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Ioannis Mademlis
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2020 – today
- 2024
- [j17]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: 108231 (2024) - [j16]Ioannis Mademlis
, Charalampos Symeonidis, Anastasios Tefas, Ioannis Pitas:
Vision-based drone control for autonomous UAV cinematography. Multim. Tools Appl. 83(8): 25055-25083 (2024) - [i9]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 abs/2403.15333 (2024) - [i8]Jorgen Cani, Ioannis Mademlis, Adamantia Anna Rebolledo Chrysochoou, Georgios Th. Papadopoulos:
Illicit object detection in X-ray images using Vision Transformers. CoRR abs/2403.19043 (2024) - [i7]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 abs/2404.17202 (2024) - [i6]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 abs/2406.14949 (2024) - [i5]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 abs/2407.04103 (2024) - 2023
- [j15]Ioannis Mademlis
, Georgios Voulgaris, Ioannis Pitas:
Fast multidimensional scaling on big geospatial data using neural networks. Earth Sci. Informatics 16(3): 2241-2249 (2023) - [j14]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:
A multiple-UAV architecture for autonomous media production. Multim. Tools Appl. 82(2): 1905-1934 (2023) - [j13]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): 1262-1275 (2023) - [j12]Charalampos Symeonidis
, Ioannis Mademlis
, Ioannis Pitas, Nikos Nikolaidis
:
Neural Attention-Driven Non-Maximum Suppression for Person Detection. IEEE Trans. Image Process. 32: 2454-2467 (2023) - [c43]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. IEEE Big Data 2023: 4071-4080 - [c42]Ioannis Mademlis, Georgios Batsis, Adamantia Anna Rebolledo Chrysochoou, Georgios Th. Papadopoulos:
Visual inspection for illicit items in X-ray images using Deep Learning. IEEE Big Data 2023: 4081-4089 - [c41]Georgios Batsis, Ioannis Mademlis
, Georgios Th. Papadopoulos:
Illicit item detection in X-ray images for security applications. BigDataService 2023: 63-70 - [c40]Emmanouil Patsiouras, Ioanna Koroni, Ioannis Mademlis, Ioannis Pitas:
GreekPolitics: Sentiment Analysis on Greek Politically Charged Tweets. EUSIPCO 2023: 1320-1324 - [c39]Christos Papaioannidis, Ioannis Mademlis, Ioannis Pitas:
Fast Single-Person 2D Human Pose Estimation Using Multi-Task Convolutional Neural Networks. ICASSP 2023: 1-5 - [c38]Charalampos Symeonidis, Ioannis Mademlis, Ioannis Pitas, Nikos Nikolaidis:
Efficient Feature Extraction for Non-Maximum Suppression in Visual Person Detection. ICASSP 2023: 1-5 - [c37]Andreas Sochopoulos, Ioannis Mademlis
, Evangelos Charalampakis, Sotirios Papadopoulos, Ioannis Pitas:
Deep Reinforcement Learning with semi-expert distillation for autonomous UAV cinematography. ICME 2023: 1325-1330 - [c36]Panagiota Alexoudi
, Ioannis Mademlis
, Ioannis Pitas
:
Escaping local minima in deep reinforcement learning for video summarization. ICMR 2023: 530-534 - [i4]Georgios Batsis, Ioannis Mademlis, Georgios Th. Papadopoulos:
Illicit item detection in X-ray images for security applications. CoRR abs/2305.01936 (2023) - [i3]Dimitrios Tsirmpas, Ioannis Gkionis, Ioannis Mademlis:
Neural Natural Language Processing for Long Texts: A Survey of the State-of-the-Art. CoRR abs/2305.16259 (2023) - [i2]Ioannis Mademlis
, Georgios Batsis, Adamantia Anna Rebolledo Chrysochoou, Georgios Th. Papadopoulos:
Visual inspection for illicit items in X-ray images using Deep Learning. CoRR abs/2310.03658 (2023) - [i1]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 abs/2310.07975 (2023) - 2022
- [j11]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): 181:1-181:37 (2022) - [j10]Dionysios Karamouzas, Ioannis Mademlis
, Ioannis Pitas:
