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Exploiting Region Of Interest For Improved Video CodingGopalan, Ramya 28 September 2009 (has links)
No description available.
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Système d'identification de personnes basé sur la rétine / Personal identification system based on retinaChihaoui, Takwa 06 December 2018 (has links)
Notre travail s’inscrit dans le cadre de la biométrie par la rétine. La rétine est la couche sensorielle de l’œil, elle présente une texture riche et unique même chez les jumeaux. Ses propriétés ont fait de la biométrie par la rétine un axe de recherche actif. En effet, de nombreuses méthodes ont été proposées pour les différentes étapes de la méthode biométrique allant du prétraitement de l’image rétinienne à son analyse, en passant par sa caractérisation, afin d’identifier et authentifier un individu. Nous nous intéressons dans ces travaux de thèse, à l’étude, la conception, le développement et l’évaluation d’une nouvelle méthode biométrique basée sur la rétine. Notre première contribution réside dans la conception d’une méthode d’analyse d’image rétinienne saine et pathologique, suivie d’une sélection d’une région d’intérêt autour du disque optique. Cette méthode améliore la qualité de l’image rétinienne et extrait une région d’intérêt la plus stable de la rétine afin de maintenir une densité d’information satisfaisante, pour assurer une meilleure qualité de reconnaissance. Notre deuxième contribution porte sur la proposition d’une nouvelle méthode d’extraction de caractéristiques locales basée sur le descripteur standard SIFT. Elle applique une nouvelle approche reposant sur la suppression des points d’intérêt non informatifs extraits par le descripteur standard SIFT. Cette nouvelle méthode d’extraction des caractéristiques locales réduit le nombre des points d’intérêt redondants tout en maintenant la qualité de la description. Nous avons validé, la méthode biométrique proposée sur différentes bases comprenant des images saines et pathologiques. Les résultats obtenus montrent des performances encourageantes. Ces résultats indiquent, que la méthode que nous avons proposée, localise correctement la région d’intérêt rétinienne. En mode identification, un taux d’identification correcte d’environ 99.8% est atteint. En mode vérification, nous avons obtenu un taux FRR de 0.12% quant aux taux FAR et EER (erreur), ils sont de 0%. L’étude comparative a montré que notre méthode est plus discriminative que d’autres méthodes de l’état de l’art, notamment celles basées sur la segmentation et l’extraction de l’arbre vasculaire / Our work is part of the retina biometrics. The retina is the sensory layer of the eye; it has a rich and unique texture even in twins. Its properties have made the retina biometrics an active research area. Indeed, numerous methods have been proposed for the various stages of the biometric method, from pretreatment of the retinal image to its analysis, through its characterization, in order to identify and authenticate an individual. We are interested in this work in these thesis works, the study, design, development and evaluation of a new biometric method based on the retina. This thesis presents our contributions for each stage of the proposed biometric method. Our first contribution lies in the proposition of a healthy and pathological retinal image analysis method, followed by a selection of a region of interest around the optical disc. This method improves the quality of the retinal image and extracts a more stable region of interest from the retina to maintain a satisfactory information density, to ensure a better quality of recognition. Our second contribution consists in proposing a new method for extracting local characteristics based on the standard SIFT descriptor. It applies a new method based on the removal of non-informative points of interest extracted by the standard SIFT descriptor. This new method of extracting local features reduces the number of redundant points of interest while maintaining the quality of the description. We validated, the proposed biometric method on different bases including healthy and pathological images. This biometric method has yielded encouraging results on healthy and pathological retinal images. The results obtained show encouraging performances. These results indicate that the method we have proposed, correctly locates the retinal region of interest. In identification mode, a correct identification rate of approximately 99.8% is reached. In verification mode, we obtained 0.12% as FRR error rate and 0% for the FAR and EER error rates. The comparative study showed that our method is more discriminative than other state-of-the-art methods, especially those based on segmentation and extraction of the vascular tree
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Region of Interest Aware and Impairment Based Image Quality AssessmentChandu, Chiranjeevi January 2016 (has links)
No description available.
