Ioannis Mademlis

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 67

Top Topics

Gesture Recognition

Video Summarization

Language Processing

Top Venues

Publications

Vít Krátký, Giuseppe Silano, Matous Vrba, Christos Papaioannidis, Ioannis Mademlis, Robert Penicka, Ioannis Pitas, Martin Saska
Gesture-Controlled Aerial Robot Formation for Human-Swarm Interaction in Safety Monitoring Applications. CoRR (2024)
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
CEASEFIRE: An AI-powered system for combatting illicit firearms trafficking. CoRR (2024)
Dimitrios Tsirmpas, Ioannis Gkionis, Georgios Th. Papadopoulos, Ioannis Mademlis
Neural natural language processing for long texts: A survey on classification and summarization. Eng. Appl. Artif. Intell. 133 (2024)
Jorgen Cani, Ioannis Mademlis, Adamantia Anna Rebolledo Chrysochoou, Georgios Th. Papadopoulos
Illicit object detection in X-ray images using Vision Transformers. CoRR (2024)
Panagiotis Alimisis, Ioannis Mademlis, Panagiotis I. Radoglou-Grammatikis, Panagiotis G. Sarigiannidis, Georgios Th. Papadopoulos
Advances in Diffusion Models for Image Data Augmentation: A Review of Methods, Models, Evaluation Metrics and Future Research Directions. CoRR (2024)
Ioannis Mademlis, Charalampos Symeonidis, Anastasios Tefas, Ioannis Pitas
Vision-based drone control for autonomous UAV cinematography. Multim. Tools Appl. 83 (8) (2024)
Sotirios Konstantakos, Despina Ioanna Chalkiadaki, Ioannis Mademlis, Yuki M. Asano, Efstratios Gavves, Georgios Th. Papadopoulos
Self-supervised visual learning in the low-data regime: a comparative evaluation. CoRR (2024)
Charalampos Symeonidis, Ioannis Mademlis, Ioannis Pitas, Nikos Nikolaidis
Neural Attention-Driven Non-Maximum Suppression for Person Detection. IEEE Trans. Image Process. 32 (2023)
Ioannis Mademlis, Arturo Torres-González, Jesús Capitán, Maurizio Montagnuolo, Alberto Messina, Fulvio Negro, Cedric Le Barz, Tiago Gonçalves, Rita Cunha, Bruno Joao Nogueira Guerreiro, Fan Zhang, Stephen Boyle, Gregoire Guerout, Anastasios Tefas, Nikos Nikolaidis, David R. Bull, Ioannis Pitas
A multiple-UAV architecture for autonomous media production. Multim. Tools Appl. 82 (2) (2023)
Sotirios Konstantakos, Despina Ioanna Chalkiadaki, Ioannis Mademlis, Adamantia Anna Rebolledo Chrysochoou, Georgios Th. Papadopoulos
Self-supervised visual learning for analyzing firearms trafficking activities on the Web. BigData (2023)
Sotirios Konstantakos, Despina Ioanna Chalkiadaki, Ioannis Mademlis, Adamantia Anna Rebolledo Chrysochoou, Georgios Th. Papadopoulos
Self-supervised visual learning for analyzing firearms trafficking activities on the Web. CoRR (2023)
Georgios Batsis, Ioannis Mademlis, Georgios Th. Papadopoulos
Illicit item detection in X-ray images for security applications. BigDataService (2023)
Ioannis Mademlis, Georgios Voulgaris, Ioannis Pitas
Fast multidimensional scaling on big geospatial data using neural networks. Earth Sci. Informatics 16 (3) (2023)
Christos Papaioannidis, Ioannis Mademlis, Ioannis Pitas
Fast Single-Person 2D Human Pose Estimation Using Multi-Task Convolutional Neural Networks. ICASSP (2023)
Andreas Sochopoulos, Ioannis Mademlis, Evangelos Charalampakis, Sotirios Papadopoulos, Ioannis Pitas
Deep Reinforcement Learning with semi-expert distillation for autonomous UAV cinematography. ICME (2023)
Emmanouil Patsiouras, Ioanna Koroni, Ioannis Mademlis, Ioannis Pitas
GreekPolitics: Sentiment Analysis on Greek Politically Charged Tweets. EUSIPCO (2023)
Ioannis Mademlis, Georgios Batsis, Adamantia Anna Rebolledo Chrysochoou, Georgios Th. Papadopoulos
Visual inspection for illicit items in X-ray images using Deep Learning. CoRR (2023)
Panagiota Alexoudi, Ioannis Mademlis, Ioannis Pitas
Escaping local minima in deep reinforcement learning for video summarization. ICMR (2023)
Christos Papaioannidis, Ioannis Mademlis, Ioannis Pitas
Fast CNN-Based Single-Person 2D Human Pose Estimation for Autonomous Systems. IEEE Trans. Circuits Syst. Video Technol. 33 (3) (2023)
Dimitrios Tsirmpas, Ioannis Gkionis, Ioannis Mademlis
