Stereoscopic video description for human action recognition. - Ioannis Mademlis; Alexandros Iosifidis; Anastasios Tefas; Nikos Nikolaidis 001; Ioannis Pitas (CIMSIVP, 2014)

Efficient automatic detection of 3D video artifacts. - Mohan Liu; Ioannis Mademlis; Patrick Ndjiki-Nya; Jean-Charles Le Quintrec; Nikos Nikolaidis 001; Ioannis Pitas (MMSP, 2014)

Stereoscopic video description for key-frame extraction in movie summarization. - Ioannis Mademlis; Nikos Nikolaidis 001; Ioannis Pitas (EUSIPCO, 2015)

Compact Video Description and Representation for Automated Summarization of Human Activities. - Ioannis Mademlis; Anastasios Tefas; Nikos Nikolaidis 001; Ioannis Pitas (INNS Conference on Big Data, 2016)

Movie shot selection preserving narrative properties. - Ioannis Mademlis; Anastasios Tefas; Nikos Nikolaidis 001; Ioannis Pitas (MMSP, 2016)

Exploiting stereoscopic disparity for augmenting human activity recognition performance. - Ioannis Mademlis; Alexandros Iosifidis; Anastasios Tefas; Nikos Nikolaidis 001; Ioannis Pitas (Multim. Tools Appl., 2016)

Multimodal Stereoscopic Movie Summarization Conforming to Narrative Characteristics. - Ioannis Mademlis; Anastasios Tefas; Nikos Nikolaidis 001; Ioannis Pitas (IEEE Trans. Image Process., 2016)

2D visual tracking for sports UAV cinematography applications. - Nikos Nikolaidis 001; Ioannis Mademlis; Orestis Zachariadis; Vasileios Mygdalis; Ioannis Pitas (GlobalSIP, 2017)

Summarization of human activity videos via low-rank approximation. - Ioannis Mademlis; Anastasios Tefas; Nikos Nikolaidis 001; Ioannis Pitas (ICASSP, 2017)

Summarization of human activity videos using a salient dictionary. - Ioannis Mademlis; Anastasios Tefas; Ioannis Pitas (ICIP, 2017)

A Multidrone Approach for Autonomous Cinematography Planning. - Arturo Torres-González; Jesús Capitán; Rita Cunha; Aníbal Ollero; Ioannis Mademlis (ROBOT (1), 2017)

Automatic Detection of 3D Quality Defects in Stereoscopic Videos Using Binocular Disparity. - Sotirios Delis; Ioannis Mademlis; Nikos Nikolaidis 001; Ioannis Pitas (IEEE Trans. Circuits Syst. Video Technol., 2017)

Regularized Svd-Based Video Frame Saliency for Unsupervised Activity Video Summarization. - Ioannis Mademlis; Anastasios Tefas; Ioannis Pitas (ICASSP, 2018)

UAV Cinematography Constraints Imposed by Visual Target Tracking. - Iason Karakostas; Ioannis Mademlis; Nikos Nikolaidis 001; Ioannis Pitas (ICIP, 2018)

Challenges in Autonomous UAV Cinematography: An Overview. - Ioannis Mademlis; Vasileios Mygdalis; Nikos Nikolaidis 001; Ioannis Pitas (ICME, 2018)

Greedy Salient Dictionary Learning with Optimal Point Reconstruction for Activity video Summarization. - Ioannis Mademlis; Anastasios Tefas; Ioannis Pitas (MLSP, 2018)

Computational UAV Cinematography for Intelligent A/V Shooting Based on Semantic Visual Analysis. - Fotini Patrona; Ioannis Mademlis; Anastasios Tefas; Ioannis Pitas (MMSports@MM, 2018)

A salient dictionary learning framework for activity video summarization via key-frame extraction. - Ioannis Mademlis; Anastasios Tefas; Ioannis Pitas (Inf. Sci., 2018)

Μέθοδοι μηχανικής μάθησης και μηχανικής όρασης για την ευφυή ανάλυση εικονοσειρών - Ioannis Mademlis (2018)

Shot Type Feasibility in Autonomous UAV Cinematography. - Iason Karakostas; Ioannis Mademlis; Nikos Nikolaidis 001; Ioannis Pitas (ICASSP, 2019)

