Survey of vision for locating where an image is captured or where objects are located in an image

Survey of vision for locating where an image is captured or where objects are located in an image

Visual and Object Geo-localization: A Comprehensive Survey

arXiv paper abstract https://arxiv.org/abs/2112.15202v1

arXiv PDF paper https://arxiv.org/pdf/2112.15202v1.pdf

... geo-localization refers to the process of determining where on earth some `entity' is located, typically using Global Positioning System (GPS) coordinates.

The entity of interest may be an image, sequence of images, a video, satellite image, or even objects visible within the image.

... visual and object geo-localization have ... wide range of applications such as augmented reality, robotics, self-driving vehicles, road maintenance, and 3D reconstruction.

... paper provides a comprehensive survey of geo-localization involving images, which involves either determining from where an image has been captured (Image geo-localization) or geo-locating objects within an image (Object geo-localization).

... provide an in-depth study, including a summary of popular algorithms, a description of proposed datasets, and an analysis of performance results to illustrate the current state of each field.

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