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A method to recognize a source camera or family of cameras from a photograph’s timestamp would be a useful tool for image authentication. The proposed method uses the color and location of the timestamp in a photo of dubious origin and compares those characteristics to the known values of various camera makes and models. This method produces accurate results for the test images, correctly recognizing photos from families of cameras with known characteristics and excluding incorrect families. There are challenges to the recognition when the test image has been compressed heavily or reduced in resolution, as happens when uploaded to social media platforms. By looking at additional characteristics to compare with, such as spacing between characters, and a larger database of comparison data, this method would become and even more useful step in image authentication.
Advisor: | Grigoras, Catalin |
Commitee: | Burgess, Scott, Smith, Jeff |
School: | University of Colorado at Denver |
Department: | Recording Arts |
School Location: | United States -- Colorado |
Source: | MAI 56/04M(E), Masters Abstracts International |
Source Type: | DISSERTATION |
Subjects: | Computer science |
Keywords: | Recognition, Time-stamp, Time-stamp recognition, Timestamp, Timestamp recognition |
Publication Number: | 10275625 |
ISBN: | 978-1-369-78852-5 |