Requirements Elicitation Techniques for Dynamic Parameterization of Feature Extraction Algorithms in Image Processing: A Survey

Edmore Chikohora; Bokuhwo M. Esiefarienrhe; Teressa T. Chikohora

doi:10.1109/OI.2018.8535620

Requirements Elicitation Techniques for Dynamic Parameterization of Feature Extraction Algorithms in Image Processing: A Survey

Edmore Chikohora
, Bokuhwo M. Esiefarienrhe
, Teressa T. Chikohora

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Cyfraniad mewn cynhadledd › adolygiad gan gymheiriaid

Crynodeb

Requirements Elicitation (RE) is a formal practice focusing on collecting users' needs, whereas dynamic parameterization (DP) is the process of finding parametric equivalence of an algorithm whose state evolves with time. Traditional data acquisition methods such as interviews, observations and questionnaires are faced with challenges especially when it comes to eliciting requirements for dynamic algorithms unambiguously. In this study, we did a comprehensive survey on contemporary RE approaches for dynamic parameterization and the factors to consider when selecting an approach to use in Feature Extraction Algorithms (FEA). Based on our findings we proposed a model that optimizes the process of RE for dynamic algorithms. A case study approach was used to evaluate the implementation our proposal.

Iaith wreiddiol	Saesneg
Teitl	2018 Open Innovations Conference, OI 2018
Golygyddion	Cecil Ouma
Cyhoeddwr	Institute of Electrical and Electronics Engineers Inc.
Tudalennau	87-95
Nifer y tudalennau	9
ISBN (Electronig)	9781538653166
Dynodwyr Gwrthrych Digidol (DOIs)	https://doi.org/10.1109/OI.2018.8535620
Statws	Cyhoeddwyd - 15 Tach 2018
Cyhoeddwyd yn allanol	Ie
Digwyddiad	2018 Open Innovations Conference, OI 2018 - Johannesburg, De Affrica Hyd: 3 Hyd 2018 → 5 Hyd 2018

Cyfres gyhoeddiadau

Enw	2018 Open Innovations Conference, OI 2018

Cynhadledd

Cynhadledd	2018 Open Innovations Conference, OI 2018
Gwlad/Tiriogaeth	De Affrica
Dinas	Johannesburg
Cyfnod	3/10/18 → 5/10/18

NDC y CU

Mae’r allbwn hwn yn cyfrannu at y Nod(au) Datblygu Cynaliadwy canlynol

NDC 7 Ynni Fforddiadwy a Glân

Mynediad at Ddogfen

10.1109/OI.2018.8535620

Ffeiliau eraill a chysylltiadau

Dolen i’r cyhoeddiad yn Scopus

Dyfynnu hyn

Chikohora, E., Esiefarienrhe, B. M., & Chikohora, T. T. (2018). Requirements Elicitation Techniques for Dynamic Parameterization of Feature Extraction Algorithms in Image Processing: A Survey. Yn C. Ouma (Gol.), 2018 Open Innovations Conference, OI 2018 (tt. 87-95). erthygl 8535620 (2018 Open Innovations Conference, OI 2018). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/OI.2018.8535620

Chikohora, Edmore ; Esiefarienrhe, Bokuhwo M. ; Chikohora, Teressa T. / Requirements Elicitation Techniques for Dynamic Parameterization of Feature Extraction Algorithms in Image Processing : A Survey. 2018 Open Innovations Conference, OI 2018. Gol. / Cecil Ouma. Institute of Electrical and Electronics Engineers Inc., 2018. tt. 87-95 (2018 Open Innovations Conference, OI 2018).