Public opinion monitoring through collective semantic analysis of tweets. Soc. Netw. Anal. Min. 12(1): 91 (2022) - [c35]Michail Kaseris, Ioannis Mademlis
, Ioannis Pitas:
Exploiting Caption Diversity for Unsupervised Video Summarization. ICASSP 2022: 1650-1654 - [c34]Charalampos Symeonidis, Ioannis Mademlis
, Ioannis Pitas, Nikos Nikolaidis
:
Auth-Persons: A Dataset for Detecting Humans in Crowds from Aerial Views. ICIP 2022: 596-600 - [c33]Nikolaos Kilis, Christos Papaioannidis, Ioannis Mademlis
, Ioannis Pitas:
An Efficient Framework for Human Action Recognition Based on Graph Convolutional Networks. ICIP 2022: 1441-1445 - [c32]Christos Papaioannidis, Ioannis Mademlis
, Ioannis Pitas:
Fast Semantic Image Segmentation for Autonomous Systems. ICIP 2022: 2646-2650 - [c31]Fotini Patrona, Ioannis Mademlis
, Ioannis Pitas:
Gesture Recognition by Self-Supervised Moving Interest Point Completion for CNN-LSTMs. IVMSP 2022: 1-5 - [c30]Dionysios Karamouzas, Ioannis Mademlis
, Ioannis Pitas:
Neural Knowledge Transfer for Sentiment Analysis in Texts with Figurative Language. MLSP 2022: 1-6 - [c29]Ioannis Pitas, Ioannis Mademlis
:
Autonomous UAV Cinematography. ACM Multimedia 2022: 7374-7376 - 2021
- [j9]Efstratios Kakaletsis
, Ioannis Mademlis
, Nikos Nikolaidis
, Ioannis Pitas:
Multiview vision-based human crowd localization for UAV fleet flight safety. Signal Process. Image Commun. 99: 116484 (2021) - [c28]Georgios Voulgaris, Ioannis Mademlis
, Ioannis Pitas:
Procedural Terrain Generation Using Generative Adversarial Networks. EUSIPCO 2021: 686-690 - [c27]Christos Papaioannidis, Dimitrios Makrygiannis, Ioannis Mademlis
, Ioannis Pitas:
Learning Fast and Robust Gesture Recognition. EUSIPCO 2021: 761-765 - [c26]Charalampos Symeonidis, Efstratios Kakaletsis
, Ioannis Mademlis
, Nikos Nikolaidis
, Anastasios Tefas
, Ioannis Pitas:
Vision-based UAV Safe Landing exploiting Lightweight Deep Neural Networks. ICIGP 2021: 13-19 - [c25]Michail Kaseris, Ioannis Mademlis
, Ioannis Pitas:
Adversarial Unsupervised Video Summarization Augmented With Dictionary Loss. ICIP 2021: 2683-2687 - [c24]Christos Papaioannidis, Ioannis Mademlis
, Ioannis Pitas:
Autonomous UAV Safety by Visual Human Crowd Detection Using Multi-Task Deep Neural Networks. ICRA 2021: 11074-11080 - [c23]Dimitrios Makrygiannis, Christos Papaioannidis, Ioannis Mademlis
, Ioannis Pitas:
Optimal video handling in on-line hand gesture recognition using Deep Neural Networks. SSCI 2021: 1-7 - [c22]Sotirios Papadopoulos, Ioannis Mademlis
, Ioannis Pitas:
Neural vision-based semantic 3D world modeling. WACV (Workshops) 2021: 181-190 - 2020
- [j8]Iason Karakostas
, Ioannis Mademlis
, Nikos Nikolaidis
, Ioannis Pitas:
Shot type constraints in UAV cinematography for autonomous target tracking. Inf. Sci. 506: 273-294 (2020) - [c21]Efstratios Kakaletsis
, Ioannis Mademlis
, Nikos Nikolaidis
, Ioannis Pitas:
Bayesian Fusion of Multiview Human Crowd Detections for Autonomous UAV Fleet Safety. EUSIPCO 2020: 2473-2477 - [c20]Fotini Patrona, Paraskevi Nousi, Ioannis Mademlis
, Anastasios Tefas, Ioannis Pitas:
Visual Object Detection For Autonomous UAV Cinematography. NLDL 2020: 1-6
2010 – 2019
- 2019
- [j7]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): 105:1-105:33 (2019) - [j6]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): 147-153 (2019) - [j5]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): 627-635 (2019) - [c19]Iason Karakostas
, Ioannis Mademlis
, Nikos Nikolaidis
, Ioannis Pitas:
Shot Type Feasibility in Autonomous UAV Cinematography. ICASSP 2019: 1937-1941 - [c18]Fotini Patrona, Ioannis Mademlis
, Anastasios Tefas
, Ioannis Pitas:
Computational UAV Cinematography for Intelligent Shooting Based on Semantic Visual Analysis. ICIP 2019: 4155-4159 - [c17]Charalampos Symeonidis, Ioannis Mademlis
, Nikos Nikolaidis
, Ioannis Pitas:
