Center-Point-Guided Proposal Generation for Detection of Small and Dense Buildings in Aerial Imagery
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DOI: 10.1109/lgrs.2018.2822760
Abstract: For automatic building detection in aerial images, small and dense buildings make it a very challenging task. It is because small objects lack sufficient information, and dense building distribution makes the localization of the objects… read more here.
Keywords: detection; small dense; proposal generation; point ... See more keywords
Object Proposal Generation With Fully Convolutional Networks
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DOI: 10.1109/tcsvt.2016.2576759
Abstract: Object proposal generation, as a preprocessing technique, has been widely used in current object detection pipelines to guide the search of objects and avoid exhaustive sliding window search across images. Current object proposals are mostly… read more here.
Keywords: convolutional networks; proposal generation; fully convolutional; proposal ... See more keywords
Self-guided Proposal Generation for Weakly Supervised Object Detection
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DOI: 10.1109/tgrs.2022.3181466
Abstract: Weakly Supervised Object Detection (WSOD) in remote sensing images remains a challenging task when learning object detectors with only image-level labels. As we know, object proposal generation plays a crucial role in WSOD. At present,… read more here.
Keywords: map; weakly supervised; proposal; supervised object ... See more keywords