanelli, Maurizio Omologo, Alessandro Sosi, Alberto Abad, Martin Hagmueller, Petros Maragos |
| 2012 | ICCHP | The Dicta-Sign Wiki: Enabling Web Communication for the Deaf. | Eleni Efthimiou, Stavroula-Evita Fotinea, Thomas Hanke, John R. W. Glauert, Richard Bowden, Annelies Braffort, Christophe Collet, Petros Maragos, Franois Lefebvre-Albaret |
| 2012 | ICIP | Unsupervised classification of extreme facial events using active appearance models tracking for sign language videos. | Epameinondas Antonakos, Vassilis Pitsikalis, Isidoros Rodomagoulakis, Petros Maragos |
| 2012 | ICIP | Dominant spatio-temporal modulations and energy tracking in videos: Application to interest point detection for action recognition. | Christos Georgakis, Petros Maragos, Georgios Evangelopoulos, Dimitrios Dimitriadis |
| 2012 | ICIP | Human action recognition using Histographic methods and hidden Markov models for visual martial arts applications. | Sotirios Stasinopoulos, Petros Maragos |
| 2012 | ICIP | Recognitionwith raw canonical phonetic movement and handshape subunits on videos of continuous Sign Language. | Stavros Theodorakis, Vassilis Pitsikalis, Isidoros Rodomagoulakis, Petros Maragos |
| 2011 | CVPR | Advances in phonetics-based sub-unit modeling for transcription alignment and sign language recognition. | Vassilis Pitsikalis, Stavros Theodorakis, Christian Vogler, Petros Maragos |
| 2010 | ECCV | Hand Tracking and Affine Shape-Appearance Handshape Sub-units in Continuous Sign Language Recognition. | Anastasios Roussos, Stavros Theodorakis, Vassilis Pitsikalis, Petros Maragos |
| 2010 | ICASSP | Model-level data-driven sub-units for signs in videos of continuous Sign Language. | Stavros Theodorakis, Vassilis Pitsikalis, Petros Maragos |
| 2010 | ICIP | Spatial bayesian surprise for image saliency and quality assessment. | Ioannis Gkioulekas, Georgios Evangelopoulos, Petros Maragos |
| 2010 | ICIP | Tensor-based image diffusions derived from generalizations of the Total Variation and Beltrami Functionals. | Anastasios Roussos, Petros Maragos |
| 2010 | ICIP | Affine-invariant modeling of shape-appearance images applied on sign language handshape classification. | Anastasios Roussos, Stavros Theodorakis, Vassilis Pitsikalis, Petros Maragos |
| 2009 | HCI | Sign Language Recognition, Generation, and Modelling: A Research Effort with Applications in Deaf Communication. | Eleni Efthimiou, Stavroula-Evita Fotinea, Christian Vogler, Thomas Hanke, John R. W. Glauert, Richard Bowden, Annelies Braffort, Christophe Collet, Petros Maragos, Jrmie Segouat |
| 2009 | ICASSP | GridNews: A distributed automatic Greek broadcast transcription system. | Dimitrios Dimitriadis, A. Metallinou, Ioannis Konstantinou, Georgios I. Goumas, Petros Maragos, Nectarios Koziris |
| 2009 | ICASSP | Video event detection and summarization using audio, visual and text saliency. | Georgios Evangelopoulos, Athanasia Zlatintsi, Georgios Skoumas, Konstantinos Rapantzikos, Alexandros Potamianos, Petros Maragos, Yannis Avrithis |
| 2009 | ICASSP | Product-HMMs for automatic sign language recognition. | Stavros Theodorakis, Athanassios Katsamanis, Petros Maragos |
| 2009 | ICIP | Poisson-Haar Transform: A nonlinear multiscale representation for photon-limited image denoising. | Stamatios Lefkimmiatis, George Papandreou, Petros Maragos |
| 2009 | ICIP | Overview of adaptive morphology: Trends and perspectives. | Petros Maragos, Corinne Vachier |
| 2009 | ICIP | Tongue tracking in Ultrasound images with Active Appearance Models. | Anastasios Roussos, Athanassios Katsamanis, Petros Maragos |
| 2009 | RO-MAN | Gestural teleoperation of a mobile robot based on visual recognition of sign language static handshapes. | Costas S. Tzafestas, Nikos Mitsou, Nikos Georgakarakos, Olga Diamanti, Petros Maragos, Stavroula-Evita Fotinea, Eleni Efthimiou |