Neural Natural Language Processing for Long Texts: A Survey of the State-of-the-Art. CoRR (2023)
Ioannis Mademlis, Georgios Batsis, Adamantia Anna Rebolledo Chrysochoou, Georgios Th. Papadopoulos
Visual inspection for illicit items in X-ray images using Deep Learning. BigData (2023)
Charalampos Symeonidis, Ioannis Mademlis, Ioannis Pitas, Nikos Nikolaidis
Efficient Feature Extraction for Non-Maximum Suppression in Visual Person Detection. ICASSP (2023)
Georgios Batsis, Ioannis Mademlis, Georgios Th. Papadopoulos
Illicit item detection in X-ray images for security applications. CoRR (2023)
Michail Kaseris, Ioannis Mademlis, Ioannis Pitas
Exploiting Caption Diversity for Unsupervised Video Summarization. ICASSP (2022)
Ioannis Pitas, Ioannis Mademlis
Autonomous UAV Cinematography. ACM Multimedia (2022)
Fotini Patrona, Ioannis Mademlis, Ioannis Pitas
Gesture Recognition by Self-Supervised Moving Interest Point Completion for CNN-LSTMs. IVMSP (2022)
Dionysios Karamouzas, Ioannis Mademlis, Ioannis Pitas
Public opinion monitoring through collective semantic analysis of tweets. Soc. Netw. Anal. Min. 12 (1) (2022)
Christos Papaioannidis, Ioannis Mademlis, Ioannis Pitas
Fast Semantic Image Segmentation for Autonomous Systems. ICIP (2022)
Nikolaos Kilis, Christos Papaioannidis, Ioannis Mademlis, Ioannis Pitas
An Efficient Framework for Human Action Recognition Based on Graph Convolutional Networks. ICIP (2022)
Dionysios Karamouzas, Ioannis Mademlis, Ioannis Pitas
Neural Knowledge Transfer for Sentiment Analysis in Texts with Figurative Language. MLSP (2022)
Charalampos Symeonidis, Ioannis Mademlis, Ioannis Pitas, Nikos Nikolaidis
Auth-Persons: A Dataset for Detecting Humans in Crowds from Aerial Views. ICIP (2022)
Efstratios Kakaletsis, Charalampos Symeonidis, Maria Tzelepi, Ioannis Mademlis, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas
Computer Vision for Autonomous UAV Flight Safety: An Overview and a Vision-based Safe Landing Pipeline Example. ACM Comput. Surv. 54 (9) (2022)
Sotirios Papadopoulos, Ioannis Mademlis, Ioannis Pitas
Neural vision-based semantic 3D world modeling. WACV (Workshops) (2021)
Charalampos Symeonidis, Efstratios Kakaletsis, Ioannis Mademlis, Nikos Nikolaidis, Anastasios Tefas, Ioannis Pitas
Vision-based UAV Safe Landing exploiting Lightweight Deep Neural Networks. ICIGP (2021)
Michail Kaseris, Ioannis Mademlis, Ioannis Pitas
Adversarial Unsupervised Video Summarization Augmented With Dictionary Loss. ICIP (2021)
Christos Papaioannidis, Ioannis Mademlis, Ioannis Pitas
Autonomous UAV Safety by Visual Human Crowd Detection Using Multi-Task Deep Neural Networks. ICRA (2021)
Christos Papaioannidis, Dimitrios Makrygiannis, Ioannis Mademlis, Ioannis Pitas
Learning Fast and Robust Gesture Recognition. EUSIPCO (2021)
Efstratios Kakaletsis, Ioannis Mademlis, Nikos Nikolaidis, Ioannis Pitas
Multiview vision-based human crowd localization for UAV fleet flight safety. Signal Process. Image Commun. 99 (2021)
Dimitrios Makrygiannis, Christos Papaioannidis, Ioannis Mademlis, Ioannis Pitas
Optimal video handling in on-line hand gesture recognition using Deep Neural Networks. SSCI (2021)
Georgios Voulgaris, Ioannis Mademlis, Ioannis Pitas
Procedural Terrain Generation Using Generative Adversarial Networks. EUSIPCO (2021)
Iason Karakostas, Ioannis Mademlis, Nikos Nikolaidis, Ioannis Pitas
Shot type constraints in UAV cinematography for autonomous target tracking. Inf. Sci. 506 (2020)
Efstratios Kakaletsis, Ioannis Mademlis, Nikos Nikolaidis, Ioannis Pitas
Bayesian Fusion of Multiview Human Crowd Detections for Autonomous UAV Fleet Safety. EUSIPCO (2020)
Fotini Patrona, Paraskevi Nousi, Ioannis Mademlis, Anastasios Tefas, Ioannis Pitas
Visual Object Detection For Autonomous UAV Cinematography. NLDL (2020)
Ioannis Mademlis, Nikos Nikolaidis, Anastasios Tefas, Ioannis Pitas, Tilman Wagner, Alberto Messina
Autonomous UAV Cinematography: A Tutorial and a Formalized Shot-Type Taxonomy. ACM Comput. Surv. 52 (5) (2019)
Paraskevi Nousi, Ioannis Mademlis, Iason Karakostas, Anastasios Tefas, Ioannis Pitas
Embedded UAV Real-Time Visual Object Detection and Tracking. RCAR (2019)