@inproceedings{591777b3070f4a0887222dbb2b6b0ef4,

title = "Requirements Elicitation Techniques for Dynamic Parameterization of Feature Extraction Algorithms in Image Processing: A Survey",

abstract = "Requirements Elicitation (RE) is a formal practice focusing on collecting users' needs, whereas dynamic parameterization (DP) is the process of finding parametric equivalence of an algorithm whose state evolves with time. Traditional data acquisition methods such as interviews, observations and questionnaires are faced with challenges especially when it comes to eliciting requirements for dynamic algorithms unambiguously. In this study, we did a comprehensive survey on contemporary RE approaches for dynamic parameterization and the factors to consider when selecting an approach to use in Feature Extraction Algorithms (FEA). Based on our findings we proposed a model that optimizes the process of RE for dynamic algorithms. A case study approach was used to evaluate the implementation our proposal.",

keywords = "Case base, Feature extraction, Heuristics, Ontology, Requirements elicitation",

author = "Edmore Chikohora and Esiefarienrhe, \{Bokuhwo M.\} and Chikohora, \{Teressa T.\}",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 2018 Open Innovations Conference, OI 2018 ; Conference date: 03-10-2018 Through 05-10-2018",

year = "2018",

month = nov,

day = "15",

doi = "10.1109/OI.2018.8535620",

language = "English",

series = "2018 Open Innovations Conference, OI 2018",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "87--95",

editor = "Cecil Ouma",

booktitle = "2018 Open Innovations Conference, OI 2018",

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Chikohora, E, Esiefarienrhe, BM & Chikohora, TT 2018, Requirements Elicitation Techniques for Dynamic Parameterization of Feature Extraction Algorithms in Image Processing: A Survey. yn C Ouma (gol.), 2018 Open Innovations Conference, OI 2018., 8535620, 2018 Open Innovations Conference, OI 2018, Institute of Electrical and Electronics Engineers Inc., tt. 87-95, 2018 Open Innovations Conference, OI 2018, Johannesburg, De Affrica, 3/10/18. https://doi.org/10.1109/OI.2018.8535620

Requirements Elicitation Techniques for Dynamic Parameterization of Feature Extraction Algorithms in Image Processing: A Survey. / Chikohora, Edmore; Esiefarienrhe, Bokuhwo M.; Chikohora, Teressa T.
2018 Open Innovations Conference, OI 2018. gol. / Cecil Ouma. Institute of Electrical and Electronics Engineers Inc., 2018. t. 87-95 8535620 (2018 Open Innovations Conference, OI 2018).

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion Cynhadledd › Cyfraniad mewn cynhadledd › adolygiad gan gymheiriaid

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AU - Chikohora, Teressa T.

PY - 2018/11/15

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N2 - Requirements Elicitation (RE) is a formal practice focusing on collecting users' needs, whereas dynamic parameterization (DP) is the process of finding parametric equivalence of an algorithm whose state evolves with time. Traditional data acquisition methods such as interviews, observations and questionnaires are faced with challenges especially when it comes to eliciting requirements for dynamic algorithms unambiguously. In this study, we did a comprehensive survey on contemporary RE approaches for dynamic parameterization and the factors to consider when selecting an approach to use in Feature Extraction Algorithms (FEA). Based on our findings we proposed a model that optimizes the process of RE for dynamic algorithms. A case study approach was used to evaluate the implementation our proposal.

AB - Requirements Elicitation (RE) is a formal practice focusing on collecting users' needs, whereas dynamic parameterization (DP) is the process of finding parametric equivalence of an algorithm whose state evolves with time. Traditional data acquisition methods such as interviews, observations and questionnaires are faced with challenges especially when it comes to eliciting requirements for dynamic algorithms unambiguously. In this study, we did a comprehensive survey on contemporary RE approaches for dynamic parameterization and the factors to consider when selecting an approach to use in Feature Extraction Algorithms (FEA). Based on our findings we proposed a model that optimizes the process of RE for dynamic algorithms. A case study approach was used to evaluate the implementation our proposal.

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Chikohora E, Esiefarienrhe BM, Chikohora TT. Requirements Elicitation Techniques for Dynamic Parameterization of Feature Extraction Algorithms in Image Processing: A Survey. Yn Ouma C, golygydd, 2018 Open Innovations Conference, OI 2018. Institute of Electrical and Electronics Engineers Inc. 2018. t. 87-95. 8535620. (2018 Open Innovations Conference, OI 2018). doi: 10.1109/OI.2018.8535620