The elements of graphing data
A Computational Approach to Edge Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Applying a theory of graphical presentation to the graphic design of user interfaces
UIST '88 Proceedings of the 1st annual ACM SIGGRAPH symposium on User Interface Software
Envisioning information
Scale-Space and Edge Detection Using Anisotropic Diffusion
IEEE Transactions on Pattern Analysis and Machine Intelligence
Symbolic Construction of a 2-D Scale-Space Image
IEEE Transactions on Pattern Analysis and Machine Intelligence
Tree visualization with tree-maps: 2-d space-filling approach
ACM Transactions on Graphics (TOG)
Image analysis with two-dimensional continuous wavelet transform
Signal Processing
Space-scale diagrams: understanding multiscale interfaces
CHI '95 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
A neural model of contour integration in the primary visual cortex
Neural Computation
Information visualization: perception for design
Information visualization: perception for design
Clustering by Scale-Space Filtering
IEEE Transactions on Pattern Analysis and Machine Intelligence
Visual information foraging in a focus + context visualization
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Scale-Space Theory in Computer Vision
Scale-Space Theory in Computer Vision
CHI '99 Extended Abstracts on Human Factors in Computing Systems
Invertible Orientation Bundles on 2D Scalar Images
SCALE-SPACE '97 Proceedings of the First International Conference on Scale-Space Theory in Computer Vision
Scale-Space '01 Proceedings of the Third International Conference on Scale-Space and Morphology in Computer Vision
Semiology of graphics
A model of multi-scale perceptual organization in information graphics
INFOVIS'03 Proceedings of the Ninth annual IEEE conference on Information visualization
A Task Centered Framework for Computer Security Data Visualization
VizSec '08 Proceedings of the 5th international workshop on Visualization for Computer Security
An intuitive model of perceptual grouping for HCI design
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Measuring effective data visualization
ISVC'07 Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II
Do predictions of visual perception aid design?
ACM Transactions on Applied Perception (TAP)
Contextifier: automatic generation of annotated stock visualizations
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Visualizing PHPIDS log files for better understanding of web server attacks
Proceedings of the Tenth Workshop on Visualization for Cyber Security
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We propose a new method for assessing the perceptual organization of information graphics, based on the premise that the visual structure of an image should match the structure of the data it is intended to convey. The core of our method is a new formal model of one type of perceptual structure, based on classical machine vision techniques for analyzing an image at multiple resolutions. The model takes as input an arbitrary grayscale image and returns a lattice structure describing the visual organization of the image. We show how this model captures several aspects of traditional design aesthetics, and we describe a software tool that implements the model to help designers analyze and refine visual displays. Our emphasis here is on demonstrating the model's potential as a design aid rather than as a description of human perception, but given its initial promise we propose a variety of ways in which the model could be extended and validated.