Journal ArticleDOI
Address block location on envelopes using Gabor filters
TLDR
A simple method is presented for automatically identifying regions in envelope images which are candidates for being the destination address and the success of the texture-based segmentation algorithm for identifying address blocks is demonstrated.About:
This article is published in Pattern Recognition.The article was published on 1992-12-01. It has received 93 citations till now. The article focuses on the topics: Image texture & Orientation (computer vision).read more
Citations
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Texture analysis
Mihran Tuceryan,Anil K. Jain +1 more
TL;DR: The geometric, random field, fractal, and signal processing models of texture are presented and major classes of texture processing such as segmentation, classification, and shape from texture are discussed.
Journal ArticleDOI
Optimal Gabor filters for texture segmentation
TL;DR: It is argued that Gabor filter outputs can be modeled as Rician random variables (often approximated well as Gaussian rv's) and developed a decision-theoretic algorithm for selecting optimal filter parameters.
Adaptive optical music recognition
TL;DR: The basic goal of the Adaptive Optical Music Recognition system presented herein is to create an adaptive software for the recognition of musical notation that is based on exemplar-based incremental learning, analogous to the idea of "learning by example."
Journal ArticleDOI
Customizing information capture and access
Daniela Rus,Devika Subramanian +1 more
TL;DR: This article presents a customizable architecture for software agents that capture and access information in large, heterogeneous, distributed electronic repositories to exploit underlying structure at various levels of granularity to build high-level indices with task-specific interpretations.
Proceedings ArticleDOI
Bar code localization using texture analysis
Anil K. Jain,Y. Chen +1 more
TL;DR: The authors present an approach for automatic bar code localization, which is based on the multichannel Gabor filtering technique, that is rotation-invariant and able to locate bar codes on planar and curved surfaces.
References
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Journal ArticleDOI
Unsupervised texture segmentation using Gabor filters
Anil K. Jain,Farshid Farrokhnia +1 more
TL;DR: A texture segmentation algorithm inspired by the multi-channel filtering theory for visual information processing in the early stages of human visual system is presented, which is based on reconstruction of the input image from the filtered images.
Journal ArticleDOI
Texture discrimination by Gabor functions
TL;DR: In this article, a 2D Gabor filter was used for texture discrimination in the striate cortex of the human brain. And the performance of the computer models suggests that cortical neurons with Gabor like receptive fields may be involved in preattentive texture discrimination.