Learning visual overlapping image pairs for SfM via CNN fine-tuning with photogrammetric geometry information

Efficient and accurate identification of visual overlapping image pairs is an ongoing challenge for large-scale Structure from Motion (SfM). Recently, CNN-based methods have demonstrated the ability to find visually similar image pairs. BoW (Bag-of-Word) or Visual Vocabulary tree (VoC) with hand-cra...

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Bibliografiske detaljer

Principais autores:	Qianbao Hou, Rui Xia, Jiahuan Zhang, Yu Feng, Zongqian Zhan, Xin Wang
Format:	Artigo
Sprog:	Inglês
Udgivet:	Elsevier 2023-02-01
Serier:	International Journal of Applied Earth Observations and Geoinformation
Fag:	Image retrieval Visual overlapping image pairs CNN-based fine-tuning NetVLAD
Online adgang:	http://www.sciencedirect.com/science/article/pii/S1569843222003508
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