| 2008 | CVPR | Image decomposition into structure and texture subcomponents with multifrequency modulation constraints. | Georgios Evangelopoulos, Petros Maragos |
| 2008 | CVPR | Adaptive and constrained algorithms for inverse compositional Active Appearance Model fitting. | George Papandreou, Petros Maragos |
| 2008 | ICASSP | Audiovisual-to-articulatory speech inversion using Active Appearance Models for the face and Hidden Markov Models for the dynamics. | Athanassios Katsamanis, George Papandreou, Petros Maragos |
| 2008 | ICASSP | Multisensor multiband cross-energy tracking for feature extraction and recognition. | Stamatios Lefkimmiatis, Petros Maragos, Athanassios Katsamanis |
| 2008 | ICASSP | Image inpainting with a wavelet domain Hidden Markov tree model. | George Papandreou, Petros Maragos, Anil C. Kokaram |
| 2008 | ICIP | Geodesic active regions for segmentation and tracking of human gestures in sign language videos. | Olga Diamanti, Petros Maragos |
| 2008 | ICIP | Texture modulation-constrained image decomposition. | Georgios Evangelopoulos, Petros Maragos |
| 2008 | ICIP | Movie summarization based on audiovisual saliency detection. | Georgios Evangelopoulos, Konstantinos Rapantzikos, Alexandros Potamianos, Petros Maragos, Nancy Zlatintsi, Yannis Avrithis |
| 2008 | ICIP | Photon-limited image denoising by inference on multiscale models. | Stamatios Lefkimmiatis, George Papandreou, Petros Maragos |
| 2008 | ICIP | A PDE formulation for viscous morphological operators with extensions to intensity-adaptiveoperators. | Petros Maragos, Corinne Vachier |
| 2008 | ICIP | An inpainting system for automatic image structure - texture restoration with text removal. | Eftychios A. Pnevmatikakis, Petros Maragos |
| 2007 | Interspeech | Multiband, multisensor robust features for noisy speech recognition. | Dimitrios Dimitriadis, Petros Maragos, Stamatios Lefkimmiatis |
| 2007 | Interspeech | Advanced front-end for robust speech recognition in extremely adverse environments. | Dimitrios Dimitriadis, Jos C. Segura, Luz Garca, Alexandros Potamianos, Petros Maragos, Vassilis Pitsikalis |
| 2007 | ISMM | Leveling cartoons, texture energy markers, and image decomposition. | Petros Maragos, Georgios Evangelopoulos |
| 2007 | ISMM | Generalized watershed and PDEs for geometric-textural segmentation. | Anastasia Sofou, Petros Maragos |
| 2007 | MMSP | Audiovisual-to-Articulatory Speech Inversion Using HMMs. | Athanassios Katsamanis, George Papandreou, Petros Maragos |
| 2007 | MMSP | Multimodal Fusion and Learning with Uncertain Features Applied to Audiovisual Speech Recognition. | George Papandreou, Athanassios Katsamanis, Vassilis Pitsikalis, Petros Maragos |
| 2007 | MMSP | An Audio-Visual Saliency Model for Movie Summarization. | Konstantinos Rapantzikos, Georgios Evangelopoulos, Petros Maragos, Yannis Avrithis |
| 2006 | CVPR | Bottom-Up & Top-down Object Detection using Primal Sketch Features and Graphical Models. | Iasonas Kokkinos, Petros Maragos, Alan L. Yuille |
| 2006 | Interspeech | An optimum microphone array post-filter for speech applications. | Stamatios Lefkimmiatis, Dimitrios Dimitriadis, Petros Maragos |
| 2006 | Interspeech | Adaptive multimodal fusion by uncertainty compensation. | Vassilis Pitsikalis, Athanassios Katsamanis, George Papandreou, Petros Maragos |
| 2005 | CVPR | A Cross-Validatory Statistical Approach to Scale Selection for Image Denoising by Nonlinear Diffusion. | George Papandreou, Petros Maragos |
| 2005 | ICCV | An Expectation Maximization Approach to the Synergy between Image Segmentation and Object Categorization. | Iasonas Kokkinos, Petros Maragos |
