Reaching behind Specular Highlights by Registration of Two Images of Broiler Viscera

Anders Jørgensen, Malte Pedersen, Rikke Gade, Jens Fagertun, Thomas B. Moeslund

Publikation: Bidrag til bog/antologi/rapport/konference proceedingKonferenceartikel i proceedingForskningpeer review

Abstrakt

The manual postmortem inspection of broilers and their viscera is becoming a bottleneck as the slaughter rate increases. Computer vision can assist veterinarians during the inspection, but specular highlights can hide crucial details when inspecting for diseases on the viscera set. This study aims to restore details behind these specular highlights by capturing two images of the same viscera using shifting light positions. The dataset consists of images captured in-line at a poultry processing plant. The method achieves an average SSIM score of 0.96 over a test set of 100 image sets. The result is visually pleasing images with correct textural information instead of specular highlights.
OriginalsprogEngelsk
TitelComputer Vision – ACCV 2018 Workshops : 14th Asian Conference on Computer Vision, 2018, Revised Selected Papers
RedaktørerGustavo Carneiro, Shaodi You
Antal sider16
ForlagSpringer
Publikationsdatojun. 2019
Sider357-372
ISBN (Trykt)978-3-030-21073-1
ISBN (Elektronisk)978-3-030-21074-8
DOI
StatusUdgivet - jun. 2019
BegivenhedAsian Conference on Computer Vision - Perth, Australien
Varighed: 2 dec. 20186 dec. 2018

Konference

KonferenceAsian Conference on Computer Vision
LandAustralien
ByPerth
Periode02/12/201806/12/2018
NavnLecture Notes in Computer Science
Vol/bind11367
ISSN0302-9743

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  • Citationsformater

    Jørgensen, A., Pedersen, M., Gade, R., Fagertun, J., & Moeslund, T. B. (2019). Reaching behind Specular Highlights by Registration of Two Images of Broiler Viscera. I G. Carneiro, & S. You (red.), Computer Vision – ACCV 2018 Workshops: 14th Asian Conference on Computer Vision, 2018, Revised Selected Papers (s. 357-372). Springer. Lecture Notes in Computer Science, Bind. 11367 https://doi.org/10.1007/978-3-030-21074-8_30