SIAM
Citations from the Society for Industrial and Applied Mathematics — SIAM Review and the SIAM journal family, home of the math underneath image and signal processing.
Transforms, wavelets & sparse modeling
- The Discrete Cosine Transform — Gilbert Strang. SIAM Review 41(1), pp. 135–147 (1999) (DCT bases, FFT computation, the 8×8 JPEG block). epubs.siam.org (PDF)
- The Lifting Scheme: A Construction of Second Generation Wavelets — W. Sweldens. SIAM J. Mathematical Analysis 29(2), pp. 511–546 (1998). epubs.siam.org/doi/10.1137/S0036141095289051
- Nonuniform Sampling and Reconstruction in Shift-Invariant Spaces — SIAM Review 43(4), pp. 585–620 (2001). epubs.siam.org/doi/10.1137/S0036144501386986
- From Sparse Solutions of Systems of Equations to Sparse Modeling of Signals and Images — SIAM Review 51(1), pp. 34–81 (2009). epubs.siam.org/doi/10.1137/060657704
- An MBO Scheme on Graphs for Classification and Image Processing — SIAM J. Imaging Sciences 6(4), pp. 1903–1930 (2013). epubs.siam.org/doi/10.1137/120886935
- Compressed Remote Sensing of Sparse Objects — SIAM J. Imaging Sciences 3(3), pp. 595–618 (2010). epubs.siam.org/doi/10.1137/090757034
SIAM News features
- Perceptual Image Quality Assessment by Haar Wavelet Similarity (HaarPSI) — SIAM News (2017) (wavelet similarity for JPEG-distortion quality, used in video-encoder rate control). siam.org/siam-news
- And the Star Is … Mathematics — SIAM News (wavelets, JPEG 2000). archive.siam.org
- Unifying Different Perspectives: From Cubism to Convolution — SIAM News (wavelet/spectral image representations). siam.org/siam-news
Journal homes
- SIAM Journals (browse all peer-reviewed journals). epubs.siam.org/journals
- SIAM Review (flagship journal home). siam.org/siam-review