Computational UAV Cinematography for Intelligent Shooting Based on Semantic Visual Analysis. - Fotini Patrona; Ioannis Mademlis; Anastasios Tefas; Ioannis Pitas (ICIP, 2019)

Improving Neural Non-Maximum Suppression for Object Detection by Exploiting Interest-Point Detectors. - Charalampos Symeonidis; Ioannis Mademlis; Nikos Nikolaidis 001; Ioannis Pitas (MLSP, 2019)

Greedy Salient Dictionary Learning for Activity Video Summarization. - Ioannis Mademlis; Anastasios Tefas; Ioannis Pitas (MMM (1), 2019)

Embedded UAV Real-Time Visual Object Detection and Tracking. - Paraskevi Nousi; Ioannis Mademlis; Iason Karakostas; Anastasios Tefas; Ioannis Pitas (RCAR, 2019)

Autonomous UAV Cinematography: A Tutorial and a Formalized Shot-Type Taxonomy. - Ioannis Mademlis; Nikos Nikolaidis 001; Anastasios Tefas; Ioannis Pitas; Tilman Wagner; Alberto Messina (ACM Comput. Surv., 2019)

Autonomous Unmanned Aerial Vehicles Filming In Dynamic Unstructured Outdoor Environments [Applications Corner]. - Ioannis Mademlis; Nikos Nikolaidis 001; Anastasios Tefas; Ioannis Pitas; Tilman Wagner; Alberto Messina (IEEE Signal Process. Mag., 2019)

High-Level Multiple-UAV Cinematography Tools for Covering Outdoor Events. - Ioannis Mademlis; Vasileios Mygdalis; Nikos Nikolaidis 001; Maurizio Montagnuolo; Fulvio Negro; Alberto Messina; Ioannis Pitas (IEEE Trans. Broadcast., 2019)

Bayesian Fusion of Multiview Human Crowd Detections for Autonomous UAV Fleet Safety. - Efstratios Kakaletsis; Ioannis Mademlis; Nikos Nikolaidis 001; Ioannis Pitas (EUSIPCO, 2020)

Visual Object Detection For Autonomous UAV Cinematography. - Fotini Patrona; Paraskevi Nousi; Ioannis Mademlis; Anastasios Tefas; Ioannis Pitas (NLDL, 2020)

Shot type constraints in UAV cinematography for autonomous target tracking. - Iason Karakostas; Ioannis Mademlis; Nikos Nikolaidis 001; Ioannis Pitas (Inf. Sci., 2020)

Learning Fast and Robust Gesture Recognition. - Christos Papaioannidis; Dimitrios Makrygiannis; Ioannis Mademlis; Ioannis Pitas (EUSIPCO, 2021)

Procedural Terrain Generation Using Generative Adversarial Networks. - Georgios Voulgaris; Ioannis Mademlis; Ioannis Pitas (EUSIPCO, 2021)

Vision-based UAV Safe Landing exploiting Lightweight Deep Neural Networks. - Charalampos Symeonidis; Efstratios Kakaletsis; Ioannis Mademlis; Nikos Nikolaidis 001; Anastasios Tefas; Ioannis Pitas (ICIGP, 2021)

Adversarial Unsupervised Video Summarization Augmented With Dictionary Loss. - Michail Kaseris; Ioannis Mademlis; Ioannis Pitas (ICIP, 2021)

Autonomous UAV Safety by Visual Human Crowd Detection Using Multi-Task Deep Neural Networks. - Christos Papaioannidis; Ioannis Mademlis; Ioannis Pitas (ICRA, 2021)

Optimal video handling in on-line hand gesture recognition using Deep Neural Networks. - Dimitrios Makrygiannis; Christos Papaioannidis; Ioannis Mademlis; Ioannis Pitas (SSCI, 2021)

Neural vision-based semantic 3D world modeling. - Sotirios Papadopoulos; Ioannis Mademlis; Ioannis Pitas (WACV (Workshops), 2021)

Multiview vision-based human crowd localization for UAV fleet flight safety. - Efstratios Kakaletsis; Ioannis Mademlis; Nikos Nikolaidis 001; Ioannis Pitas (Signal Process. Image Commun., 2021)

