mlsanityData to 7 Oct 2026

Human Skin Detection Using RGB, HSV and YCbCr Color Models

arXiv 1708.02694 ↗First posted 9 Aug 2017cs.CV q-bio.OTcited by 16

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Abstract (arXiv)

Human Skin detection deals with the recognition of skin-colored pixels and regions in a given image. Skin color is often used in human skin detection because it is invariant to orientation and size and is fast to process. A new human skin detection algorithm is proposed in this paper. The three main parameters for recognizing a skin pixel are RGB (Red, Green, Blue), HSV (Hue, Saturation, Value) and YCbCr (Luminance, Chrominance) color models. The objective of proposed algorithm is to improve the recognition of skin pixels in given images. The algorithm not only considers individual ranges of the three color parameters but also takes into ac- count combinational ranges which provide greater accuracy in recognizing the skin area in a given image.

Key facts. Cited by 16 papers in the map (data through 7 Oct 2026). First posted on arXiv 9 Aug 2017.

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Citing papers per year: 2021: 5; 2022: 4; 2023: 3; 2024: 1; 2025: 3.

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  1. 2022DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Modelscited by 230
  2. 2021Evaluating Deep Neural Networks Trained on Clinical Images in Dermatology with the Fitzpatrick 17k Datasetcited by 184
  3. 2022Towards Transparency in Dermatology Image Datasets with Skin Tone Annotations by Experts, Crowds, and an Algorithmcited by 35
  4. 2024FairRAG: Fair Human Generation via Fair Retrieval Augmentationcited by 34
  5. 2023Consensus and Subjectivity of Skin Tone Annotation for ML Fairnesscited by 22
  6. 2023Racial Bias within Face Recognition: A Surveycited by 9
  7. 2023Exploring Social Bias in Downstream Applications of Text-to-Image Foundation Modelscited by 7
  8. 2021RealisticHands: A Hybrid Model for 3D Hand Reconstructioncited by 5
  9. 2022Color Invariant Skin Segmentationcited by 3
  10. 2021Geodesic squared exponential kernel for non-rigid shape registrationcited by 1
  11. 2022Hiding Your Signals: A Security Analysis of PPG-based Biometric Authenticationcited by 1
  12. 2021A Connected Component Labelling algorithm for multi-pixel per clock cycle video streamcited by 0
4 more
  1. 2021An Effective Pixel-Wise Approach for Skin Colour Segmentation Using Pixel Neighbourhood Techniquecited by 0
  2. 2025Colors Matter: AI-Driven Exploration of Human Feature Colorscited by 0
  3. 2025TrustSkin: A Fairness Pipeline for Trustworthy Facial Affect Analysis Across Skin Tonecited by 0
  4. 2025EfficienT-HDR: An Efficient Transformer-Based Framework via Multi-Exposure Fusion for HDR Reconstructioncited by 0