Removal of Background People Using Object Detection and Inpainting
نویسندگان
چکیده
We present an application of Viola-Jones face detection and exemplar-based inpainting to automatically select and remove unwanted background person(s) in photographs. We experiment with using various source and target region masks as well as patch and neighbourhood selections to produce realistic inpaintings. The final pipeline is able to generate results comparable to those achieved with manual target selection and can be used as a starting point for more complex target selection and inpainting algorithms.
منابع مشابه
Removal of Background Crowds Using Object Detection and Inpainting
This proposal provides an introduction of the motivation behind and final end goal of our proposed project. We aim to implement an end-to-end pipeline for identifying and removing unwanted background crowds in photographs via object detection and inpainting. We also provide a brief exploration of the existing methods that we plan to build on.
متن کاملMobile Scanner: Document Segmentation and Object Removal by Exemplar-based Image Inpainting and Spectral Regularization
This report proposed a pipeline for a advanced mobile scanner, which is an application of object segmentation and object removal techniques. We introduced various techniques in the fields of object removal including exemplar-based inpainting as well as spectral regularization, followed by the document segmentation, which is composed of edge detection, contour search, and perspective transform.
متن کاملReview On Image Portion Mixing With Background Using In-painting Technique
Inpainting is the technique of modifying an image in an imperceptible form, is a very old fine art itself. The goals and applications of inpainting are frequent from the restoration of damaged paintings and image photographs to the removal or replacement of selected objects. Image Inpainting is the ability of filling in misplaced data in an image. The principle of inpainting is to restructure m...
متن کاملSelf-directing Superimposed Text Detection and Removal from images using Inpainting for Region Filling with Smoothing
In this paper we have implemented an improved superimposed artificial text detection and inpainting method. Two stage frame works to remove unwanted text from images: Detection of text from image and removal of text using method of inpainting. Smoothing is used to bring more efficiency and reduction of noise and unwanted connected components at the first. With the use of feature extraction, str...
متن کاملA Survey on Image Inpainting Techniques
Image inpainting is an art of missing value or a data in an image.The purpose of image inpainting is to reconstruct missing regions which is visible for human eyes. Image inpainting is the process of reconstructing lost part of images based on the background information. Image inpainting is a technique for restoring damaged old photographs and removing undesired objects from an image. The basic...
متن کامل