Predicting Eyes' Fixations in Movie Videos: Visual Saliency Experiments on a New Eye-Tracking Database. - Petros Koutras; Athanasios Katsamanis; Petros Maragos (HCI (23), 2014)

Advances on action recognition in videos using an interest point detector based on multiband spatio-temporal energies. - Kevis-Kokitsi Maninis; Petros Koutras; Petros Maragos (ICIP, 2014)

Max-product dynamical systems and applications to audio-visual salient event detection in videos. - Petros Maragos; Petros Koutras (ICASSP, 2015)

Estimation of eye gaze direction angles based on active appearance models. - Petros Koutras; Petros Maragos (ICIP, 2015)

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 (ICIP, 2015)

Quality evaluation of computational models for movie summarization. - Athanasia Zlatintsi; Petros Koutras; Niki Efthymiou; Petros Maragos; Alexandros Potamianos; Katerina Pastra (QoMEX, 2015)

A perceptually based spatio-temporal computational framework for visual saliency estimation. - Petros Koutras; Petros Maragos (Signal Process. Image Commun., 2015)

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 (ICIP, 2016)

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 (HRI (Companion), 2017)

COGNIMUSE: a multimodal video database annotated with saliency, events, semantics and emotion with application to summarization. - Athanasia Zlatintsi; Petros Koutras; Georgios Evangelopoulos; Nikolaos Malandrakis; Niki Efthymiou; Katerina Pastra; Alexandros Potamianos; Petros Maragos (EURASIP J. Image Video Process., 2017)

Multimodal Visual Concept Learning With Weakly Supervised Techniques. - Giorgos Bouritsas; Petros Koutras; Athanasia Zlatintsi; Petros Maragos (CVPR, 2018)

Audio-Visual Temporal Saliency Modeling Validated by fMRI Data. - Petros Koutras; Georgia Panagiotaropoulou; Antigoni Tsiami; Petros Maragos (CVPR Workshops, 2018)

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 (ICASSP, 2018)

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 (ICASSP, 2018)

Multi- View Fusion for Action Recognition in Child-Robot Interaction. - Niki Efthymiou; Petros Koutras; Panagiotis Paraskevas Filntisis; Gerasimos Potamianos; Petros Maragos (ICIP, 2018)

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 (ICRA, 2018)

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 (IROS, 2018)

Exploring CNN-Based Architectures for Multimodal Salient Event Detection in Videos. - Petros Koutras; Athanasia Zlatintsi; Petros Maragos (IVMSP, 2018)

On-line Human Gait Stability Prediction using LSTMs for the fusion of Deep-based Pose Estimation and LRF-based Augmented Gait State Estimation in an Intelligent Robotic Rollator. - Georgia Chalvatzaki; Petros Koutras; Jack Hadfield; Xanthi S. Papageorgiou; Costas S. Tzafestas; Petros Maragos (CoRR, 2018)

SUSiNet: See, Understand and Summarize It. - Petros Koutras; Petros Maragos (CVPR Workshops, 2019)

Attention-Translation-Relation Network for Scalable Scene Graph Generation. - Nikolaos Gkanatsios; Vassilis Pitsikalis; Petros Koutras; Petros Maragos (ICCV Workshops, 2019)

Deeply Supervised Multimodal Attentional Translation Embeddings for Visual Relationship Detection. - Nikolaos Gkanatsios; Vassilis Pitsikalis; Petros Koutras; Athanasia Zlatintsi; Petros Maragos (ICIP, 2019)

Showcasing Deeply Supervised Multimodal Attentional Translation Embeddings: a Demo for Visual Relationship Detection. - Nikolaos Gkanatsios; Vassilis Pitsikalis; Petros Koutras; Athanasia Zlatintsi; Petros Maragos (ICIP, 2019)

Video Processing and Learning in Assistive Robotic Applications. - Petros Koutras; Georgia Chalvatzaki; Antigoni Tsiami; Alexandros Nikolakakis; Costas S. Tzafestas; Petros Maragos (ICIP, 2019)

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 (ICRA, 2019)

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 (IROS, 2019)

Fusing Body Posture With Facial Expressions for Joint Recognition of Affect in Child-Robot Interaction. - Panagiotis Paraskevas Filntisis; Niki Efthymiou; Petros Koutras; Gerasimos Potamianos; Petros Maragos (IEEE Robotics Autom. Lett., 2019)

A behaviorally inspired fusion approach for computational audiovisual saliency modeling. - Antigoni Tsiami; Petros Koutras; Athanasios Katsamanis; Argiro Vatakis; Petros Maragos (Signal Process. Image Commun., 2019)

STAViS: Spatio-Temporal AudioVisual Saliency Network. - Antigoni Tsiami; Petros Koutras; Petros Maragos (CVPR, 2020)

i-Walk Intelligent Assessment System: Activity, Mobility, Intention, Communication. - Georgia Chalvatzaki; Petros Koutras; Antigoni Tsiami; Costas S. Tzafestas; Petros Maragos (ECCV Workshops (4), 2020)

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 (ECCV Workshops (2), 2020)

The I-Walk Assistive Robot - A Multimodal Intelligent Robotic Rollator Providing Cognitive and Mobility Assistance to the Elderly and Motor-Impaired. - George Moustris; Nikolaos Kardaris; Antigoni Tsiami; Georgia Chalvatzaki; Petros Koutras; Athanasios Dometios; Paris Oikonomou; Costas S. Tzafestas; Petros Maragos; Eleni Efthimiou; Xanthi S. Papageorgiou; Stavroula-Evita Fotinea; et al. (HFR, 2020)

I-Support: A robotic platform of an assistive bathing robot for the elderly population. - Athanasia Zlatintsi; A. C. Dometios; Nikolaos Kardaris; Isidoros Rodomagoulakis; Petros Koutras; Xanthi S. Papageorgiou; Petros Maragos; Costas S. Tzafestas; Panagiotis Vartholomeos; Klaus Hauer; Christian Werner; Roberta Annicchiarico; et al. (Robotics Auton. Syst., 2020)

The i-Walk Lightweight Assistive Rollator: First Evaluation Study. - George Moustris; Nikolaos Kardaris; Antigoni Tsiami; Georgia Chalvatzaki; Petros Koutras; Athanasios Dometios; Paris Oikonomou; Costas S. Tzafestas; Petros Maragos; Eleni Efthimiou; Xanthi S. Papageorgiou; Stavroula-Evita Fotinea; et al. (Frontiers Robotics AI, 2021)

ChildBot: Multi-robot perception and interaction with children. - Niki Efthymiou; Panagiotis Paraskevas Filntisis; Petros Koutras; Antigoni Tsiami; Jack Hadfield; Gerasimos Potamianos; Petros Maragos (Robotics Auton. Syst., 2022)

ViDaS Video Depth-aware Saliency Network. - Ioanna Diamanti; Antigoni Tsiami; Petros Koutras; Petros Maragos (CoRR, 2023)

MeshPose: Unifying DensePose and 3D Body Mesh reconstruction. - Eric-Tuan Le; Antonis Kakolyris; Petros Koutras; Himmy Tam; Efstratios Skordos; George Papandreou; Riza Alp Güler; Iasonas Kokkinos (CVPR, 2024)