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09/20/2023
From Classification to Segmentation with Explainable AI: A Study on Crack Detection and Growth Monitoring
Monitoring surface cracks in infrastructure is crucial for structural he...
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07/05/2023
Large-scale Detection of Marine Debris in Coastal Areas with Sentinel-2
Detecting and quantifying marine pollution and macro-plastics is an incr...
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10/25/2021
Seeing biodiversity: perspectives in machine learning for wildlife conservation
Data acquisition in animal ecology is rapidly accelerating due to inexpe...
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01/20/2021
Self-supervised pre-training enhances change detection in Sentinel-2 imagery
While annotated images for change detection using satellite imagery are ...
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03/16/2020
RSVQA: Visual Question Answering for Remote Sensing Data
This paper introduces the task of visual question answering for remote s...
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05/05/2019
Understanding urban landuse from the above and ground perspectives: a deep learning, multimodal solution
Landuse characterization is important for urban planning. It is traditio...
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07/25/2018
Change Detection between Multimodal Remote Sensing Data Using Siamese CNN
Detecting topographic changes in the urban environment has always been a...
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03/13/2018
Optimal Transport for Multi-source Domain Adaptation under Target Shift
In this paper, we propose to tackle the problem of reducing discrepancie...
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12/29/2016
