Two methods for display of high contrast images
ACM Transactions on Graphics (TOG)
LCIS: a boundary hierarchy for detail-preserving contrast reduction
Proceedings of the 26th annual conference on Computer graphics and interactive techniques
Gradient domain high dynamic range compression
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Fast bilateral filtering for the display of high-dynamic-range images
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
A tone mapping algorithm for high contrast images
EGRW '02 Proceedings of the 13th Eurographics workshop on Rendering
LUT and multilevel Brownian Retinex colour correction
Machine Graphics & Vision International Journal - Special issue on latest results in colour image processing and applications
Interactive time-dependent tone mapping using programmable graphics hardware
EGRW '03 Proceedings of the 14th Eurographics workshop on Rendering
Flash photography enhancement via intrinsic relighting
ACM SIGGRAPH 2004 Papers
Machine Vision and Applications
A local model of eye adaptation for high dynamic range images
AFRIGRAPH '04 Proceedings of the 3rd international conference on Computer graphics, virtual reality, visualisation and interaction in Africa
Compressing and companding high dynamic range images with subband architectures
ACM SIGGRAPH 2005 Papers
Video enhancement using per-pixel virtual exposures
ACM SIGGRAPH 2005 Papers
Color Characterization and Balancing by a Nonlinear Line Attractor Network for Image Enhancement
Neural Processing Letters
Tone Reproduction: A Perspective from Luminance-Driven Perceptual Grouping
International Journal of Computer Vision
Detecting and removing specularities in facial images
Computer Vision and Image Understanding
Interactive time-dependent tone mapping using programmable graphics hardware
SIGGRAPH '05 ACM SIGGRAPH 2005 Courses
A real-time FPGA-based architecture for a Reinhard-like tone mapping operator
Proceedings of the 22nd ACM SIGGRAPH/EUROGRAPHICS symposium on Graphics hardware
Edge-preserving decompositions for multi-scale tone and detail manipulation
ACM SIGGRAPH 2008 papers
Microprocessors & Microsystems
Shadow Detection and Removal from Solo Natural Image Based on Retinex Theory
ICIRA '08 Proceedings of the First International Conference on Intelligent Robotics and Applications: Part I
A locally tuned nonlinear technique for color image enhancement
WSEAS Transactions on Signal Processing
Intensity surface stretching technique for contrast enhancement of digital photography
Multidimensional Systems and Signal Processing
Issues About Retinex Theory and Contrast Enhancement
International Journal of Computer Vision
IEICE - Transactions on Information and Systems
Histogram remapping as a preprocessing step for robust face recognition
WSEAS Transactions on Information Science and Applications
Image normalization techniques for robust face recognition
ISPRA'09 Proceedings of the 8th WSEAS international conference on Signal processing, robotics and automation
The application of enhanced technology of radiographic image based on Retinex
MUSP'09 Proceedings of the 9th WSEAS international conference on Multimedia systems & signal processing
A solution to the deficiencies of image enhancement
Signal Processing
Anthropometric Facial Emotion Recognition
Proceedings of the 13th International Conference on Human-Computer Interaction. Part II: Novel Interaction Methods and Techniques
Retinex Combined with Total Variation for Image Illumination Normalization
ICIAP '09 Proceedings of the 15th International Conference on Image Analysis and Processing
Edge-preserving multiscale image decomposition based on local extrema
ACM SIGGRAPH Asia 2009 papers
Image enhancement algorithm based on Retinex for small-bore steel tube butt weld's X-ray imaging
WSEAS Transactions on Mathematics
Recovering high dynamic range by Multi-Exposure Retinex
Journal of Visual Communication and Image Representation
Detecting and removing specularities in facial images
Computer Vision and Image Understanding
Social Network Analysis of 45,000 Schools: A Case Study of Technology Enhanced Learning in Europe
EC-TEL '09 Proceedings of the 4th European Conference on Technology Enhanced Learning: Learning in the Synergy of Multiple Disciplines
Increasing the Robustness of 2D Active Appearance Models for Real-World Applications
ICVS '09 Proceedings of the 7th International Conference on Computer Vision Systems: Computer Vision Systems
Face recognition under varying illumination using gradientfaces
IEEE Transactions on Image Processing
Context-based defading of archive photographs
Journal on Image and Video Processing - Special issue on image and video processing for cultural heritage
Stereo vision for robotic applications in the presence of non-ideal lighting conditions
Image and Vision Computing
An image preprocessing algorithm for illumination invariant face recognition
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Enhanced local texture feature sets for face recognition under difficult lighting conditions
AMFG'07 Proceedings of the 3rd international conference on Analysis and modeling of faces and gestures
Fast automatic compensation of under/over-exposured image regions
PSIVT'07 Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology
Using Human Visual System modeling for bio-inspired low level image processing
Computer Vision and Image Understanding
Illumination invariant face recognition by non-local smoothing
BioID_MultiComm'09 Proceedings of the 2009 joint COST 2101 and 2102 international conference on Biometric ID management and multimodal communication
High dynamic range rendering for YUV images with a constraint on perceptual chroma preservation
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Multi-sensor image fusion using subband decomposed multiscale retinex
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Color image enhancement using retinex with robust envelope
