Ioannis Mademlis

77 papers A* 2A 2B 11C 2Misc 6Journal 31Unranked 22

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Advances in diffusion models for image data augmentation: a review of methods, models, evaluation metrics and future research directions. Artif. Intell. Rev. Panagiotis Alimisis, Ioannis Mademlis, Panagiotis I. Radoglou-Grammatikis, Panagiotis G. Sarigiannidis, Georgios Th. Papadopoulos
2025	J	`jnl`	Gesture-Controlled Aerial Robot Formation for Human-Swarm Interaction in Safety Monitoring Applications. IEEE Robotics Autom. Lett. Vít Krátký, Giuseppe Silano, Matous Vrba, Christos Papaioannidis, Ioannis Mademlis, Robert Penicka, Ioannis Pitas, Martin Saska
2025	J	`jnl`	Self-supervised visual learning in the low-data regime: A comparative evaluation. Neurocomputing Sotirios Konstantakos, Jorgen Cani, Ioannis Mademlis, Despina Ioanna Chalkiadaki, Yuki M. Asano, Efstratios Gavves, Georgios Th. Papadopoulos
2024	J	`jnl`	Advances in Diffusion Models for Image Data Augmentation: A Review of Methods, Models, Evaluation Metrics and Future Research Directions. CoRR Panagiotis Alimisis, Ioannis Mademlis, Panagiotis I. Radoglou-Grammatikis, Panagiotis G. Sarigiannidis, Georgios Th. Papadopoulos
2024	B	`conf`	CEASEFIRE: An AI-Powered System for Combating Illicit Firearms Trafficking. IEEE Big Data Jorgen Cani, Ioannis Mademlis, Marina Mancuso, Caterina Paternoster, Emmanouil Adamakis, George Margetis, Sylvie Chambon, Alain Crouzil, Loubna Lechelek, Georgia Dede, Spyridon Evangelatos, George Lalas, Franck Mignet, Pantelis Linardatos, Konstantinos Kentrotis, Henryk Gierszal, Piotr Tyczka, Sophia Karagiorgou, George Pantelis, Georgios Stavropoulos, Konstantinos Votis, Georgios Th. Papadopoulos
2024	J	`jnl`	CEASEFIRE: An AI-powered system for combatting illicit firearms trafficking. CoRR 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, Franck Mignet, Pantelis Linardatos, Konstantinos Kentrotis, Henryk Gierszal, Piotr Tyczka, Sophia Karagiorgou, George Pantelis, Georgios Stavropoulos, Konstantinos Votis, Georgios Th. Papadopoulos
2024	J	`jnl`	Collaborative Knowledge Distillation via a Learning-by-Education Node Community. CoRR Anestis Kaimakamidis, Ioannis Mademlis, Ioannis Pitas
2024	J	`jnl`	Generative Representation Learning in Recurrent Neural Networks for Causal Timeseries Forecasting. IEEE Trans. Artif. Intell. Georgios Chatziparaskevas, Ioannis Mademlis, Ioannis Pitas
2024	J	`jnl`	Gesture-Controlled Aerial Robot Formation for Human-Swarm Interaction in Safety Monitoring Applications. CoRR Vít Krátký, Giuseppe Silano, Matous Vrba, Christos Papaioannidis, Ioannis Mademlis, Robert Penicka, Ioannis Pitas, Martin Saska
2024	J	`jnl`	Illicit object detection in X-ray images using Vision Transformers. CoRR Jorgen Cani, Ioannis Mademlis, Adamantia Anna Rebolledo Chrysochoou, Georgios Th. Papadopoulos
2024	—	`conf`	Lightweight Human Gesture Recognition Using Multimodal Features. EUSIPCO Anestis Christidis, Christos Papaioannidis, Ioannis Mademlis, Ioannis Pitas
2024	J	`jnl`	Neural natural language processing for long texts: A survey on classification and summarization. Eng. Appl. Artif. Intell. Dimitrios Tsirmpas, Ioannis Gkionis, Georgios Th. Papadopoulos, Ioannis Mademlis
2024	J	`jnl`	Self-supervised visual learning in the low-data regime: a comparative evaluation. CoRR Sotirios Konstantakos, Despina Ioanna Chalkiadaki, Ioannis Mademlis, Yuki M. Asano, Efstratios Gavves, Georgios Th. Papadopoulos
2024	J	`jnl`	Vision-based drone control for autonomous UAV cinematography. Multim. Tools Appl. Ioannis Mademlis, Charalampos Symeonidis, Anastasios Tefas, Ioannis Pitas
