Hessian-polar context: A descriptor for microfilaria recognition

Faroq AL-Tam; António dos Anjos; Hamid Reza Shahbazkia

doi:10.1007/s00138-020-01154-6

Hessian-polar context: A descriptor for microfilaria recognition

Faroq AL-Tam^*
, António dos Anjos
, Hamid Reza Shahbazkia

^*Awdur cyfatebol y gwaith hwn

Adran Cyfrifiadureg

Allbwn ymchwil: Cyfraniad at gyfnodolyn › Erthygl › adolygiad gan gymheiriaid

2 Dyfyniadau (Scopus)

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This paper presents a new effective descriptor for microfilaria. Since microfilaria is a thin elastic object, the proposed descriptor handles it locally. At each medial point of the microfilaria, the local structure of the microfilaria votes for a given shape. Accumulating these votes in the polar domain yields a rich descriptor. Experimental results show the effectiveness of the proposed approach when compared to a set of different well-established methods.

Iaith wreiddiol	Saesneg
Rhif yr erthygl	25
Nifer y tudalennau	10
Cyfnodolyn	Machine Vision and Applications
Cyfrol	32
Rhif cyhoeddi	1
Dynodwyr Gwrthrych Digidol (DOIs)	https://doi.org/10.1007/s00138-020-01154-6
Statws	Cyhoeddwyd - 02 Ion 2021

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10.1007/s00138-020-01154-6

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title = "Hessian-polar context: A descriptor for microfilaria recognition",

abstract = "This paper presents a new effective descriptor for microfilaria. Since microfilaria is a thin elastic object, the proposed descriptor handles it locally. At each medial point of the microfilaria, the local structure of the microfilaria votes for a given shape. Accumulating these votes in the polar domain yields a rich descriptor. Experimental results show the effectiveness of the proposed approach when compared to a set of different well-established methods.",

keywords = "Computer vision, Hessian-polar context, Machine learning, Microfilaria, Parasitics",

author = "Faroq AL-Tam and \{dos Anjos\}, Ant{\'o}nio and Shahbazkia, \{Hamid Reza\}",

note = "Funding Information: The authors are grateful to Thamar university and Infectiop{\^o}le Sud, Marseille-France, and the Bill \& Melinda Gates foundation. Publisher Copyright: {\textcopyright} 2021, Springer-Verlag GmbH Germany, part of Springer Nature.",

year = "2021",

month = jan,

day = "2",

doi = "10.1007/s00138-020-01154-6",

language = "English",

volume = "32",

journal = "Machine Vision and Applications",

issn = "0932-8092",

publisher = "Springer Nature",

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TY - JOUR

T1 - Hessian-polar context

T2 - A descriptor for microfilaria recognition

AU - AL-Tam, Faroq

AU - dos Anjos, António

AU - Shahbazkia, Hamid Reza

N1 - Funding Information: The authors are grateful to Thamar university and Infectiopôle Sud, Marseille-France, and the Bill & Melinda Gates foundation. Publisher Copyright: © 2021, Springer-Verlag GmbH Germany, part of Springer Nature.

PY - 2021/1/2

Y1 - 2021/1/2

N2 - This paper presents a new effective descriptor for microfilaria. Since microfilaria is a thin elastic object, the proposed descriptor handles it locally. At each medial point of the microfilaria, the local structure of the microfilaria votes for a given shape. Accumulating these votes in the polar domain yields a rich descriptor. Experimental results show the effectiveness of the proposed approach when compared to a set of different well-established methods.

AB - This paper presents a new effective descriptor for microfilaria. Since microfilaria is a thin elastic object, the proposed descriptor handles it locally. At each medial point of the microfilaria, the local structure of the microfilaria votes for a given shape. Accumulating these votes in the polar domain yields a rich descriptor. Experimental results show the effectiveness of the proposed approach when compared to a set of different well-established methods.

KW - Computer vision

KW - Hessian-polar context

KW - Machine learning

KW - Microfilaria

KW - Parasitics

UR - https://www.scopus.com/pages/publications/85098490987

U2 - 10.1007/s00138-020-01154-6

DO - 10.1007/s00138-020-01154-6

M3 - Article

AN - SCOPUS:85098490987

SN - 0932-8092

VL - 32

JO - Machine Vision and Applications

JF - Machine Vision and Applications

IS - 1

M1 - 25

ER -

Hessian-polar context: A descriptor for microfilaria recognition

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