D7-R4: Software Development Life-Cycle for Intelligent Vision Systems

J. I. Olszewska

2019

Abstract

Intelligent Vision Systems (IVS) are omnipresent in our daily life from social media apps to m-health services, from street surveillance cameras to airport e-gates, from drones to companion robots. Hence, IVS encompass any software which has a visual input processed by means of algorithm(s) involving Artificial Intelligence (AI) methods. The design and development of these IVS softwares has become an increasingly complex task, since vision-based systems have evolved into (semi-)autonomous AI systems, usually requiring effective and ethical data processing along with efficient signal processing and real-time hardware/software integration as well as User Experience (UX) and (cyber)security features. Consequently, IVS system development necessitates an adapted software development life-cycle (SDLC) addressing these multi-domain needs, whilst being developer friendly. Hence, we propose in this paper a new SDLC we called D7-R4 which allows developers to produce quality, new-generation IVS to be deployed in real-time and in real-world, unstructured environments.

Paper Citation

in Harvard Style

Olszewska J. (2019). D7-R4: Software Development Life-Cycle for Intelligent Vision Systems. In Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2019) - Volume 2: KEOD; ISBN 978-989-758-382-7, SciTePress, pages 435-441. DOI: 10.5220/0008354804350441

in Bibtex Style

@conference{keod19,
author={J. I. Olszewska},
title={D7-R4: Software Development Life-Cycle for Intelligent Vision Systems},
booktitle={Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2019) - Volume 2: KEOD},
year={2019},
pages={435-441},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0008354804350441},
isbn={978-989-758-382-7},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 11th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management (IC3K 2019) - Volume 2: KEOD
TI - D7-R4: Software Development Life-Cycle for Intelligent Vision Systems
SN - 978-989-758-382-7
AU - Olszewska J.
PY - 2019
SP - 435
EP - 441
DO - 10.5220/0008354804350441
PB - SciTePress