| 2005 | ICIP | Image denoising in nonlinear scale-spaces: automatic scale selection via cross-validation. | George Papandreou, Petros Maragos |
| 2005 | ICIP | Coupled geometric and texture PDE-based segmentation. | Anastasia Sofou, Georgios Evangelopoulos, Petros Maragos |
| 2005 | Interspeech | Auditory Teager energy cepstrum coefficients for robust speech recognition. | Dimitrios Dimitriadis, Petros Maragos, Alexandros Potamianos |
| 2005 | Interspeech | Speech event detection using multiband modulation energy. | Georgios Evangelopoulos, Petros Maragos |
| 2005 | Interspeech | Advances in statistical estimation and tracking of AM-FM speech components. | Athanassios Katsamanis, Petros Maragos |
| 2005 | ISMM | A Variational Formulation of PDE's for Dilations and Levelings. | Petros Maragos |
| 2004 | CVPR | A Fast Multigrid Implicit Algorithm for the Evolution of Geodesic Active Contours. | George Papandreou, Petros Maragos |
| 2004 | ECCV | A Biologically Motivated and Computationally Tractable Model of Low and Mid-Level Vision Tasks. | Iasonas Kokkinos, Rachid Deriche, Petros Maragos, Olivier D. Faugeras |
| 2004 | ICASSP | Modeling resonances with phase modulated self-similar processes [speech processing example]. | Alexandros G. Dimakis, Petros Maragos |
| 2004 | ICIP | Modulation-feature based textured image segmentation using curve evolution. | Iasonas Kokkinos, Georgios Evangelopoulos, Petros Maragos |
| 2004 | ICIP | Advances in texture analysis-energy dominant component & multiple hypothesis testing. | Iasonas Kokkinos, Georgios Evangelopoulos, Petros Maragos |
| 2003 | ICIP | PDE-based modeling of image segmentation using volumic flooding. | Anastasia Sofou, Petros Maragos |
| 2003 | Interspeech | Robust energy demodulation based on continuous models with application to speech recognition. | Dimitrios Dimitriadis, Petros Maragos |
| 2003 | Interspeech | Nonlinear analysis of speech signals: generalized dimensions and lyapunov exponents. | Vassilis Pitsikalis, Iasonas Kokkinos, Petros Maragos |
| 2003 | IFSA | Lattice Fuzzy Signal Operators and Generalized Image Gradients. | Petros Maragos, Vassilis Tzouvaras, Giorgos B. Stamou |
| 2002 | ICASSP | Modulation features for speech recognition. | Dimitrios Dimitriadis, Petros Maragos, Alexandros Potamianos |
| 2002 | ICASSP | Speech analysis and feature extraction using chaotic models. | Vassilis Pitsikalis, Petros Maragos |
| 2001 | ICASSP | An improved energy demodulation algorithm using splines. | Dimitrios Dimitriadis, Petros Maragos |
| 2001 | ICIP | Generalized multiscale connected operators with applications to granulometric image analysis. | Anastasios D. Doulamis, Nikolaos D. Doulamis, Petros Maragos |
| 2001 | ICIP | Synthesis and applications of lattice image operators based on fuzzy norms. | Petros Maragos, Vassilis Tzouvaras, Giorgos B. Stamou |
| 2001 | ICIP | Segmentation of soil section images using connected operators. | Anastasia Sofou, Costas S. Tzafestas, Petros Maragos |
| 2000 | ICIP | A PDE Approach to Nonlinear Image Simplification via Levelings and Reconstruction Filters. | Petros Maragos, Fernand Meyer |
| 2000 | ISMM | A Lattice Control Model of Fuzzy Dynamical Systems in State-Space. | Petros Maragos, Giorgos B. Stamou, Spyros G. Tzafestas |
| 1997 | ICASSP | Demodulation of discrete multicomponent AM-FM signals using periodic algebraic separation and energy demodulation. | Balasubramaniam Santhanam, Petros Maragos |
| 1997 | Interspeech | On using fractal features of speech sounds in automatic speech recognition. | Petros Maragos, Alexandros Potamianos |
| 1997 | Interspeech | Speech analysis and synthesis using an AM-FM modulation model. | Alexandros Potamianos, Petros Maragos |
