Digital halftoning
Generic Neighborhood Operators
IEEE Transactions on Pattern Analysis and Machine Intelligence
Scale-Space Theory in Computer Vision
Scale-Space Theory in Computer Vision
Abstracted painterly renderings using eye-tracking data
NPAR '02 Proceedings of the 2nd international symposium on Non-photorealistic animation and rendering
Journal of Mathematical Imaging and Vision
International Journal of Computer Vision - Joint special issue on image analysis
Histogram Preserving Image Transformations
International Journal of Computer Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Resolution Selection Using Generalized Entropies of Multiresolution Histograms
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Applications of Locally Orderless Images
SCALE-SPACE '99 Proceedings of the Second International Conference on Scale-Space Theories in Computer Vision
Histograms of Infinitesimal Neighbourhoods
Scale-Space '01 Proceedings of the Third International Conference on Scale-Space and Morphology in Computer Vision
Bilateral Filtering and Anisotropic Diffusion: Towards a Unified Viewpoint
Scale-Space '01 Proceedings of the Third International Conference on Scale-Space and Morphology in Computer Vision
Wavelet transform-based locally orderless images for texture segmentation
Pattern Recognition Letters
Multiresolution Histograms and Their Use for Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Dynamic Texture Recognition by Spatio-Temporal Multiresolution Histograms
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
A Sparse Texture Representation Using Local Affine Regions
IEEE Transactions on Pattern Analysis and Machine Intelligence
A gentle introduction to bilateral filtering and its applications
ACM SIGGRAPH 2007 courses
A gentle introduction to bilateral filtering and its applications
ACM SIGGRAPH 2008 classes
A Fast Approximation of the Bilateral Filter Using a Signal Processing Approach
International Journal of Computer Vision
Image Segmentation Using Graph Representations and Local Appearance and Shape Models
GbRPR '09 Proceedings of the 7th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition
Regularity classes for locally orderless images
Scale Space'03 Proceedings of the 4th international conference on Scale space methods in computer vision
A common viewpoint on broad kernel filtering and nonlinear diffusion
Scale Space'03 Proceedings of the 4th international conference on Scale space methods in computer vision
Evaluating a general class of filters for image denoising
SCIA'07 Proceedings of the 15th Scandinavian conference on Image analysis
Smoothed local histogram filters
ACM SIGGRAPH 2010 papers
Generalised Nonlocal Image Smoothing
International Journal of Computer Vision
Early detection of emphysema progression
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part II
Improved spatial pyramid matching for image classification
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
IPMI'11 Proceedings of the 22nd international conference on Information processing in medical imaging
Matching deformable features based on oriented multi-scale filter banks
AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects
Improved segmentation of meteorite micro-CT images using local histograms
Computers & Geosciences
Computer Vision and Image Understanding
Matching deformable regions using local histograms of differential invariants
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
Sparse PDF maps for non-linear multi-resolution image operations
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
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We propose a representation of images in which a global, but not a local topology is defined. Thetopology is restricted to resolutions up to the extent of the local region of interest (ROI).Although the ROI‘s may contain many pixels, there is no spatial order on the pixels within the ROI,the only information preserved is the histogram of pixel values within the ROI‘s. This can beconsidered as an extreme case of a textel (texture element) image: The histogram is the limit oftexture where the spatial order has been completely disregarded. We argue that locally orderlessimages are ubiquitous in perception and the visual arts. Formally, the orderless images are mostaptly described by three mutually intertwined scale spaces. The scale parameters correspond to thepixellation (“inner scale”), the extent of the ROI‘s (“outer scale”) and the resolution in thehistogram (“tonal scale”). We describe how to construct locally orderless images, how to renderthem, and how to use them in a variety of local and global image processing operations.