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公开(公告)号：US11830167B2
公开(公告)日：2023-11-28
申请号：US17353792
申请日：2021-06-21
发明人： Yuchuan Gou , Juihsin Lai , Mei Han
IPC分类号： G06V10/50 , G06T3/40 , G06V20/10 , G06F18/214 , G06F18/25
CPC分类号： G06T3/4076 , G06F18/214 , G06F18/253 , G06T3/4046 , G06V10/50 , G06V20/188
摘要： A system and a method for super-resolution image processing in remote sensing are disclosed. One or more sets of multi-temporal images with an input resolution and one or more first target images with a first output resolution are generated from one or more data sources. The first output resolution is higher than the input resolution. Each set of multi-temporal images is processed to improve an image match in the corresponding set of multi-temporal images. The one or more sets of multi-temporal images are associated with the one or more first target images to generate a training dataset. A deep learning model is trained using the training dataset. The deep learning model is provided for subsequent super-resolution image processing.
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公开(公告)号：US12058979B2
公开(公告)日：2024-08-13
申请号：US17361258
申请日：2021-06-28
发明人： Chen Du , Juihsin Lai , Mei Han
CPC分类号： A01K29/005 , G06F18/2321 , G06N3/08 , G06V10/25 , G06V40/10 , G06V40/20
摘要： A system and a method for detecting animals in a region of interest are disclosed. An image that captures a scene in the region of interest is received. The image is fed to an animal detection model to produce a group of probability maps for a group of key points and a group of affinity field maps for a group of key point sets. One or more connection graphs are determined based on the group of probability maps and the group of affinity field maps. Each connection graph outlines a presence of an animal in the image. One or more animals present in the region of interest are detected based on the one or more connection graphs.
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