GEO-LOCALIZATION OF VIDEO BASED ON PROPOSED LBP-SVD METHOD

In this work, we define a new method for indexing and retrieving non-geotagged video sequences based on the visual content only by using the Local Binary Pattern (LBP) and Singular Value Decomposition (SVD) techniques. The main question of our system, Is it possible to determine the geographic location of a video film on the GISmap from just its pixels of frames?. The proposed system is introduced to answer the questions like that. The GIS database was constructed by storing the reference images on the intersection between segment roads in the map. The Local Binary Pattern (LBP) is used to extract the features form images. The Singular Value Decomposition (SVD) technique is used for compress the length of features and indexing the images in the database. The input to the system is a video taken from the camera puts on a vehicle as forward facing camera. The output of the proposed system is the geolocation of keyframes of video which correspond the geo-tagged images retrieved from the GIS database