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Delft University of Technology

1. Uittenbogaard, Ries (author). Moving object detection and image inpainting in street-view imagery.

Degree: 2018, Delft University of Technology

In this thesis, a pipeline is created consisting of two parts. In the first part, the moving objects (cars, cyclists, pedestrians) are detected in street-view imagery using image segmentation neural networks and a LIDAR-based moving object detection approach. In the second part, those moving objects are deleted from the image data and an image inpainting approach is used to inpaint the hole. This is a unique approach in which information from multiple views is used as an input for a Generative Adversarial Network (GAN). Advisors/Committee Members: Gavrila, Dariu (mentor), Sebastian, Clint (mentor), Vijverberg, Julien (mentor), Delft University of Technology (degree granting institution).

Subjects/Keywords: Image inpainting; Moving object detection; Image segmentation; Generative Adversarial Networks; LIDAR

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APA · Chicago · MLA · Vancouver · CSE | Export to Zotero / EndNote / Reference Manager

APA (6th Edition):

Uittenbogaard, R. (. (2018). Moving object detection and image inpainting in street-view imagery. (Masters Thesis). Delft University of Technology. Retrieved from http://resolver.tudelft.nl/uuid:5528c3a3-8ff8-4c96-b181-a9bbae0e6d28

Chicago Manual of Style (16th Edition):

Uittenbogaard, Ries (author). “Moving object detection and image inpainting in street-view imagery.” 2018. Masters Thesis, Delft University of Technology. Accessed January 23, 2021. http://resolver.tudelft.nl/uuid:5528c3a3-8ff8-4c96-b181-a9bbae0e6d28.

MLA Handbook (7th Edition):

Uittenbogaard, Ries (author). “Moving object detection and image inpainting in street-view imagery.” 2018. Web. 23 Jan 2021.

Vancouver:

Uittenbogaard R(. Moving object detection and image inpainting in street-view imagery. [Internet] [Masters thesis]. Delft University of Technology; 2018. [cited 2021 Jan 23]. Available from: http://resolver.tudelft.nl/uuid:5528c3a3-8ff8-4c96-b181-a9bbae0e6d28.

Council of Science Editors:

Uittenbogaard R(. Moving object detection and image inpainting in street-view imagery. [Masters Thesis]. Delft University of Technology; 2018. Available from: http://resolver.tudelft.nl/uuid:5528c3a3-8ff8-4c96-b181-a9bbae0e6d28

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