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Dynamic range compression based on statistical analysis
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Illumination-robust face recognition using retina modeling
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Enhanced local texture feature sets for face recognition under difficult lighting conditions
IEEE Transactions on Image Processing
Quasi-random nonlinear scale space
Pattern Recognition Letters
Generalized probabilistic scale space for image restoration
IEEE Transactions on Image Processing - Special section on distributed camera networks: sensing, processing, communication, and implementation
Brightness perception, dynamic range and noise: a unifying model for adaptive image sensors
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Recognition of 2-d shapes inspired by the human visual system
Journal of Computational Methods in Sciences and Engineering
Fast human motion tracking by using high speed neural
SSIP '09/MIV'09 Proceedings of the 9th WSEAS international conference on signal, speech and image processing, and 9th WSEAS international conference on Multimedia, internet & video technologies
Adaptive color image enhancement based geometric mean filter
Proceedings of the 2011 International Conference on Communication, Computing & Security
Face recognition under varying lighting conditions using self quotient image
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Journal of Visual Communication and Image Representation
Image and video decolorization by fusion
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
Example-based image color and tone style enhancement
ACM SIGGRAPH 2011 papers
Randomised manifold forests for principal angle-based face recognition
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Perceptually motivated automatic color contrast enhancement based on color constancy estimation
Journal on Image and Video Processing - Special issue on emerging methods for color image and video quality enhancement
Homomorphic filtering based illumination normalization method for face recognition
Pattern Recognition Letters
Variable lighting face recognition using discrete wavelet transform
Pattern Recognition Letters
Segmentation based tone-mapping for high dynamic range images
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Adaptive and nonlinear techniques for visibility improvement of hazy images
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
A Total Variation Model for Retinex
SIAM Journal on Imaging Sciences
Design of an efficient flexible architecture for color image enhancement
ACSAC'06 Proceedings of the 11th Asia-Pacific conference on Advances in Computer Systems Architecture
Re-lighting and compensation for face images
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Perception based lighting balance for face detection
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
A neighborhood dependent nonlinear technique for color image enhancement
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part I
Using retinex image enhancement to improve the artery/vein classification in retinal images
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part II
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part I
Precise segmentation of the optic disc in retinal fundus images
EUROCAST'11 Proceedings of the 13th international conference on Computer Aided Systems Theory - Volume Part I
Two-dimensional histogram equalization and contrast enhancement
Pattern Recognition
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Degradation of turbid images based on the adaptive logarithmic algorithm
Computers & Mathematics with Applications
Illumination invariant eye detection in facial images based on the retinex theory
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Adaptive quantization using piecewise companding and scaling for Gaussian mixture
Journal of Visual Communication and Image Representation
Wavelet-based contrast enhancement of dark images using dynamic stochastic resonance
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
A comparative study on illumination preprocessing in face recognition
Pattern Recognition
Journal of Real-Time Image Processing
Illumination normalization for face recognition under extreme lighting conditions
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Chaotic random projection for cancelable biometric key generation
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Adaptive retinex back-light compensation algorithm using skewness information of image
Proceedings of the 2013 Research in Adaptive and Convergent Systems
Fast image enhancement in compressed wavelet domain
Signal Processing
Image dehazing based on haziness analysis
International Journal of Automation and Computing
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Direct observation and recorded color images of the same scenes are often strikingly different because human visual perception computes the conscious representation with vivid color and detail in shadows, and with resistance to spectral shifts in the scene illuminant. A computation for color images that approaches fidelity to scene observation must combine dynamic range compression, color consistency-a computational analog for human vision color constancy-and color and lightness tonal rendition. In this paper, we extend a previously designed single-scale center/surround retinex to a multiscale version that achieves simultaneous dynamic range compression/color consistency/lightness rendition. This extension fails to produce good color rendition for a class of images that contain violations of the gray-world assumption implicit to the theoretical foundation of the retinex. Therefore, we define a method of color restoration that corrects for this deficiency at the cost of a modest dilution in color consistency. Extensive testing of the multiscale retinex with color restoration on several test scenes and over a hundred images did not reveal any pathological behaviour