Exploiting Caption Diversity for Unsupervised Video Summarization. - Michail Kaseris; Ioannis Mademlis; Ioannis Pitas (ICASSP, 2022)

An Efficient Framework for Human Action Recognition Based on Graph Convolutional Networks. - Nikolaos Kilis; Christos Papaioannidis; Ioannis Mademlis; Ioannis Pitas (ICIP, 2022)

Fast Semantic Image Segmentation for Autonomous Systems. - Christos Papaioannidis; Ioannis Mademlis; Ioannis Pitas (ICIP, 2022)

Auth-Persons: A Dataset for Detecting Humans in Crowds from Aerial Views. - Charalampos Symeonidis; Ioannis Mademlis; Ioannis Pitas; Nikos Nikolaidis 001 (ICIP, 2022)

Gesture Recognition by Self-Supervised Moving Interest Point Completion for CNN-LSTMs. - Fotini Patrona; Ioannis Mademlis; Ioannis Pitas (IVMSP, 2022)

Neural Knowledge Transfer for Sentiment Analysis in Texts with Figurative Language. - Dionysios Karamouzas; Ioannis Mademlis; Ioannis Pitas (MLSP, 2022)

Autonomous UAV Cinematography. - Ioannis Pitas; Ioannis Mademlis (ACM Multimedia, 2022)

Computer Vision for Autonomous UAV Flight Safety: An Overview and a Vision-based Safe Landing Pipeline Example. - Efstratios Kakaletsis; Charalampos Symeonidis; Maria Tzelepi; Ioannis Mademlis; Anastasios Tefas; Nikos Nikolaidis 001; Ioannis Pitas (ACM Comput. Surv., 2022)

Public opinion monitoring through collective semantic analysis of tweets. - Dionysios Karamouzas; Ioannis Mademlis; Ioannis Pitas (Soc. Netw. Anal. Min., 2022)

Self-supervised visual learning for analyzing firearms trafficking activities on the Web. - Sotirios Konstantakos; Despina Ioanna Chalkiadaki; Ioannis Mademlis; Adamantia Anna Rebolledo Chrysochoou; Georgios Th. Papadopoulos (IEEE Big Data, 2023)

Visual inspection for illicit items in X-ray images using Deep Learning. - Ioannis Mademlis; Georgios Batsis; Adamantia Anna Rebolledo Chrysochoou; Georgios Th. Papadopoulos (IEEE Big Data, 2023)

Illicit item detection in X-ray images for security applications. - Georgios Batsis; Ioannis Mademlis; Georgios Th. Papadopoulos (BigDataService, 2023)

GreekPolitics: Sentiment Analysis on Greek Politically Charged Tweets. - Emmanouil Patsiouras; Ioanna Koroni; Ioannis Mademlis; Ioannis Pitas (EUSIPCO, 2023)

Fast Single-Person 2D Human Pose Estimation Using Multi-Task Convolutional Neural Networks. - Christos Papaioannidis; Ioannis Mademlis; Ioannis Pitas (ICASSP, 2023)

Efficient Feature Extraction for Non-Maximum Suppression in Visual Person Detection. - Charalampos Symeonidis; Ioannis Mademlis; Ioannis Pitas; Nikos Nikolaidis 001 (ICASSP, 2023)

Deep Reinforcement Learning with semi-expert distillation for autonomous UAV cinematography. - Andreas Sochopoulos; Ioannis Mademlis; Evangelos Charalampakis; Sotirios Papadopoulos; Ioannis Pitas (ICME, 2023)

Escaping local minima in deep reinforcement learning for video summarization. - Panagiota Alexoudi; Ioannis Mademlis; Ioannis Pitas (ICMR, 2023)

Neural Natural Language Processing for Long Texts: A Survey of the State-of-the-Art. - Dimitrios Tsirmpas; Ioannis Gkionis; Ioannis Mademlis (CoRR, 2023)

A multiple-UAV architecture for autonomous media production. - Ioannis Mademlis; Arturo Torres-González; Jesús Capitán; Maurizio Montagnuolo; Alberto Messina; Fulvio Negro; Cédric Le Barz; Tiago Gonçalves; Rita Cunha; Bruno Joao Nogueira Guerreiro; Fan Zhang 017; Stephen Boyle; et al. (Multim. Tools Appl., 2023)

