Reduced DCT approximations for low bit rate coding

Transform approximations are explored for speeding up the software compression of images and video. Faster approximations are used to replace the regular DCT whenever only few DCT coefficients are actually encoded. In one instantiation we employ a data analyzer to drive a bank of coders by switching to the fastest coder depending on the image contents or on the output demand. The compression speed is adapted to the image contents in order to homogenize the data production rate, i.e. smoother areas would produce less bits than detailed ones but faster. The approximations in this paper are applicable to high compression (or constant output rate) environments and where lower complexity is required.

• Type: Conference
• Year: 2002
• Where: ICIP
• Authors: Ricardo L. de Queiroz
• Keywords: Constant Output Rate, Faster Approximations, ICIP 2002, Image Processing, Transform Approximations