-
Reference Work Entry In depth
NeatVision: Development Environment for Machine Vision Engineers
This chapter will detail a free image analysis and software development environment for machine vision engineers. The environment provides high-level access to a wide range of image manipulation, processing an...
-
Article
Evaluation of robustness against rotation of LBP, CCR and ILBP features in granite texture classification
The aim of the paper is to conduct a performance evaluation where several texture descriptors such as Local Binary Patterns (LBP), Coordinated Clusters Representation (CCR) and (Improved Local Binary Patterns)...
-
Article
Open AccessBiologically-inspired data decorrelation for hyper-spectral imaging
Hyper-spectral data allows the construction of more robust statistical models to sample the material properties than the standard tri-chromatic color representation. However, because of the large dimensionalit...
-
Chapter and Conference Paper
A New Anticorrelation-Based Spectral Clustering Formulation
This paper introduces the Spectral Clustering Equivalence (SCE) algorithm which is intended to be an alternative to spectral clustering (SC) with the objective to improve both speed and quality of segmentation...
-
Chapter and Conference Paper
A Novel Visual Speech Representation and HMM Classification for Visual Speech Recognition
This paper presents the development of a novel visual speech recognition (VSR) system based on a new representation that extends the standard viseme concept (that is referred in this paper to as Visual Speech ...
-
Chapter and Conference Paper
Multi-resolution Texture Classification Based on Local Image Orientation
The aim of this paper is to evaluate quantitatively the discriminative power of the image orientation in the texture classification process. In this regard, we have evaluated the performance of two texture cla...
-
Article
Pose estimation for objects with planar surfaces using eigenimage and range data analysis
In this paper we present a novel method for estimating the object pose for 3D objects with well-defined planar surfaces. Specifically, we investigate the feasibility of estimating the object pose using an appr...
-
Chapter and Conference Paper
A New Manifold Representation for Visual Speech Recognition
In this paper, we propose a new manifold representation capable of being applied for visual speech recognition. In this regard, the real time input video data is compressed using Principal Component Analysis (...
-
Chapter and Conference Paper
Shape Filtering for False Positive Reduction at Computed Tomography Colonography
In this paper, we treat the problem of reducing the false positives (FP) in the automatic detection of colorectal polyps at Computer Aided Detection in Computed Tomography Colonography (CAD-CTC) as a shape-fil...
-
Article
A bin picking system based on depth from defocus
It is generally accepted that to develop versatile bin-picking systems capable of gras** and manipulation operations, accurate 3-D information is required. To accomplish this goal, we have developed a fast ...
-
Chapter and Conference Paper
Experimentation on the Use of Chromaticity Features, Local Binary Pattern, and Discrete Cosine Transform in Colour Texture Analysis
This paper describes a method for colour texture analysis, which performs segmentation based on colour and texture information. The main goal of this approach is to examine the contribution of chromaticity fea...
