Relay-Version: version B 2.10 5/3/83; site utzoo.UUCP Path: utzoo!mnetor!uunet!husc6!cmcl2!rutgers!princeton!udel!thomson From: thomson@udel.EDU (Richard Thomson) Newsgroups: comp.graphics Subject: Re: Computerized Enhancement of Pictures Message-ID: <432@louie.udel.EDU> Date: Thu, 13-Aug-87 09:34:16 EDT Article-I.D.: louie.432 Posted: Thu Aug 13 09:34:16 1987 Date-Received: Sat, 15-Aug-87 08:48:11 EDT References: <5013@ihlpa.ATT.COM> Reply-To: thomson@udel.EDU (Richard Thomson) Organization: University of Delaware Lines: 32 Keywords: How? In article <5013@ihlpa.ATT.COM> hhm@ihlpa.ATT.COM (Mayo) writes: >Where can I find information about the computerized enhancement of >black and white pictures to recover images not apparent on the original >print. How is it done? Is it applicable to film? What reference sources >are available? > Larry Mayo I believe what you are referring to is called contrast enhancement. The basic idea is to take a histogram of the image and redistribute the small range in grey scale over the entire range from black to white. There is a very good reference on this technique as well as others for processing images using a computer. _Picture Processing_, (Azriel) Rosenfield & Kak This was the textbook in a course I took on image processing. Rosenfield is an old-timer in the field of digital image processing. He reviews articles for the IEEE Computer Graphics & Applications magazine and has published at least two editions of this book. The latest edition comes in two volumes, although the information on contrast enhancement is in the first volume. I don't have the second volume, so I don't know what's in it. :-( As far as its applicability to film, you would probably want to take an 'average' histogram to find a contrast expansion scheme that would uniformly increase the contrast in the whole film. I imagine that if you treated each frame as a separate photograph, light scenes would be darker and dark scenes would be lighter than desired Rich Thomson -- Rich Thomson Aspiring Grad Student ARPA: thomson@louie.udel.edu Forget Mars, we've got business on the Moon. UUCP: don't know OS/2: Yesterday's software tomorrow