2023	J	`jnl`	A multiple-UAV architecture for autonomous media production. Multim. Tools Appl. 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, Stephen Boyle, Gregoire Guerout, Anastasios Tefas, Nikos Nikolaidis, David Bull, Ioannis Pitas
2023	A	`conf`	Deep Reinforcement Learning with semi-expert distillation for autonomous UAV cinematography. ICME Andreas Sochopoulos, Ioannis Mademlis, Evangelos Charalampakis, Sotirios Papadopoulos, Ioannis Pitas
2023	Misc	`conf`	Efficient Feature Extraction for Non-Maximum Suppression in Visual Person Detection. ICASSP Charalampos Symeonidis, Ioannis Mademlis, Ioannis Pitas, Nikos Nikolaidis
2023	B	`conf`	Escaping local minima in deep reinforcement learning for video summarization. ICMR Panagiota Alexoudi, Ioannis Mademlis, Ioannis Pitas
2023	J	`jnl`	Fast CNN-Based Single-Person 2D Human Pose Estimation for Autonomous Systems. IEEE Trans. Circuits Syst. Video Technol. Christos Papaioannidis, Ioannis Mademlis, Ioannis Pitas
2023	Misc	`conf`	Fast Single-Person 2D Human Pose Estimation Using Multi-Task Convolutional Neural Networks. ICASSP Christos Papaioannidis, Ioannis Mademlis, Ioannis Pitas
2023	J	`jnl`	Fast multidimensional scaling on big geospatial data using neural networks. Earth Sci. Informatics Ioannis Mademlis, Georgios Voulgaris, Ioannis Pitas
2023	—	`conf`	GreekPolitics: Sentiment Analysis on Greek Politically Charged Tweets. EUSIPCO Emmanouil Patsiouras, Ioanna Koroni, Ioannis Mademlis, Ioannis Pitas
2023	—	`conf`	Illicit item detection in X-ray images for security applications. BigDataService Georgios Batsis, Ioannis Mademlis, Georgios Th. Papadopoulos
2023	J	`jnl`	Illicit item detection in X-ray images for security applications. CoRR Georgios Batsis, Ioannis Mademlis, Georgios Th. Papadopoulos
2023	J	`jnl`	Neural Attention-Driven Non-Maximum Suppression for Person Detection. IEEE Trans. Image Process. Charalampos Symeonidis, Ioannis Mademlis, Ioannis Pitas, Nikos Nikolaidis
2023	J	`jnl`	Neural Natural Language Processing for Long Texts: A Survey of the State-of-the-Art. CoRR Dimitrios Tsirmpas, Ioannis Gkionis, Ioannis Mademlis
2023	B	`conf`	Self-supervised visual learning for analyzing firearms trafficking activities on the Web. IEEE Big Data Sotirios Konstantakos, Despina Ioanna Chalkiadaki, Ioannis Mademlis, Adamantia Anna Rebolledo Chrysochoou, Georgios Th. Papadopoulos
2023	J	`jnl`	Self-supervised visual learning for analyzing firearms trafficking activities on the Web. CoRR Sotirios Konstantakos, Despina Ioanna Chalkiadaki, Ioannis Mademlis, Adamantia Anna Rebolledo Chrysochoou, Georgios Th. Papadopoulos
2023	B	`conf`	Visual inspection for illicit items in X-ray images using Deep Learning. IEEE Big Data Ioannis Mademlis, Georgios Batsis, Adamantia Anna Rebolledo Chrysochoou, Georgios Th. Papadopoulos
2023	J	`jnl`	Visual inspection for illicit items in X-ray images using Deep Learning. CoRR Ioannis Mademlis, Georgios Batsis, Adamantia Anna Rebolledo Chrysochoou, Georgios Th. Papadopoulos
2022	B	`conf`	An Efficient Framework for Human Action Recognition Based on Graph Convolutional Networks. ICIP Nikolaos Kilis, Christos Papaioannidis, Ioannis Mademlis, Ioannis Pitas
2022	B	`conf`	Auth-Persons: A Dataset for Detecting Humans in Crowds from Aerial Views. ICIP Charalampos Symeonidis, Ioannis Mademlis, Ioannis Pitas, Nikos Nikolaidis
2022	A*	`conf`	Autonomous UAV Cinematography. ACM Multimedia Ioannis Pitas, Ioannis Mademlis
2022	J	`jnl`	Computer Vision for Autonomous UAV Flight Safety: An Overview and a Vision-based Safe Landing Pipeline Example. ACM Comput. Surv. Efstratios Kakaletsis, Charalampos Symeonidis, Maria Tzelepi, Ioannis Mademlis, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas
