Processing images with programming language Halide

Rok Dukič (2017) Processing images with programming language Halide. EngD thesis.

Preview

Abstract

The thesis contains a presentation of a recently created programming language Halide and its comparison to an already established image processing library OpenCV. We compare the execution times of the implementations with the same functionality and their length (in terms of number of lines). The implementations consist of morphological operations and template matching. Operations are implemented in four versions. The first version is made in C++ and only uses OpenCV’s objects. The second version uses the OpenCV’s function. The third and fourth version are written in Halide language. The difference between them is in the optimization. One of them uses scheduling while the other does not. The second part of the thesis consists of the results which are shown in tables and the analysis of the results.

Item Type:

Thesis (EngD thesis)

Keywords:

Halide, OpenCV, morphology, template matching, image processing, machine vision

Number of Pages:

Language of Content:

Slovenian

Mentor / Comentors:

Name and Surname	ID	Function
izr. prof. dr. Danijel Skočaj	296	Mentor

Link to COBISS:

http://www.cobiss.si/scripts/cobiss?command=search&base=51012&select=(ID=1537361603)

Institution:

University of Ljubljana

Department:

Faculty of Computer and Information Science

Item ID:

3788

Date Deposited:

10 Feb 2017 15:21

Last Modified:

24 Feb 2017 10:56

URI:

http://eprints.fri.uni-lj.si/id/eprint/3788

Actions (login required)

View Item