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DEVELOPMENT OF AN ROI AWARE FULL-REFERENCE OBJECTIVE PERCEPTUAL QUALITY METRIC ON IMAGES OVER FADING CHANNELGOGINENI, SRI LOHITH January 2016 (has links)
In spite of technological advances in wireless systems, transmitted data suffers from impairments through both lossy source coding and transmission overerror prone channels. Due to these errors, the quality of multimedia content is degraded. The major challenge for service providers in this scenario is to measure the perceptual impact of distortions to provide certain Quality of Experience(QoE) to the end user. The general tendency of the Human Visual System (HVS) suggests that the artifacts in the Region-of-Interest (ROI) are perceived to be more annoying compared to the artifacts in Background (BG). With this assumption, the thesis aims to measure the quality of image over ROI and BG independently. Visual Information Fidelity (VIF), a full-reference image quality assessment is chosen for this purpose. Finally, the metric measured over ROI and BG are pooled to get a ROI aware metric. The ROI aware metric is used to predict the Mean Opinion Score (MOS) of an image. In this study, an ROI aware quality metric is used to measure the quality of a set of distorted images generated using a wireless channel. Eventually, MOS of the distorted images is estimated. Lastly, the predicted MOS is validated with the MOS obtained from subjective tests. Testing the proposed image quality assessment approach shows an improved prediction performance of ROI aware quality metric over traditional image quality metrics. It is also observed that the above approach provides a consistent improvement over a wide variety of distortions. After extensive research, the obtained results suggest that the impairments in the ROI are perceived to be more annoying than that of the BG.
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Spatio-Temporal Pre-Processing Methods for Region-of-Interest Video CodingKarlsson, Linda S. January 2007 (has links)
<p>In video transmission at low bit rates the challenge is to compress the video with a minimal reduction of the percieved quality. The compression can be adapted to knowledge of which regions in the video sequence are of most interest to the viewer. Region of interest (ROI) video coding uses this information to control the allocation of bits to the background and the ROI. The aim is to increase the quality in the ROI at the expense of the quality in the background. In order for this to occur the typical content of an ROI for a particular application is firstly determined and the actual detection is performed based on this information. The allocation of bits can then be controlled based on the result of the detection.</p><p>In this licenciate thesis existing methods to control bit allocation in ROI video coding are investigated. In particular pre-processing methods that are applied independently of the codec or standard. This makes it possible to apply the method directly to the video sequence without modifications to the codec. Three filters are proposed in this thesis based on previous approaches. The spatial filter that only modifies the background within a single frame and the temporal filter that uses information from the previous frame. These two filters are also combined into a spatio-temporal filter. The abilities of these filters to reduce the number of bits necessary to encode the background and to successfully re-allocate these to the ROI are investigated. In addition the computational compexities of the algorithms are analysed.</p><p>The theoretical analysis is verified by quantitative tests. These include measuring the quality using both the PSNR of the ROI and the border of the background, as well as subjective tests with human test subjects and an analysis of motion vector statistics.</p><p>The qualitative analysis shows that the spatio-temporal filter has a better coding efficiency than the other filters and it successfully re-allocates the bits from the foreground to the background. The spatio-temporal filter gives an improvement in average PSNR in the ROI of more than 1.32 dB or a reduction in bitrate of 31 % compared to the encoding of the original sequence. This result is similar to or slightly better than the spatial filter. However, the spatio-temporal filter has a better performance, since its computational complexity is lower than that of the spatial filter.</p>
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A fiducial subject pre-alignment system for the Biomedical Imaging and Therapy beamlines at the Canadian Light SourcePopoola, Aminat Adeola 22 April 2009
Positioning, immobilization, and organ motion are some of the major concerns in all imaging modalities. With synchrotron X-ray imaging, alignment of the region of interest to the beam is usually done inside the experimental hutch. However, because specimen alignment can be time consuming; such a system is wasteful of valuable beam time. For the purposes of the Biomedical Imaging and Therapy (BMIT) beamlines at the Canadian Light Source, we propose an effective and versatile means of positioning a wide range of subjects (human and animal) with a wide range of sizes using a laser-based fiducial system to define the region of interest (ROI) before imaging; i.e., outside the experimental hutch. This system will allow the beam path through a specific region of interest to be modeled outside the imaging hutch in a way that it can be reproduced relative to the fixed X-ray beamline inside the hutch. The model will include an indication of the center of the beam and a rectangular area around the target delineating the limits of the area to be imaged (i.e., encompassing the region of interest). The rectangular field of view would be projected on the incoming (entrance) side of the subject as well as the outgoing (exit) side of the subject, and these projections must be coaxial with each other and parallel with the X-ray beam. This method is user friendly, allows mistake to be corrected before experiment and most importantly saves time.