2022	Misc	`conf`	Exploiting Caption Diversity for Unsupervised Video Summarization. ICASSP Michail Kaseris, Ioannis Mademlis, Ioannis Pitas
2022	B	`conf`	Fast Semantic Image Segmentation for Autonomous Systems. ICIP Christos Papaioannidis, Ioannis Mademlis, Ioannis Pitas
2022	—	`conf`	Gesture Recognition by Self-Supervised Moving Interest Point Completion for CNN-LSTMs. IVMSP Fotini Patrona, Ioannis Mademlis, Ioannis Pitas
2022	—	`conf`	Neural Knowledge Transfer for Sentiment Analysis in Texts with Figurative Language. MLSP Dionysios Karamouzas, Ioannis Mademlis, Ioannis Pitas
2022	J	`jnl`	Public opinion monitoring through collective semantic analysis of tweets. Soc. Netw. Anal. Min. Dionysios Karamouzas, Ioannis Mademlis, Ioannis Pitas
2021	B	`conf`	Adversarial Unsupervised Video Summarization Augmented With Dictionary Loss. ICIP Michail Kaseris, Ioannis Mademlis, Ioannis Pitas
2021	A*	`conf`	Autonomous UAV Safety by Visual Human Crowd Detection Using Multi-Task Deep Neural Networks. ICRA Christos Papaioannidis, Ioannis Mademlis, Ioannis Pitas
2021	—	`conf`	Learning Fast and Robust Gesture Recognition. EUSIPCO Christos Papaioannidis, Dimitrios Makrygiannis, Ioannis Mademlis, Ioannis Pitas
2021	J	`jnl`	Multiview vision-based human crowd localization for UAV fleet flight safety. Signal Process. Image Commun. Efstratios Kakaletsis, Ioannis Mademlis, Nikos Nikolaidis, Ioannis Pitas
2021	—	`conf`	Neural vision-based semantic 3D world modeling. WACV (Workshops) Sotirios Papadopoulos, Ioannis Mademlis, Ioannis Pitas
2021	—	`conf`	Optimal video handling in on-line hand gesture recognition using Deep Neural Networks. SSCI Dimitrios Makrygiannis, Christos Papaioannidis, Ioannis Mademlis, Ioannis Pitas
2021	—	`conf`	Procedural Terrain Generation Using Generative Adversarial Networks. EUSIPCO Georgios Voulgaris, Ioannis Mademlis, Ioannis Pitas
2021	—	`conf`	Vision-based UAV Safe Landing exploiting Lightweight Deep Neural Networks. ICIGP Charalampos Symeonidis, Efstratios Kakaletsis, Ioannis Mademlis, Nikos Nikolaidis, Anastasios Tefas, Ioannis Pitas
2020	—	`conf`	Bayesian Fusion of Multiview Human Crowd Detections for Autonomous UAV Fleet Safety. EUSIPCO Efstratios Kakaletsis, Ioannis Mademlis, Nikos Nikolaidis, Ioannis Pitas
2020	J	`jnl`	Shot type constraints in UAV cinematography for autonomous target tracking. Inf. Sci. Iason Karakostas, Ioannis Mademlis, Nikos Nikolaidis, Ioannis Pitas
2020	—	`conf`	Visual Object Detection For Autonomous UAV Cinematography. NLDL Fotini Patrona, Paraskevi Nousi, Ioannis Mademlis, Anastasios Tefas, Ioannis Pitas
2019	J	`jnl`	Autonomous UAV Cinematography: A Tutorial and a Formalized Shot-Type Taxonomy. ACM Comput. Surv. Ioannis Mademlis, Nikos Nikolaidis, Anastasios Tefas, Ioannis Pitas, Tilman Wagner, Alberto Messina
2019	J	`jnl`	Autonomous Unmanned Aerial Vehicles Filming In Dynamic Unstructured Outdoor Environments [Applications Corner]. IEEE Signal Process. Mag. Ioannis Mademlis, Nikos Nikolaidis, Anastasios Tefas, Ioannis Pitas, Tilman Wagner, Alberto Messina
2019	B	`conf`	Computational UAV Cinematography for Intelligent Shooting Based on Semantic Visual Analysis. ICIP Fotini Patrona, Ioannis Mademlis, Anastasios Tefas, Ioannis Pitas
2019	—	`conf`	Embedded UAV Real-Time Visual Object Detection and Tracking. RCAR Paraskevi Nousi, Ioannis Mademlis, Iason Karakostas, Anastasios Tefas, Ioannis Pitas
2019	—	`conf`	Greedy Salient Dictionary Learning for Activity Video Summarization. MMM (1) Ioannis Mademlis, Anastasios Tefas, Ioannis Pitas
2019	J	`jnl`	High-Level Multiple-UAV Cinematography Tools for Covering Outdoor Events. IEEE Trans. Broadcast. Ioannis Mademlis, Vasileios Mygdalis, Nikos Nikolaidis, Maurizio Montagnuolo, Fulvio Negro, Alberto Messina, Ioannis Pitas
