Work

Python for Prototyping Computer Vision Applications

Year: 2010

Type: conference-paper

Abstract: Python is a popular language widely adopted by the scientific community due to its clear syntax and an extensive number of specialized packages. For image processing or computer vision development, two libraries are prominently used: NumPy/SciPy and OpenCV with a Python wrapper. In this paper, we present a comparative evaluation of both libraries, assessing their performance and their usability. We also investigate the performance of OpenCV when accessed through a python wrapper versus directly using the native C implementation.

Source: University of Canterbury Research Repository (University of Canterbury)

Authors: Brian Thorne, Raphaël Grasset

Language: English

Topic: Computational Physics and Python Applications

Subfield: Software

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W2307781103

FWCI: 0.393

Cites: 15

Cited by: 2

Related to: 10