On the rate-distortion performance and computational efficiency of the Karhunen-Loève transform for lossy data compression

IEEE Transactions on Image Processing

Volumn 11, Issue 2, 2002, Pages 113-122

  Feng, Hanying ^a,b   Effros, Michelle ^a,b  

^a IEEE   (United States)

^b California Institute of Technology   (United States)

Author keywords

Image compression; Karhunen Lo ve transform; Optimal transform coding; Separable coding

Indexed keywords

OPTIMAL TRANSFORM CODING;

APPROXIMATION THEORY; COMPUTATIONAL COMPLEXITY; EFFICIENCY; IMAGE CODING; MATHEMATICAL TRANSFORMATIONS; PERFORMANCE; VECTORS;

IMAGE COMPRESSION;

EID: 0036474909     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/83.982819     Document Type: Article

References (13)

1. A new, fast, and efficient image codec based on set partitioning in hierarchical trees
2. On the filtering of nonstationary time series
3. Bounds on quantizer performance in the low bit-rate region
4. The coding-optimal transform
5. Weighted universal transform coding: Universal image compression with the Karhunen-Loève transform
6. Weighted universal image compression
7. Compression of multispectral images by three-dimensional SPIHT algorithm