Title :
Region of interest coding using partial-SPIHT
Author :
Abu-Hajar, Ahmed ; Sankar, Ravi
Author_Institution :
Digital Video Res. & Dev., Pinellas Park, FL, USA
Abstract :
In this paper, a region of interest coding using partial-SPIHT (P-SPIHT) is proposed. P-SPIHT evaluates the probability of the significant coefficients (P1) in each bit plane. Then it codes each bit plane independently and according to its P1. The proposed algorithm codes the ROI region first and then it codes the background independently. The algorithm uses the integer-to-integer shape adaptive discrete wavelet transform (ISA-DWT) which has the flexibility of transforming any number of isolated arbitrary shape ROI regions. The results show that compression of the proposed algorithm is superior to the ROI-based SPIHT coder.
Keywords :
discrete wavelet transforms; image coding; image segmentation; probability; transform coding; tree data structures; ISA-DWT; P-SPIHT; ROI coding; Set Partitioning In Hierarchical Trees; integer-to-integer shape adaptive discrete wavelet transform; partial-SPIHT; probability; region of interest coding; Arithmetic; Degradation; Discrete transforms; Discrete wavelet transforms; Filters; Image coding; Partitioning algorithms; Rate-distortion; Research and development; Shape;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
Print_ISBN :
0-7803-8484-9
DOI :
10.1109/ICASSP.2004.1326630