The absence of ground-truth labels in deep-sea imageprocessing makes it impossible to carry out end-to-end training steps for typical machine learning schemes. Here, an agent-based genetic algorithm is successfully d...
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The proceedings contain 23 papers. The topics discussed include: high throughput imaging and analysis for biological interpretation of agricultural plants and environmental interaction;investigation of segmentation ba...
ISBN:
(纸本)9780819499417
The proceedings contain 23 papers. The topics discussed include: high throughput imaging and analysis for biological interpretation of agricultural plants and environmental interaction;investigation of segmentation based pooling for image quantification;illumination invariant 3D change detection;illumination invariant pattern recognition using fringe-adjusted joint transform correlator and monogenic signal;on the use of MKL for cooking action recognition;efficient adaptive thresholding with image masks;hyperspectral image reconstruction using RGB color for foodborne pathogen detection on agar plates;improved wheal detection from skin prick test images;eye gaze tracking using correlation filters;image thresholding using standard deviation;object detection in MOUT: evaluation of a hybrid approach for confirmation and rejection of object detection hypotheses;and scoring recognizability of faces for security applications.
images are a vital part of our everyday life and imageprocessing is the heart of all the modern technologies, including machinevision, artificial intelligence, robotics, deep learning. It would not be wrong to say t...
images are a vital part of our everyday life and imageprocessing is the heart of all the modern technologies, including machinevision, artificial intelligence, robotics, deep learning. It would not be wrong to say that imageprocessing is one of the many reasons for achieving success in any industrial domain, whether it be medical, food, textile, or any other automation industry. It is next to impossible to work in these domains without having sufficient knowledge and skills about imageprocessing techniques. In this thesis document you will find the significance of imageprocessing used in three diverse projects. Each one of the projects is described as a separate chapter in this document. The first project is focused on reducing the power consumption in OLED-based devices. Actually there are two main goals of this project, first one, as the name suggests, is to minimize the power consumed by an OLED device to display images, and the second goal is to simultaneously enhance the color contrasts in images. OLED display panels have become increasingly popular in recent years, thanks to their numerous advantages over the traditional LCD displays. Power consumption in OLED displays depends on the contents where as the backlight is responsible for power consumption in LCD displays. This image-dependent or content-dependent power consumption model of OLED displays have encouraged numerous researchers to create possibilities for reducing the power consumption in OLED-based devices. One such possibility has been explored in this Ph. D. research work. Another industrial application has been presented in the second part of the thesis document. It is a part of the "Food Digital Monitoring" project, funded by Regione Piemonte. The major aim of this project is to identify the healthy and contaminated hazelnuts by using fluorescence and spectral imaging techniques. Two types of contamination are discussed in this work, one, caused by bacterial and fungal infections, called "rot
The proceedings contain 25 papers. The topics discussed include: real-time wavelet-based inline banknote-in-bundle counting for cut-and-bundle machines;a robust segmentation and tracking method for characterizing GNSS...
ISBN:
(纸本)9780819484147
The proceedings contain 25 papers. The topics discussed include: real-time wavelet-based inline banknote-in-bundle counting for cut-and-bundle machines;a robust segmentation and tracking method for characterizing GNSS signals reception environment;accurate, fast, and robust center localization for images of semiconductor components;a 2D histogram representation of images for pooling;gram polynomial image decimation and its application to non-rigid registration;interactive image quantification tools in nuclear material forensics;line segment based structure and motion from two views;vision based forest smoke detection using analyzing of temporal patterns of smoke and their probability models;pavement distress detection and severity analysis;estimation of fire volume by stereovision;multi-frame decision level fusion for face classification based on a photon-counting linear discriminant analysis;and pose-robust face recognition using shape-adapted texture features.
The proceedings contain 21 papers. The topics discussed include: optical feature extraction with illumination-encoded linear functions;an illumination-invariant phase-shifting algorithm for three-dimensional profilome...
ISBN:
(纸本)9780819489470
The proceedings contain 21 papers. The topics discussed include: optical feature extraction with illumination-encoded linear functions;an illumination-invariant phase-shifting algorithm for three-dimensional profilometry;fusing shape and texture features for pose-robust face recognition;automated inspection of tubular material based on magnetic particle inspection;application of imageprocessing to track twin boundary motion in magnetic shape memory alloys;a new point process model for trajectory-based events annotation;automated parasites detection in clams by trans-illumination imaging and pattern classification;3D temperature mapping of turboshaft components using thermal paints and color recognition;modified fuzzy c-means applied to a Bragg grating-based spectral imager for material clustering;fabric defect detection using the wavelet transform in an arm processor;and orthophotoplan segmentation based on region merging for roof detection.
It is essential to find creative solutions to the growing urban problems of traffic congestion and parking issues. By using real-time traffic camera photos with imageprocessing and deep learning algorithms to compute...
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The proceedings contain 35 papers. The topics discussed include: a polynomial phase-shift algorithm for high precision three-dimensional profilometry;high-temperature dual-band thermal imaging by means of high-speed C...
ISBN:
(纸本)9780819494344
The proceedings contain 35 papers. The topics discussed include: a polynomial phase-shift algorithm for high precision three-dimensional profilometry;high-temperature dual-band thermal imaging by means of high-speed CMOS camera system;a state observer for using a slow camera as a sensor for fast control applications;multiple-level patch-based object tracking using MLBP-based integral histogram;periodicity estimation of nearly regular textures based on discrepancy norm;gradient feature matching for in-plane rotation invariant face sketch recognition;an iris segmentation algorithm based on edge orientation for off-angle iris recognition;dense sampling of shape interiors for improved representation;efficient defect detection with sign information of Walsh Hadamard transform;improving the performance of interest point detectors with contrast stretching functions;and object detection using feature-based template matching.
Advances in the design of imageprocessing software and in the development of cameras with on-board processing are changing the face of machinevision. A group of suppliers is now producing vision systems targeted dir...
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Advances in the design of imageprocessing software and in the development of cameras with on-board processing are changing the face of machinevision. A group of suppliers is now producing vision systems targeted directly at end-users in the assembly plant.
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