Optical Technique, Volume. 48, Issue 3, 301(2022)
Face detection based on K-means clustering and the skin-color
[1] [1] Zhang L, Lender P. Knowledge based eye detection for human face detection[J]. International Conference Knowledge-based Intelligent Engineering Systems & Allied Technologies,2000,25(01):117-120.
[2] [2] Robin, Ferawaty, Jusin, et al. An empiric model of face detection based on RGB skin tone color[J]. Journal of Physics Conference Series,2019,1230(01):12-14.
[4] [4] Sermanet P, Eigen D, Zhang X, et al. OverFeat: integrated recognition, localization and detection using convolutional networks[J]. Eprint Arxiv,2013,35(11):1329-1336
[5] [5] Li H, Zhe L, Shen X, et al. A convolutional neural network cascade for face detection[C]∥Computer Vision & Pattern Recognition(CVPR). New York,USA:IEEE,2015:123:128.
[6] [6] Zhang K, Zhang Z, Li Z, et al. Joint face detection and alignment using multitask cascaded convolutional networks[J]. IEEE Signal Processing Letters,2016,23(10):1499-1503.
[7] [7] Yang S, Luo P, Loy C C, et al. Faceness-net: face detection through deep facial part responses[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence,2017,40(8):1845-1859.
[10] [10] Liu Z, Ping L, Wang X, et al. Deep learning face attributes in the wild[J]. International Conference on Computer Vision(ICCV),IEEE,2016,9(04):396-401.
[12] [12] Technicolor T, Related S, Technicolor T, et al. ImageNet classification with deep convolutional neural networks[C]∥Advances in Neural Information Processing Systems. Boston,USA:IEEE,2012:1097-1105.
[13] [13] Afifi M, Price B, Cohen S, et al. When color constancy goes wrong: correcting improperly white-balanced images[C]∥ Computer Vision and Pattern Recognition (CVPR). New York,USA:IEEE,2020:101-106.
[14] [14] Dlunion. DBFace is a real-time, single-stage detector for face detection, with faster speed and higher accuracy[EB/OL]. (2019-05)/[2021-11].https:∥github.com/dlunion/DBFace.
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ZHANG Shen, HUANG Qingmei, SUN Lijia. Face detection based on K-means clustering and the skin-color[J]. Optical Technique, 2022, 48(3): 301
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Received: Nov. 8, 2021
Accepted: --
Published Online: Jan. 20, 2023
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CSTR:32186.14.