Ioannis Mademlis

Orcid: 0000-0001-5479-0632

According to our database1, Ioannis Mademlis authored at least 63 papers between 2014 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Vision-based drone control for autonomous UAV cinematography.
Multim. Tools Appl., 2024

Illicit object detection in X-ray images using Vision Transformers.
CoRR, 2024

Gesture-Controlled Aerial Robot Formation for Human-Swarm Interaction in Safety Monitoring Applications.
CoRR, 2024

2023
Fast multidimensional scaling on big geospatial data using neural networks.
Earth Sci. Informatics, September, 2023

Fast CNN-Based Single-Person 2D Human Pose Estimation for Autonomous Systems.
IEEE Trans. Circuits Syst. Video Technol., March, 2023

Neural Attention-Driven Non-Maximum Suppression for Person Detection.
IEEE Trans. Image Process., 2023

A multiple-UAV architecture for autonomous media production.
Multim. Tools Appl., 2023

Neural Natural Language Processing for Long Texts: A Survey of the State-of-the-Art.
CoRR, 2023

Escaping local minima in deep reinforcement learning for video summarization.
Proceedings of the 2023 ACM International Conference on Multimedia Retrieval, 2023

Deep Reinforcement Learning with semi-expert distillation for autonomous UAV cinematography.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Efficient Feature Extraction for Non-Maximum Suppression in Visual Person Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023

Fast Single-Person 2D Human Pose Estimation Using Multi-Task Convolutional Neural Networks.
Proceedings of the IEEE International Conference on Acoustics, 2023

GreekPolitics: Sentiment Analysis on Greek Politically Charged Tweets.
Proceedings of the 31st European Signal Processing Conference, 2023

Illicit item detection in X-ray images for security applications.
Proceedings of the IEEE Ninth International Conference on Big Data Computing Service and Applications, 2023

Visual inspection for illicit items in X-ray images using Deep Learning.
Proceedings of the IEEE International Conference on Big Data, 2023

Self-supervised visual learning for analyzing firearms trafficking activities on the Web.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
Public opinion monitoring through collective semantic analysis of tweets.
Soc. Netw. Anal. Min., 2022

Computer Vision for Autonomous UAV Flight Safety: An Overview and a Vision-based Safe Landing Pipeline Example.
ACM Comput. Surv., 2022

Autonomous UAV Cinematography.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Neural Knowledge Transfer for Sentiment Analysis in Texts with Figurative Language.
Proceedings of the 32nd IEEE International Workshop on Machine Learning for Signal Processing, 2022

Gesture Recognition by Self-Supervised Moving Interest Point Completion for CNN-LSTMs.
Proceedings of the 14th IEEE Image, Video, and Multidimensional Signal Processing Workshop, 2022

Auth-Persons: A Dataset for Detecting Humans in Crowds from Aerial Views.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Fast Semantic Image Segmentation for Autonomous Systems.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

An Efficient Framework for Human Action Recognition Based on Graph Convolutional Networks.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Exploiting Caption Diversity for Unsupervised Video Summarization.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Multiview vision-based human crowd localization for UAV fleet flight safety.
Signal Process. Image Commun., 2021

Neural vision-based semantic 3D world modeling.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision Workshops, 2021

Optimal video handling in on-line hand gesture recognition using Deep Neural Networks.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

Autonomous UAV Safety by Visual Human Crowd Detection Using Multi-Task Deep Neural Networks.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Adversarial Unsupervised Video Summarization Augmented With Dictionary Loss.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Vision-based UAV Safe Landing exploiting Lightweight Deep Neural Networks.
Proceedings of the ICIGP 2021: The 4th International Conference on Image and Graphics Processing, Sanya, China, 1, 2021

Procedural Terrain Generation Using Generative Adversarial Networks.
Proceedings of the 29th European Signal Processing Conference, 2021

Learning Fast and Robust Gesture Recognition.
Proceedings of the 29th European Signal Processing Conference, 2021

2020
Shot type constraints in UAV cinematography for autonomous target tracking.
Inf. Sci., 2020

Visual Object Detection For Autonomous UAV Cinematography.
Proceedings of the 2020 Northern Lights Deep Learning Workshop, 2020

Bayesian Fusion of Multiview Human Crowd Detections for Autonomous UAV Fleet Safety.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
High-Level Multiple-UAV Cinematography Tools for Covering Outdoor Events.
IEEE Trans. Broadcast., 2019

Autonomous Unmanned Aerial Vehicles Filming In Dynamic Unstructured Outdoor Environments [Applications Corner].
IEEE Signal Process. Mag., 2019

Autonomous UAV Cinematography: A Tutorial and a Formalized Shot-Type Taxonomy.
ACM Comput. Surv., 2019

Embedded UAV Real-Time Visual Object Detection and Tracking.
Proceedings of the 2019 IEEE International Conference on Real-time Computing and Robotics, 2019

Greedy Salient Dictionary Learning for Activity Video Summarization.
Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

Improving Neural Non-Maximum Suppression for Object Detection by Exploiting Interest-Point Detectors.
Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

Computational UAV Cinematography for Intelligent Shooting Based on Semantic Visual Analysis.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Shot Type Feasibility in Autonomous UAV Cinematography.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Μέθοδοι μηχανικής μάθησης και μηχανικής όρασης για την ευφυή ανάλυση εικονοσειρών
PhD thesis, 2018

A salient dictionary learning framework for activity video summarization via key-frame extraction.
Inf. Sci., 2018

Computational UAV Cinematography for Intelligent A/V Shooting Based on Semantic Visual Analysis.
Proceedings of the 1st International Workshop on Multimedia Content Analysis in Sports, 2018

Greedy Salient Dictionary Learning with Optimal Point Reconstruction for Activity video Summarization.
Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018

Challenges in Autonomous UAV Cinematography: An Overview.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

UAV Cinematography Constraints Imposed by Visual Target Tracking.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Regularized Svd-Based Video Frame Saliency for Unsupervised Activity Video Summarization.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Automatic Detection of 3D Quality Defects in Stereoscopic Videos Using Binocular Disparity.
IEEE Trans. Circuits Syst. Video Technol., 2017

A Multidrone Approach for Autonomous Cinematography Planning.
Proceedings of the ROBOT 2017: Third Iberian Robotics Conference, 2017

Summarization of human activity videos using a salient dictionary.
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

Summarization of human activity videos via low-rank approximation.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2D visual tracking for sports UAV cinematography applications.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

2016
Multimodal Stereoscopic Movie Summarization Conforming to Narrative Characteristics.
IEEE Trans. Image Process., 2016

Exploiting stereoscopic disparity for augmenting human activity recognition performance.
Multim. Tools Appl., 2016

Movie shot selection preserving narrative properties.
Proceedings of the 18th IEEE International Workshop on Multimedia Signal Processing, 2016

Compact Video Description and Representation for Automated Summarization of Human Activities.
Proceedings of the Advances in Big Data, 2016

2015
Stereoscopic video description for key-frame extraction in movie summarization.
Proceedings of the 23rd European Signal Processing Conference, 2015

2014
Efficient automatic detection of 3D video artifacts.
Proceedings of the IEEE 16th International Workshop on Multimedia Signal Processing, 2014

Stereoscopic video description for human action recognition.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Multimedia, 2014


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