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A fiducial subject pre-alignment system for the Biomedical Imaging and Therapy beamlines at the Canadian Light SourcePopoola, Aminat Adeola 22 April 2009 (has links)
Positioning, immobilization, and organ motion are some of the major concerns in all imaging modalities. With synchrotron X-ray imaging, alignment of the region of interest to the beam is usually done inside the experimental hutch. However, because specimen alignment can be time consuming; such a system is wasteful of valuable beam time. For the purposes of the Biomedical Imaging and Therapy (BMIT) beamlines at the Canadian Light Source, we propose an effective and versatile means of positioning a wide range of subjects (human and animal) with a wide range of sizes using a laser-based fiducial system to define the region of interest (ROI) before imaging; i.e., outside the experimental hutch. This system will allow the beam path through a specific region of interest to be modeled outside the imaging hutch in a way that it can be reproduced relative to the fixed X-ray beamline inside the hutch. The model will include an indication of the center of the beam and a rectangular area around the target delineating the limits of the area to be imaged (i.e., encompassing the region of interest). The rectangular field of view would be projected on the incoming (entrance) side of the subject as well as the outgoing (exit) side of the subject, and these projections must be coaxial with each other and parallel with the X-ray beam. This method is user friendly, allows mistake to be corrected before experiment and most importantly saves time.
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Quantitative assessment of nuclear bone scans using the “region of interest” technique as applied to the navicular bone and insertion of the deep digital flexor tendon regions in the distal phalanx of the horse / Quantitative Auswertung von Skelettszintigrammen mittels der "Region of interest" Technik an Strahlbein und Insertion der tiefen Beugesehne am Hufbein beim PferdSchwan, Marco-Maximilian 09 June 2005 (has links) (PDF)
Die Grundlage für die Beurteilung von Szintigrammen im Bereich der Gliedmaße stellt der visuelle Vergleich mit der kontralateralen Seite dar. Eine Objektivierung anhand quantitativer Methoden ist daher, insbesondere bei Pferden mit bilateraler Lahmheit, von Bedeutung. Als Maß für den Anreicherungsgrad des Radiopharmakons in einem Areal werden sogenannte Speicherquotienten errechnet. In der Literatur finden sich für Speicherungen im Bereich des Strahlbeins nur wenig vergleichbare Werte, da die Auswahl der für die Bildung von Speicherquotienten nötigen Referenzareale nicht einheitlich erfolgt. Über die Auswertung im Bereich der Insertion der tiefen Beugesehne am Hufbein existieren kaum Angaben. Das Ziel der vorliegenden Arbeit ist es, Speicherquotienten für Anreicherungen im Bereich des Strahlbeins und der Insertion der tiefen Beugesehne am Hufbein zu ermitteln. Von Interesse ist vor allem die Beurteilung der Diskriminanz zwischen Patienten- und Kontrollgruppe in Abhängigkeit unterschiedlich gewählter Referenzareale. Weiterhin stellt sich die Frage, inwieweit Assoziationen zwischen Speicherquotienten und Lahmheitsgrad bzw. röntgenologischen Veränderungen bestehen. / The use of bone scan images of the distal equine limb allows for the comparison of differences of radiopharmaceutical uptake between the contralateral limbs for diagnostic purposes. This type of quantitation is particularly valuable in horses which demonstrate bilateral lameness. In order to quantitate and compare the density of radiopharmaceutical in each of the limbs, one can compare the uptake from the so-called region of interest to that of a region of reference in the same leg. This method overcomes problems incurred in using values obtained from the literature because it is difficult