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2024

Gkouvra, Elpida; Betsas, Thodoris; Pateraki, Maria

Exploitation of Open Source Datasets and Deep Learning Models for the Detection of Objects in Urban Areas Proceedings Article

In: 2024 IEEE International Conference on Image Processing Challenges and Workshops (ICIPCW), pp. 4103-4108, 2024.

Abstract | Links | BibTeX | Tags: Cameras, Conferences, Context modeling, Data models, deep learning, deep learning models, Image segmentation, mobile mapping, Object detection, open-source datasets, Training, Transfer learning, Urban areas

Betsas, Thodoris; Rallis, Ioannis; Doulamis, Anastasios; Doulamis, Nikolaos; Georgopoulos, Andreas

Automated Detection and Categorization of River Islets Using Sentinel 2 Images Proceedings Article

In: IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, pp. 4344-4348, 2024, ISSN: 2153-7003.

Abstract | Links | BibTeX | Tags: deep learning, Geometry, Geoscience and remote sensing, islets categorization, islets detection, Land surface, Manuals, remote sensing, river monitoring, Rivers, Satellite images, segmentation

2022

Boutsi, A-M; Bakalos, N; Ioannidis, C

POSE ESTIMATION THROUGH MASK-R CNN AND VSLAM IN LARGE-SCALE OUTDOORS AUGMENTED REALITY Journal Article

In: ISPRS Ann. Photogramm. Remote Sens. Spat. Inf. Sci., vol. V-4-2022, no. 4, pp. 197–204, 2022, ISSN: 2194-9050.

Abstract | Links | BibTeX | Tags: 3D rendering, Augmented Reality, CNN, deep learning, image recognition, pose estimation

2020

Voulodimos, Athanasios; Fokeas, K; Doulamis, Nikolaos; Doulamis, Anastasios; Makantasis, K

NOISE-TOLERANT HYPERSPECTRAL IMAGE CLASSIFICATION USING DISCRETE COSINE TRANSFORM AND CONVOLUTIONAL NEURAL NETWORKS Journal Article

In: ISPRS - Int. Arch. Photogramm. Remote Sens. Spat. Inf. Sci., vol. XLIII-B2-2, pp. 1281–1287, 2020, ISSN: 2194-9034.

Abstract | Links | BibTeX | Tags: Convolutional Neural Networks, deep learning, Discrete Cosine Transform, Hyperspectral image classification, noise tolerance, robustness to noise

Katsamenis, Iason; Protopapadakis, Eftychios; Doulamis, Anastasios; Doulamis, Nikolaos; Voulodimos, Athanasios

Pixel-level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation Journal Article

In: 2020.

Abstract | Links | BibTeX | Tags: boundary refinement, corrosion detection, deep learning, Index Terms-Semantic segmentation

Antoniou, Vyron; Potsiou, Chryssy

A deep learning method to accelerate the disaster response process Journal Article

In: Remote Sens., vol. 12, no. 3, pp. 544, 2020, ISSN: 20724292.

Abstract | Links | BibTeX | Tags: artificial intelligence, deep learning, Deep learning autoencoder, Disaster response management, Helicopter landing site analysis, Machine Learning, Object detection, Satellite imagery, Volunteered geographic information