Texture analysis has been used extensively in the computer-assisted interpretation of SAR sea ice imagery. Provision of maps which distinguish relevant ice types is significant for monitoring global warming and ship navigation. Due to the abundance of SAR imagery available, there exists a need to develop an automated approach for SAR sea ice interpretation. Grey level co-occurrence probability (<i>GLCP</i>) texture features are very popular for SAR sea ice classification. Although these features are used extensively in the literature, they have a tendency to erode and misclassify texture boundaries. Proposed is an advancement to the <i>GLCP</i> method which will preserve texture boundaries during image segmentation. This method exploits the relationship a pixel has with its closest neighbors and weights the texture measurement accordingly. These texture features are referred to as <i>WGLCP</i> (weighted <i>GLCP</i>) texture features. In this research, the <i>WGLCP</i> and <i>GLCP</i> feature sets are compared in terms of boundary preservation, unsupervised segmentation ability, robustness to increasing boundary density and computation time. The <i>WGLCP</i> method outperforms the <i>GLCP</i> method in all aspects except for computation time, where it suffers. From the comparative analysis, an inconsistency with the <i>GLCP</i> correlation statistic was observed, which motivated an investigative study into using this statistic for image segmentation. As the overall goal of the thesis is to improve SAR sea ice segmentation accuracy, the concepts developed from the study are applied to the image segmentation problem. The results indicate that for images with high contrast boundaries, the <i>GLCP</i> correlation statistical feature decreases segmentation accuracy. When comparing <i>WGLCP</i> and <i>GLCP</i> features for segmentation, the <i>WGLCP</i> features provide higher segmentation accuracy.

Texture analysis has been used extensively in the computer-assisted interpretation of SAR sea ice imagery. Provision of maps which distinguish relevant ice types is significant for monitoring global warming and ship navigation. Due to the abundance of SAR imagery available, there exists a need to develop an automated approach for SAR sea ice interpretation. Grey level co-occurrence probability (<i>GLCP</i>) texture features are very popular for SAR sea ice classification. Although these features are used extensively in the literature, they have a tendency to erode and misclassify texture boundaries. Proposed is an advancement to the <i>GLCP</i> method which will preserve texture boundaries during image segmentation. This method exploits the relationship a pixel has with its closest neighbors and weights the texture measurement accordingly. These texture features are referred to as <i>WGLCP</i> (weighted <i>GLCP</i>) texture features. In this research, the <i>WGLCP</i> and <i>GLCP</i> feature sets are compared in terms of boundary preservation, unsupervised segmentation ability, robustness to increasing boundary density and computation time. The <i>WGLCP</i> method outperforms the <i>GLCP</i> method in all aspects except for computation time, where it suffers. From the comparative analysis, an inconsistency with the <i>GLCP</i> correlation statistic was observed, which motivated an investigative study into using this statistic for image segmentation. As the overall goal of the thesis is to improve SAR sea ice segmentation accuracy, the concepts developed from the study are applied to the image segmentation problem. The results indicate that for images with high contrast boundaries, the <i>GLCP</i> correlation statistical feature decreases segmentation accuracy. When comparing <i>WGLCP</i> and <i>GLCP</i> features for segmentation, the <i>WGLCP</i> features provide higher segmentation accuracy.

Abstract The interpretation and identification of information from the side-scan sonar imagery are mainly depended on visual observation and personal experiences. Recent studies tended to increase the identification efficiency by using numerical analysis methods. This can reduce the error that cause by the differences of observer¡¦s experience as well as by extended time observation. The position around the center line of the slant range corrected side-scan sonar imagery might result in the degradation of the ability of numerical methods to successfully detect artificial objects. Theoretically, this problem could be solved by using a specific characteristic function to identify the existence of concrete reefs, and then filtering the noise of the central line area with a threshold value. This study was intended to develop fully automatic sonar imagery processing system for the identification of cubic concrete and cross-type protective artificial reefs in Taiwan offshore area. The procedures of the automatic sonar imagery processing system are as follows: (1) Image Acquisition¡G500kHz with slant range of 75m. (2) Feature Extraction¡Ggrey level co-occurrence matrix (i.e., Entropy, Homogeneity and Mean) (3) Classification¡Gunsupervised Bayesian classifier. (4) Object Identification¡Gby characteristic feature (i.e., Entropy). (5) Object¡¦s Status Analysis¡Gobject¡¦s circumference¡Barea¡Bcenter of mass and quantity. This study used the sonar images collected at Chey-Ding artificial reef site in Kaohsiung City as a case study, aiming to verify the automatic sonar imagery processing system and find out the optimum window size. The image characteristic functions include one set of first order parameter (i.e., mean) and two sets of second order parameter (i.e., entropy and homogeneity). Eight(8) sonar images with 1-8 sets of cubic concrete and cross-type protective artificial reefs where used in this step. The identification efficiency of the system, in terms of the produce¡¦s accuracy, is 79.41%. The results illustrated that there were 16~28 sets of artificial reefs being detected in this case which is comparable with the actual amount of 17 sets. Based on this investigation, the optimum window size was concluded to be 12¡Ñ12 pixels with sliding size of 4 pixel. Imagery collected at Fang-Liau artificial reef site of Pingtung County was tested. For the purpose of applicability, the original imagery (2048¡Ñ2800 pixels) was divided into 8 consecutive smaller sized imagery frames(2048¡Ñ350 pixels). The influence of using a two-fold classification procedure and a central filtering method to reduce the noise that caused by slant range correction were discussed. The results showed that central line filtering method is applicable. The results of object¡¦s status analysis showed that there are 156-236 sets of reefs existed. Automatic determination of the target using the characteristic function of entropy is feasible. If the value is larger than 1.45, it represents positive identification of concrete artificial reefs. It can be classified as muddy sand seabed type if the value is smaller than 1.35. If the value is between 1.35~1.45, it illustrates the existence of a transition zone where objects of smaller in dimensions might exist. To achieve the purpose of automatic operation, firstly, we have to identify the existence of the concrete reefs by using the specific characteristic function. Based on the result of existing concrete reefs, suture line filtering method will hence be used to filter the noise from the image information. For that all of the procedures are automatically operated without human intervention. Key word: side-scan sonar ; characteristic function ; gray level co-occurrence matrix ; Bayesian classification ;entropy ; homogeneity ; mean