Neural Attention-Driven Non-Maximum Suppression for Person Detection. - Charalampos Symeonidis; Ioannis Mademlis; Ioannis Pitas; Nikos Nikolaidis 001 (IEEE Trans. Image Process., 2023)

Fast CNN-Based Single-Person 2D Human Pose Estimation for Autonomous Systems. - Christos Papaioannidis; Ioannis Mademlis; Ioannis Pitas (IEEE Trans. Circuits Syst. Video Technol., 2023)

Fast multidimensional scaling on big geospatial data using neural networks. - Ioannis Mademlis; Georgios Voulgaris; Ioannis Pitas (Earth Sci. Informatics, 2023)

CEASEFIRE: An AI-Powered System for Combating Illicit Firearms Trafficking. - Jorgen Cani; Ioannis Mademlis; Marina Mancuso; Caterina Paternoster; Emmanouil Adamakis; George Margetis; Sylvie Chambon; Alain Crouzil; Loubna Lechelek; Georgia Dede; Spyridon Evangelatos; George Lalas; et al. (IEEE Big Data, 2024)

Lightweight Human Gesture Recognition Using Multimodal Features. - Anestis Christidis; Christos Papaioannidis; Ioannis Mademlis; Ioannis Pitas (EUSIPCO, 2024)

Illicit object detection in X-ray images using Vision Transformers. - Jorgen Cani; Ioannis Mademlis; Adamantia Anna Rebolledo Chrysochoou; Georgios Th. Papadopoulos (CoRR, 2024)

Self-supervised visual learning in the low-data regime: a comparative evaluation. - Sotirios Konstantakos; Despina Ioanna Chalkiadaki; Ioannis Mademlis; Yuki M. Asano; Efstratios Gavves; Georgios Th. Papadopoulos (CoRR, 2024)

CEASEFIRE: An AI-powered system for combatting illicit firearms trafficking. - Ioannis Mademlis; Jorgen Cani; Marina Mancuso; Caterina Paternoster; Emmanouil Adamakis; George Margetis; Sylvie Chambon; Alain Crouzil; Loubna Lechelek; Georgia Dede; Spyridon C. Evangelatos; George Lalas; et al. (CoRR, 2024)

Collaborative Knowledge Distillation via a Learning-by-Education Node Community. - Anestis Kaimakamidis; Ioannis Mademlis; Ioannis Pitas (CoRR, 2024)

Neural natural language processing for long texts: A survey on classification and summarization. - Dimitrios Tsirmpas; Ioannis Gkionis; Georgios Th. Papadopoulos; Ioannis Mademlis (Eng. Appl. Artif. Intell., 2024)

Vision-based drone control for autonomous UAV cinematography. - Ioannis Mademlis; Charalampos Symeonidis; Anastasios Tefas; Ioannis Pitas (Multim. Tools Appl., 2024)

Generative Representation Learning in Recurrent Neural Networks for Causal Timeseries Forecasting. - Georgios Chatziparaskevas; Ioannis Mademlis; Ioannis Pitas (IEEE Trans. Artif. Intell., 2024)

Self-supervised visual learning in the low-data regime: A comparative evaluation. - Sotirios Konstantakos; Jorgen Cani; Ioannis Mademlis; Despina Ioanna Chalkiadaki; Yuki M. Asano; Efstratios Gavves; Georgios Th. Papadopoulos (Neurocomputing, 2025)

Advances in diffusion models for image data augmentation: a review of methods, models, evaluation metrics and future research directions. - Panagiotis Alimisis; Ioannis Mademlis; Panagiotis I. Radoglou-Grammatikis; Panagiotis G. Sarigiannidis; Georgios Th. Papadopoulos (Artif. Intell. Rev., 2025)

Gesture-Controlled Aerial Robot Formation for Human-Swarm Interaction in Safety Monitoring Applications. - Vít Krátký; Giuseppe Silano; Matous Vrba; Christos Papaioannidis; Ioannis Mademlis; Robert Penicka; Ioannis Pitas; Martin Saska (IEEE Robotics Autom. Lett., 2025)