Complexity analysis of two-pass algorithm and elliptical weighted average filter for VLSI implementation of perspective texture warping

Sethuraman Panchanathan, K. Ramaswamy, J. J. Fang, K. Moseler, S. Levi

Research output: Contribution to journalArticle

Abstract

In this paper we present the Elliptical Weighted Average filtering algorithm and an optimized implementation of a two-pass algorithm and used in digital image and video warping. Two-pass algorithms are well suited for hardware implementation due to their reduced complexity in using 1-D re-sampling and anti-aliasing filters. But, the primary disadvantage is the need for a large buffer to store the temporary image since warping is performed in two passes. The size of the temporary buffer is equal to or greater than the size of the input image. A dedicated, hardware, implementation for this algorithm implies huge cost in terms of real estate on chip. In our approach, Wolberg-Boult's resampling algorithm is modified to use only two rows of temporary buffer thereby making the algorithm more amenable for hardware implementation. We present the complexity analysis based on number of arithmetic and logic operations (add, shift, compare, multiply, clip and divide) per macroblock. In the case of EWA filters, it is the most cost-effective high-quality filtering method because point inclusion testing can be done with one function evaluation and the filter weights can be stored in lookup tables for reduction in computation. For mapping the quadrilaterals, four equations were needed for the four lines of the quadrilaterals, which was computationally complex, wherein the computational cost was directly proportional to the number of input pixels accessed. Also we present the complexity analysis per macroblock.

Original languageEnglish (US)
Pages (from-to)330-339
Number of pages10
JournalProceedings of SPIE - The International Society for Optical Engineering
Volume4310
DOIs
StatePublished - Jan 1 2001

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Condensed Matter Physics
  • Computer Science Applications
  • Applied Mathematics
  • Electrical and Electronic Engineering

Fingerprint Dive into the research topics of 'Complexity analysis of two-pass algorithm and elliptical weighted average filter for VLSI implementation of perspective texture warping'. Together they form a unique fingerprint.

  • Cite this