2019	—	`conf`	Improving Neural Non-Maximum Suppression for Object Detection by Exploiting Interest-Point Detectors. MLSP Charalampos Symeonidis, Ioannis Mademlis, Nikos Nikolaidis, Ioannis Pitas
2019	Misc	`conf`	Shot Type Feasibility in Autonomous UAV Cinematography. ICASSP Iason Karakostas, Ioannis Mademlis, Nikos Nikolaidis, Ioannis Pitas
2018	J	`jnl`	A salient dictionary learning framework for activity video summarization via key-frame extraction. Inf. Sci. Ioannis Mademlis, Anastasios Tefas, Ioannis Pitas
2018	A	`conf`	Challenges in Autonomous UAV Cinematography: An Overview. ICME Ioannis Mademlis, Vasileios Mygdalis, Nikos Nikolaidis, Ioannis Pitas
2018	—	`conf`	Computational UAV Cinematography for Intelligent A/V Shooting Based on Semantic Visual Analysis. MMSports@MM Fotini Patrona, Ioannis Mademlis, Anastasios Tefas, Ioannis Pitas
2018	—	`conf`	Greedy Salient Dictionary Learning with Optimal Point Reconstruction for Activity video Summarization. MLSP Ioannis Mademlis, Anastasios Tefas, Ioannis Pitas
2018	Misc	`conf`	Regularized Svd-Based Video Frame Saliency for Unsupervised Activity Video Summarization. ICASSP Ioannis Mademlis, Anastasios Tefas, Ioannis Pitas
2018	B	`conf`	UAV Cinematography Constraints Imposed by Visual Target Tracking. ICIP Iason Karakostas, Ioannis Mademlis, Nikos Nikolaidis, Ioannis Pitas
2018	—	`—`	Μέθοδοι μηχανικής μάθησης και μηχανικής όρασης για την ευφυή ανάλυση εικονοσειρών Ioannis Mademlis
2017	—	`conf`	2D visual tracking for sports UAV cinematography applications. GlobalSIP Nikos Nikolaidis, Ioannis Mademlis, Orestis Zachariadis, Vasileios Mygdalis, Ioannis Pitas
2017	—	`conf`	A Multidrone Approach for Autonomous Cinematography Planning. ROBOT (1) Arturo Torres-González, Jesús Capitán, Rita Cunha, Aníbal Ollero, Ioannis Mademlis
2017	J	`jnl`	Automatic Detection of 3D Quality Defects in Stereoscopic Videos Using Binocular Disparity. IEEE Trans. Circuits Syst. Video Technol. Sotirios Delis, Ioannis Mademlis, Nikos Nikolaidis, Ioannis Pitas
2017	B	`conf`	Summarization of human activity videos using a salient dictionary. ICIP Ioannis Mademlis, Anastasios Tefas, Ioannis Pitas
2017	Misc	`conf`	Summarization of human activity videos via low-rank approximation. ICASSP Ioannis Mademlis, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas
2016	—	`conf`	Compact Video Description and Representation for Automated Summarization of Human Activities. INNS Conference on Big Data Ioannis Mademlis, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas
2016	J	`jnl`	Exploiting stereoscopic disparity for augmenting human activity recognition performance. Multim. Tools Appl. Ioannis Mademlis, Alexandros Iosifidis, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas
2016	C	`conf`	Movie shot selection preserving narrative properties. MMSP Ioannis Mademlis, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas
2016	J	`jnl`	Multimodal Stereoscopic Movie Summarization Conforming to Narrative Characteristics. IEEE Trans. Image Process. Ioannis Mademlis, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas
2015	—	`conf`	Stereoscopic video description for key-frame extraction in movie summarization. EUSIPCO Ioannis Mademlis, Nikos Nikolaidis, Ioannis Pitas
2014	C	`conf`	Efficient automatic detection of 3D video artifacts. MMSP Mohan Liu, Ioannis Mademlis, Patrick Ndjiki-Nya, Jean-Charles Le Quintrec, Nikos Nikolaidis, Ioannis Pitas
2014	—	`conf`	Stereoscopic video description for human action recognition. CIMSIVP Ioannis Mademlis, Alexandros Iosifidis, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas