Multichannel Texture Analysis Using Localized Spatial Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Facial image synthesis using skin texture recording
The Visual Computer: International Journal of Computer Graphics - Special issue on computer animation 1989/90
Visual learning and recognition of 3-D objects from appearance
International Journal of Computer Vision
Realistic modeling for facial animation
SIGGRAPH '95 Proceedings of the 22nd annual conference on Computer graphics and interactive techniques
Proceedings of the 25th annual conference on Computer graphics and interactive techniques
An anthropometric face model using variational techniques
Proceedings of the 25th annual conference on Computer graphics and interactive techniques
Reflectance and texture of real-world surfaces
ACM Transactions on Graphics (TOG)
Filtering for Texture Classification: A Comparative Study
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Multichannel Approach to Fingerprint Classification
IEEE Transactions on Pattern Analysis and Machine Intelligence
A morphable model for the synthesis of 3D faces
Proceedings of the 26th annual conference on Computer graphics and interactive techniques
The Analysis and Recognition of Real-World Textures in Three Dimensions
IEEE Transactions on Pattern Analysis and Machine Intelligence
Rough surface classification using point statistics from photometric stereo
Pattern Recognition Letters
Synthesizing bidirectional texture functions for real-world surfaces
Proceedings of the 28th annual conference on Computer graphics and interactive techniques
Representing and Recognizing the Visual Appearance of Materials using Three-dimensional Textons
International Journal of Computer Vision
Bidirectional Reflection Distribution Function of Thoroughly Pitted Surfaces
International Journal of Computer Vision
Texture histograms as a function of irradiation and viewing direction
International Journal of Computer Vision
Bidirectional Texture Contrast Function
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part IV
Classifying Images of Materials: Achieving Viewpoint and Illumination Independence
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Reflectance and Texture of Real-World Surfaces Authors
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Texture Features and Learning Similarity
CVPR '96 Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96)
Analyzing the Bidirectional Texture Function
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Histogram Model for 3D Textures
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Recognizing Surfaces Using Three-Dimensional Textons
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
Correlation Model for 3D Texture
ICCV '99 Proceedings of the International Conference on Computer Vision-Volume 2 - Volume 2
3D Texture Recognition Using Bidirectional Feature Histograms
International Journal of Computer Vision
3D Texture Recognition Using Bidirectional Feature Histograms
International Journal of Computer Vision
Analysis of human faces using a measurement-based skin reflectance model
ACM SIGGRAPH 2006 Papers
Polarization Multiplexing and Demultiplexing for Appearance-Based Modeling
IEEE Transactions on Pattern Analysis and Machine Intelligence
Surface detail in computer models
Image and Vision Computing
The Appearance of Human Skin: A Survey
Foundations and Trends® in Computer Graphics and Vision
Skin Pores Detection for Image-Based Skin Analysis
IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning
Tissue Recognition Approach to Pressure Ulcer Area Estimation with Neural Networks
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
3D surface texture analysis for early malignant melanoma diagnosis
SIP '07 Proceedings of the Ninth IASTED International Conference on Signal and Image Processing
A practical appearance model for dynamic facial color
ACM SIGGRAPH Asia 2010 papers
Comparison of two algorithms for 3D skin reconstruction
Proceedings of the 5th International Conference on Ubiquitous Information Management and Communication
Image-Based generation of facial skin texture with make-up
PCM'05 Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part I
Two stages stereo dense matching algorithm for 3d skin micro-surface reconstruction
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Identity verification by using handprint
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Modeling and detection of wrinkles in aging human faces using marked point processes
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume 2
Computer-aided diagnosis in wound images with neural networks
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advences in computational intelligence - Volume Part II
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Quantitative characterization of skin appearance is an important but difficult task. The skin surface is a detailed landscape, with complex geometry and local optical properties. In addition, skin features depend on many variables such as body location (e.g. forehead, cheek), subject parameters (age, gender) and imaging parameters (lighting, camera). As with many real world surfaces, skin appearance is strongly affected by the direction from which it is viewed and illuminated. Computational modeling of skin texture has potential uses in many applications including realistic rendering for computer graphics, robust face models for computer vision, computer-assisted diagnosis for dermatology, topical drug efficacy testing for the pharmaceutical industry and quantitative comparison for consumer products. In this work we present models and measurements of skin texture with an emphasis on faces. We develop two models for use in skin texture recognition. Both models are image-based representations of skin appearance that are suitably descriptive without the need for prohibitively complex physics-based skin models. Our models take into account the varied appearance of the skin with changes in illumination and viewing direction. We also present a new face texture database comprised of more than 2400 images corresponding to 20 human faces, 4 locations on each face (forehead, cheek, chin and nose) and 32 combinations of imaging angles. The complete database is made publicly available for further research.