Research

Image Library Applications

The image library applications team within the IBM T.J. Watson Research Center has the goal of capturing and reproducing "faithful" digital images. We develop technology to make this possible, and work to bring the benefits of this technology both to the cultural and to the commercial arenas.
Image of an gold, enamel and diamonds dragonfly pin The image at the left shows a blue and green enamel and diamond dragonfly pin, scanned directly by the IBM Research Pro/3000 Digital Imaging System. Click on it to see a more detailed version (JPEG, 65K).

Note: These pages use inline JPEG images with 24-bit color. The color and brightness of these images will be most accurate when displayed on hardware with SMPTE-standard primary chromaticities, a D65 white point, and a gamma of 2.2.


Topics

Color science

Being able to produce an image which is faithful to the original requires end-to-end color management. The characteristics of the input device (camera or scanner) and of the output device (computer display or printer) must both be known to provide the most accurate color rendition. The physics of color and the physiology of its perception are both key elements in this effort.

Capturing the image

Pro/3000 Digital Imaging System Our group has constructed a high-quality input device, the IBM Research Pro/3000 Digital Imaging System. A typical configuration is shown at left, set up with a copy stand for scanning flat art or documents.
Pro/3000 Camera (JPEG, 52K)

Compressing the image

The images on these web pages were compressed with the JPEG (Joint Photographic Experts Group) International Standard baseline system. A member of our group was one of the editors for the JPEG standard (ITU-T Rec. T.81 | ISO/IEC 10918-1) document, and worked to create a standard that worked well both in hardware and software. A number of books give further information about the JPEG and MPEG standards.

As you might expect, there is a tradeoff between compressed image size and reconstructed image quality with the JPEG compression scheme. A brief example helps to illustrate this tradeoff.

Displaying the image

Image of a cameo pin Displaying an accurate image on a computer screen requires knowing something about the display hardware so that appropriate transformations may be applied to the device-independent image to correct for size, color, and brightness characteristics of the particular display.
Cameo (JPEG, 63K)

Printing the image

Just as producing a faithful image on a computer display requires knowing about the display, so printing a faithful color image requires that the color characteristics of a printer be calibrated and taken into account. Unlike computer displays where color is described in RGB (red, green, blue) terms, most printers use the CMYK (cyan, magenta, yellow, black) color space.

Watermarks: Protecting the image

A watermark is a secondary image which is overlaid translucently on the primary image. Watermarks may be used to protect intellectual property or to provide authentication and validation of images.

Applications of the technology

Cultural applications

Applications of our technology help provide museums, art galleries, and other cultural institutions with a means of making valuable objects more widely accessible, while still protecting and preserving the objects.

Commercial applications

Our imaging technology has also been used in several applications, where it has helped IBM customers better sell their merchandise.

Related information

Other links

Links to a number of related sources of information are listed.

Demonstrations

The technology described here is actively being used in a number of projects, some of which are described in these pages. Our group has prepared stand-alone demonstration versions of several of these applications which are available for viewing in the IBM Industry Solutions Labs located in Zurich, Switzerland and in Hawthorne, New York in the United States.

Patents and Publications

See Visual Technologies main page.

Contacts

Visual Technologies contacts page.


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