| 1996 | ICASSP | Morphological/rank neural networks and their adaptive optimal design for image processing. | Lcio F. C. Pessoa, Petros Maragos |
| 1996 | ICASSP | Energy demodulation of two-component AM-FM signals with application to speaker separation. | Balasubramaniam Santhanam, Petros Maragos |
| 1996 | ICIP | Partial differential equations in image analysis: continuous modeling, discrete processing. | Petros Maragos, Muhammad Akmal Butt |
| 1996 | ISMM | Comparison of Multiscale Morphology Approaches: PDE Implemented Via Curve Evolution Versus Chamfer Distance Transform. | Muhammad Akmal Butt, Petros Maragos |
| 1996 | ISMM | MRL-Filters and Their Adaptive Optimal Design for Image Processing. | Lcio F. C. Pessoa, Petros Maragos |
| 1995 | ICASSP | Speech formant frequency and bandwidth tracking using multiband energy demodulation. | Alexandros Potamianos, Petros Maragos |
| 1994 | ICIP | Differential Morphology: Multiscale Image Dynamics, Max-Min Difference Equations, and Slope Transforms. | Petros Maragos |
| 1994 | ICIP | Demodulation of Images Modeled by Amplitude-Frequency Modulations Using Multidimensional Energy Separation. | Petros Maragos, Alan C. Bovik |
| 1994 | ISMM | Morphological Systems Theory: Slope Transforms, Max - Min Differential Equations, Envelope Filters, and Sampling. | Petros Maragos |
| 1993 | ICASSP | Finding speech formants and modulations via energy separation: with application to a vocoder. | Helen M. Hanson, Petros Maragos, Alexandros Potamianos |
| 1993 | ICASSP | Morphological systems for character image processing and recognition. | Ping-Fai Yang, Petros Maragos |
| 1992 | ICASSP | Evolution equations for continuous-scale morphology. | Roger W. Brockett, Petros Maragos |
| 1992 | ICASSP | On separating amplitude from frequency modulations using energy operators. | Petros Maragos, James F. Kaiser, Thomas F. Quatieri |
| 1991 | ICASSP | Affine models for image matching and motion detection. | Chiou-Shann Fuh, Petros Maragos |
| 1991 | ICASSP | Fractal aspects of speech signals: dimension and interpolation. | Petros Maragos |
| 1991 | ICASSP | Speech nonlinearities, modulations, and energy operators. | Petros Maragos, Thomas F. Quatieri, James F. Kaiser |
| 1990 | ICASSP | Fractal excitation signals for CELP speech coders. | Petros Maragos, Kenneth L. Young |
| 1989 | CVPR | Region-based optical flow estimation. | Chiou-Shann Fuh, Petros Maragos |
| 1989 | ICASSP | Morphological correlation and mean absolute error criteria. | Petros Maragos |
| 1988 | CVPR | Morphology-based symbolic image modeling, multi-scale nonlinear smoothing, and pattern spectrum. | Petros Maragos |
| 1988 | ICASSP | Symbolic signal representation using nonlinear filtering. | Petros Maragos |
| 1988 | ICCV | Optimal Morphological Approaches To Image Matching And Object Detection. | Petros Maragos |
| 1987 | ICASSP | Pattern spectrum of images and morphological shape-size complexity. | Petros Maragos |
| 1986 | ICASSP | Applications of morphological filtering to image analysis and processing. | Petros Maragos, Ronald W. Schafer |
| 1985 | ICASSP | A unification of linear, median, order-statistics and morphological filters under mathematical morphology. | Petros Maragos, Ronald W. Schafer |
| 1984 | ICASSP | Multichannel linear predictive coding of color images. | Petros Maragos, Russell M. Mersereau, Ronald W. Schafer |
| 1984 | ICASSP | Morphological skeleton representation and coding of binary images. | Petros Maragos, Ronald W. Schafer |
| 1983 | ICASSP | Two-dimensional linear predictive analysis of arbitrarily-shaped regions. | Petros Maragos, Russell M. Mersereau, Ronald W. Schafer |
| 1982 | ICASSP | Some experiments in ADPCM coding of images. | Petros Maragos, Russell M. Mersereau, Ronald W. Schafer |