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Self-organization for the Detection of Local Features
The article compares several models of self-organizing neural networks with respect to their application for detection of local features in data. Emphasis of the article is on the growing models of self-organizing networks....
BD - Teorie informace
- 2009 •
- D
Rok uplatnění
D - Stať ve sborníku
Local Rank Patterns - Novel Features for Rapid Object Detection
This paper presents Local Rank Patterns (LRP) - novel features for rapid object detection in images which are based on existing features Local Rank Differences (LRD). The performance of the novel features ...
JC - Počítačový hardware a software
- 2008 •
- D
Rok uplatnění
D - Stať ve sborníku
Searching for Features in Laser Rangefinder Scan via Combination of Local Curvature Scale and Human Obstacles Detection
Detection of reliable features in sensor data is the base for most localization and SLAM algorithms. The paper presents a combination of local curvature scale that enables to easily find environment features such a...
JD - Využití počítačů, robotika a její aplikace
- 2013 •
- D
Rok uplatnění
D - Stať ve sborníku
Evolutionary Design of Local Binary Pattern Feature Shapes for Object Detection
This paper deals with the evolutionary design of application specific feature shapes of Local Binary Pattern (LBP) features for object detection in image processing applications. LBP features are very often utilize...
IN - Informatika
- 2012 •
- D
Rok uplatnění
D - Stať ve sborníku
Color Object Retrieval Using Local Features Based on Opponent-Process Theory
This paper proposes a method for extracting of the local features of the color image. As a basic model we have chosen the approach to the human visual system using chromatic opponent channels and the SIFT (Scalable Invariant Fea...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2018 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Framework for Research on Detection Classifiers
various features in their weak classifiers. The possible features include Haar-like features, Local Binary Patterns, Local Rank Patterns, Local Rank Differences, PCA, LDA, localized PCA/...
JC - Počítačový hardware a software
- 2008 •
- R
Rok uplatnění
R - Software
Local Binary Pattern Based Features for Sign Language Recognition
In this paper we focus on appearance features describing the manual component of Sign Language particularly the Local Binary Patterns. We compare the performance of these features with geometric moments describing the traje...
JD - Využití počítačů, robotika a její aplikace
- 2011 •
- Jx •
- Link
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Výsledek na webu
Low-Level Image Features for Real-Time Object Detection
used Haar wavelets, local binary patterns and other low level features. The LocalThe main aim of the chapter is to provide information about the Local Rank Patterns image feature: Its background, mathemat...
JC - Počítačový hardware a software
- 2010 •
- C
Rok uplatnění
C - Kapitola v odborné knize
Evaluation of Local Detectors and Descriptors for Fast Feature Matching
Local feature detectors and descriptors are widelyused in many computer vision applications and various methods have been proposed during the past decade. There have been a number of evaluations focused on various aspects of loc...
JD - Využití počítačů, robotika a její aplikace
- 2012 •
- D
Rok uplatnění
D - Stať ve sborníku
Local Features and Visual Words Emerge in Activations
, the same sparse 3D activation tensor is also approximated by a collection of local features. These local features are then robustly matched to approximate the optimal layers or training. No local fea...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2019 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
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