Improving Neural Non-Maximum Suppression for Object Detection by Exploiting Interest-Point Detectors. MLSP 2019: 1-6 - [c16]Ioannis Mademlis
, Anastasios Tefas
, Ioannis Pitas:
Greedy Salient Dictionary Learning for Activity Video Summarization. MMM (1) 2019: 578-589 - [c15]Paraskevi Nousi, Ioannis Mademlis
, Iason Karakostas
, Anastasios Tefas
, Ioannis Pitas:
Embedded UAV Real-Time Visual Object Detection and Tracking. RCAR 2019: 708-713 - 2018
- [b1]Ioannis Mademlis:
Μέθοδοι μηχανικής μάθησης και μηχανικής όρασης για την ευφυή ανάλυση εικονοσειρών. Aristotle University Of Thessaloniki, Greece, 2018 - [j4]Ioannis Mademlis
, Anastasios Tefas
, Ioannis Pitas:
A salient dictionary learning framework for activity video summarization via key-frame extraction. Inf. Sci. 432: 319-331 (2018) - [c14]Ioannis Mademlis
, Anastasios Tefas
, Ioannis Pitas:
Regularized Svd-Based Video Frame Saliency for Unsupervised Activity Video Summarization. ICASSP 2018: 2691-2695 - [c13]Iason Karakostas
, Ioannis Mademlis
, Nikos Nikolaidis
, Ioannis Pitas:
UAV Cinematography Constraints Imposed by Visual Target Tracking. ICIP 2018: 76-80 - [c12]Ioannis Mademlis
, Vasileios Mygdalis
, Nikos Nikolaidis
, Ioannis Pitas:
Challenges in Autonomous UAV Cinematography: An Overview. ICME 2018: 1-6 - [c11]Ioannis Mademlis
, Anastasios Tefas
, Ioannis Pitas:
Greedy Salient Dictionary Learning with Optimal Point Reconstruction for Activity video Summarization. MLSP 2018: 1-6 - [c10]Fotini Patrona, Ioannis Mademlis, Anastasios Tefas, Ioannis Pitas:
Computational UAV Cinematography for Intelligent A/V Shooting Based on Semantic Visual Analysis. MMSports@MM 2018: 31-38 - 2017
- [j3]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): 977-991 (2017) - [c9]Nikos Nikolaidis
, Ioannis Mademlis
, Orestis Zachariadis, Vasileios Mygdalis
, Ioannis Pitas:
2D visual tracking for sports UAV cinematography applications. GlobalSIP 2017: 36-40 - [c8]Ioannis Mademlis
, Anastasios Tefas
, Nikos Nikolaidis
, Ioannis Pitas:
Summarization of human activity videos via low-rank approximation. ICASSP 2017: 1627-1631 - [c7]Ioannis Mademlis
, Anastasios Tefas
, Ioannis Pitas:
Summarization of human activity videos using a salient dictionary. ICIP 2017: 625-629 - [c6]Arturo Torres-González
, Jesús Capitán, Rita Cunha
, Aníbal Ollero, Ioannis Mademlis
:
A Multidrone Approach for Autonomous Cinematography Planning. ROBOT (1) 2017: 337-349 - 2016
- [j2]Ioannis Mademlis
, Alexandros Iosifidis
, Anastasios Tefas
, Nikos Nikolaidis
, Ioannis Pitas:
Exploiting stereoscopic disparity for augmenting human activity recognition performance. Multim. Tools Appl. 75(19): 11641-11660 (2016) - [j1]Ioannis Mademlis
, Anastasios Tefas
, Nikos Nikolaidis
, Ioannis Pitas:
Multimodal Stereoscopic Movie Summarization Conforming to Narrative Characteristics. IEEE Trans. Image Process. 25(12): 5828-5840 (2016) - [c5]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: 18-28 - [c4]Ioannis Mademlis
, Anastasios Tefas
, Nikos Nikolaidis
, Ioannis Pitas:
Movie shot selection preserving narrative properties. MMSP 2016: 1-5 - 2015
- [c3]Ioannis Mademlis
, Nikos Nikolaidis
, Ioannis Pitas:
Stereoscopic video description for key-frame extraction in movie summarization. EUSIPCO 2015: 819-823 - 2014
- [c2]Ioannis Mademlis
, Alexandros Iosifidis
, Anastasios Tefas
, Nikos Nikolaidis
, Ioannis Pitas:
Stereoscopic video description for human action recognition. CIMSIVP 2014: 1-6 - [c1]Mohan Liu, Ioannis Mademlis
, Patrick Ndjiki-Nya, Jean-Charles Le Quintrec, Nikos Nikolaidis
, Ioannis Pitas:
Efficient automatic detection of 3D video artifacts. MMSP 2014: 1-6
Coauthor Index
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last updated on 2024-08-08 19:14 CEST by the dblp team
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