Title :
Rate-complexity-distortion optimization for quadtree-based DCT coding
Author :
Lengwehasatit, Krisda ; Ortega, Antonio
Author_Institution :
Div. of Core Eng., Packet Video Corp., San Diego, CA, USA
Abstract :
We study rate-complexity-distortion (R-C-D) tradeoffs for video coding, where we focus on the complexity of computing the inverse DCT. A quadtree coding approach is used and the quadtree is optimized based on the constraints of not only a rate budget but also decoding complexity budget. We employ a variable complexity algorithm (VCA) for the IDCT in order to obtain better complexity result. The main novelty of this work is to demonstrate that VCA approaches combined with R-C-D optimization can provide better results (e.g., lower rate at same distortion and complexity) than approaches proposed in the past, which relied on fixed blocksize and fixed complexity techniques
Keywords :
computational complexity; data compression; decoding; discrete cosine transforms; inverse problems; optimisation; quadtrees; rate distortion theory; transform coding; video coding; IDCT; decoding complexity budget; inverse DCT; quadtree optimisation; quadtree-based DCT coding; rate budget; rate-complexity-distortion optimization; variable complexity algorithm; video coding; Bit rate; Constraint optimization; Costs; Decoding; Discrete cosine transforms; Quantization; Rate distortion theory; Scalability; Testing; Video coding;
Conference_Titel :
Image Processing, 2000. Proceedings. 2000 International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7803-6297-7
DOI :
10.1109/ICIP.2000.899582