to compare ratios of uptake when the choice of the reference areas are not the same. In addition, comparable values which are available are not well standardized. Specifically, the area of insertion of the deep digital flexor tendon (DDFT) to the coffin bone is hardly ever discussed. The primary objective of this study was to assess the ratios for increased uptake in the navicular bone and the area of insertion of the deep digital flexor tendon to the coffin bone. Of particular interest was the ability to discriminate between the diseased group and the control group which depended significantly on the reference points used. An additional question was whether or not any associations existed between ratios of uptake, degree of lameness or presence of radiolographic changes.
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Adaptive Multiscale Methods for Sparse Image Representation and Dictionary LearningBudinich, Renato 23 November 2018 (has links)
No description available.
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Real-Time Tessellation A Region of Interest Based Technique Suited for Game Applications / Realtids tesselering, en regionsbaserad teknik för spelLiljekvist, Pontus Holmertz, Zsigmond, Andreas January 2013 (has links)
While the games industry grows, the need for visually appealing graphics increase. This drives the demand for new hardware and the development of new techniques forward. With the latest generation of 3D graphic APIs the new rendering pipeline technique tessellation was announced. With each generation of games getting more advanced, the demand for highly detailed models increase. This leads to a higher workload for the GPU. The purpose of this thesis is to research the fi eld of tessellation and develop a prototype to optimize the tessellation pipeline. The prototype is designed to help reduce the number of generated triangles by dividing the mesh into regions, each region with its own tessellation factor. The prototype implementation supports both manual and automatic generation of these regions. A new fi le format was developed to support the region data. The implementation was split into three parts; one Python based Maya plug-in used for preparing the model for exporting, one exporter for Maya that generated the output fi le, and one viewer application capable of rendering the resulting mesh. The geometry output of the proposed technique was evaluated by comparing it to uniformly tessellated reference mesh geometry. Measurements show that the proposed technique is capable of reducing the face count with minor or maintained correlation to the reference geometry. / Medans spelindustrin växer ökar behovet av visuellt tilltalande grafik. Detta driver utvecklingen av hårdvara och nya tekniker framåt. Med den senaste generationens 3D grafik API kom renderingssteget tesselering. Eftersom varje generation av spel blir mer avancerat ökar efterfrågan på detaljerade modeller. Detta leder till en högre arbetsbörda för GPUn. Syftet med denna avhandling är att undersöka tesselering och utveckla en prototyp för att optimera tesseleringspipelinen. Prototypen är utformad för att hjälpa till att minska antalet genererade trianglar genom att dela upp figuren i regioner, varje region med egen tesseleringsfaktor. Prototypen stödjer både manuell och automatisk generering av dessa regioner, ett nytt filformat utvecklades för att stödja dessa. Prototypen delades upp i tre delar, ett Python baserat Maya plug-in som används för att förbereda modellen för export, en Maya exportör som genererar filerna, och ett visningsprogram som kan rendera den färdiga figuren. Figuren från den föreslagna tekniken utvärderades genom att jämföra den med motsvarande figur med universal tesseleringsfaktor. Mätningar visar att den föreslagna tekniken klarar att reducera antalet trianglar med låg felmarginal.
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