Iason Karakostas, Ioannis Mademlis, Nikos Nikolaidis, Ioannis Pitas
Shot Type Feasibility in Autonomous UAV Cinematography. ICASSP (2019)
Fotini Patrona, Ioannis Mademlis, Anastasios Tefas, Ioannis Pitas
Computational UAV Cinematography for Intelligent Shooting Based on Semantic Visual Analysis. ICIP (2019)
Ioannis Mademlis, Nikos Nikolaidis, Anastasios Tefas, Ioannis Pitas, Tilman Wagner, Alberto Messina
Autonomous Unmanned Aerial Vehicles Filming In Dynamic Unstructured Outdoor Environments [Applications Corner]. IEEE Signal Process. Mag. 36 (1) (2019)
Ioannis Mademlis, Anastasios Tefas, Ioannis Pitas
Greedy Salient Dictionary Learning for Activity Video Summarization. MMM (1) (2019)
Charalampos Symeonidis, Ioannis Mademlis, Nikos Nikolaidis, Ioannis Pitas
Improving Neural Non-Maximum Suppression for Object Detection by Exploiting Interest-Point Detectors. MLSP (2019)
Ioannis Mademlis, Vasileios Mygdalis, Nikos Nikolaidis, Maurizio Montagnuolo, Fulvio Negro, Alberto Messina, Ioannis Pitas
High-Level Multiple-UAV Cinematography Tools for Covering Outdoor Events. IEEE Trans. Broadcast. 65 (3) (2019)
Ioannis Mademlis, Anastasios Tefas, Ioannis Pitas
Regularized Svd-Based Video Frame Saliency for Unsupervised Activity Video Summarization. ICASSP (2018)
Iason Karakostas, Ioannis Mademlis, Nikos Nikolaidis, Ioannis Pitas
UAV Cinematography Constraints Imposed by Visual Target Tracking. ICIP (2018)
Ioannis Mademlis, Anastasios Tefas, Ioannis Pitas
A salient dictionary learning framework for activity video summarization via key-frame extraction. Inf. Sci. 432 (2018)
Ioannis Mademlis, Anastasios Tefas, Ioannis Pitas
Greedy Salient Dictionary Learning with Optimal Point Reconstruction for Activity video Summarization. MLSP (2018)
Ioannis Mademlis, Vasileios Mygdalis, Nikos Nikolaidis, Ioannis Pitas
Challenges in Autonomous UAV Cinematography: An Overview. ICME (2018)
Fotini Patrona, Ioannis Mademlis, Anastasios Tefas, Ioannis Pitas
Computational UAV Cinematography for Intelligent A/V Shooting Based on Semantic Visual Analysis. MMSports@MM (2018)
Nikos Nikolaidis, Ioannis Mademlis, Orestis Zachariadis, Vasileios Mygdalis, Ioannis Pitas
2D visual tracking for sports UAV cinematography applications. GlobalSIP (2017)
Ioannis Mademlis, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas
Summarization of human activity videos via low-rank approximation. ICASSP (2017)
Sotirios Delis, Ioannis Mademlis, Nikos Nikolaidis, Ioannis Pitas
Automatic Detection of 3D Quality Defects in Stereoscopic Videos Using Binocular Disparity. IEEE Trans. Circuits Syst. Video Technol. 27 (5) (2017)
Ioannis Mademlis, Anastasios Tefas, Ioannis Pitas
Summarization of human activity videos using a salient dictionary. ICIP (2017)
Arturo Torres-González, Jesús Capitán, Rita Cunha, Aníbal Ollero, Ioannis Mademlis
A Multidrone Approach for Autonomous Cinematography Planning. ROBOT (1) (2017)
Ioannis Mademlis, Alexandros Iosifidis, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas
Exploiting stereoscopic disparity for augmenting human activity recognition performance. Multim. Tools Appl. 75 (19) (2016)
Ioannis Mademlis, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas
Movie shot selection preserving narrative properties. MMSP (2016)
Ioannis Mademlis, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas
Compact Video Description and Representation for Automated Summarization of Human Activities. INNS Conference on Big Data (2016)
Ioannis Mademlis, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas
Multimodal Stereoscopic Movie Summarization Conforming to Narrative Characteristics. IEEE Trans. Image Process. 25 (12) (2016)
Ioannis Mademlis, Nikos Nikolaidis, Ioannis Pitas
Stereoscopic video description for key-frame extraction in movie summarization. EUSIPCO (2015)
Mohan Liu, Ioannis Mademlis, Patrick Ndjiki-Nya, Jean-Charles Le Quintrec, Nikos Nikolaidis, Ioannis Pitas
Efficient automatic detection of 3D video artifacts. MMSP (2014)
Ioannis Mademlis, Alexandros Iosifidis, Anastasios Tefas, Nikos Nikolaidis, Ioannis Pitas
Stereoscopic video description for human action recognition. CIMSIVP (2014)