The normal procedure for the detection of underwater stationary targets is mainly by the application of side-scan sonar. In addition, the identification of targets within the side-scan sonar imagery is primarily based on the visual observation of the operator. Due to its complexity and poor effectiveness, the visual observation procedure was gradually been substituted by numerical analysis procedures and programs. The purpose of the current investigation was dedicated to the development of an automatic image analysis program for the detection and identification of cubic concrete artificial reefs (2 m x 2 m x 2m) in the south-western coastal area off Taiwan. The major components and methodologies of the program include: (1)Image acquisition; side-scan sonar at 500 kHz and slant range at 75 m. (2)Feature extraction; grey level co-occurrence matrix. (3)Feature Classification; unsupervised Bayesian classifier. (4)Target identification; cluster analysis. (5)Target properties analysis, includes circumference, area, central coordinates and quantity of the targets. Program verification and optimal parameters determination were conducted with a sonograph (650 ¡Ñ 650 pixels) acquired at the Chey-Ding artificial reef site off Kaohsiung County. Feature functions employed in this program include entropy, homogeneity, and mean value. The identification accuracy can reach 93% at the most. In addition, the number of artificial reefs estimated by the program was within 9 to 20, while the actual number is 15. A realistic evaluation of this program was conducted with a sonograph (2048 ¡Ñ 6050 pixels) acquired at Fang-Liau artificial reef site off Pyngdong County. In addition to the cubic reefs, the targets at this site include cross-shaped artificial reefs with dimensions less than the cubic reefs. The sonograph was divided into smaller blocks with dimensions of 2048 x 550 pixels during evaluation. The results showed that each block can be evaluated based on the value of the seed point obtained by cluster analysis. The seed point which fells between 20.6 and 24.4 indicates that there are cubic reefs existed. Between 15.3 and 17.4 indicates that there are targets with smaller dimensions (i.e., crossed reefs) existed which can not be identified properly. Between 10.1 and 10.9, there is no target existed on the seafloor. The results indicated that the number of targets identified is between 122 and 240. According to the results of this investigation, the automatic image analysis program can improve the detection and identification of stationary targets within side-scan sonar imagery.

Confocal microendoscopy is a promising new diagnostic imaging technique that is minimally invasive and provides in-vivo cellular-level images of tissue. In this study, we developed various image analysis techniques for ovarian cancer detection using the confocal microendoscope system. Firstly, we developed a technique for automatic classification of images based on focus, to prune out the out-of-focus images from the ovarian dataset. Secondly, we modified the texture analysis technique developed earlier to improve the stability of the textural features. The modified technique gives stable features and more consistent performance for ovarian cancer detection. Although confocal microendoscopy provides cellular-level resolution, it is limited by a small field of view. We present a fast technique for stitching the individual frames of the tissue to form a large mosaic. Such a mosaic will aid the physician in diagnosis, and also makes quantitative and statistical analysis possible on a larger field of view.

The intellectual impulsiveness of man to understand the unknown and the continual need of the society to improve healthcare have encouraged extensive investigation on numerous and diverse cause-and-effect relationships. The nature of this endeavor, however, renders the inability of investigator at all levels to escape beyond the narrow conceptual boundary described by an early French philosopher as the vicious cycle. To enjoy the theoretically plausible benefits of refined labor division, data-driven healthcare management, and real-time evidence-based practices, it must first be acknowledged that co-occurrence is better than cause-and-effect in explaining how an observation takes place at a particular time. This paper details a co-occurrence framework, and discusses its implications for the global healthcare system.

O consumo de qualquer parte do organismo de um fungo denomina-se fungivoria e são raros os estudos que abordam a temática da interação trófica entre suas estruturas reprodutivas (basidiomas) e os insetos. Mesmo que seja um hábito alimentar freqüente entre os coleópteros, com muitas famílias obrigatoriamente fungívoras, pouco se conhece sobre a estruturação dessa assembléia. Entretanto, sabese que existem preferências por determinadas espécies de fungos, tanto para a postura dos ovos quanto para o próprio consumo. Algumas questões que este estudo aborda referem-se à riqueza e à especificidade dos besouros fungívoros. Adicionalmente investigarei a influência da taxonomia dos fungos, bem como da consistência e do sistema hifal dos basidiomas para o processo de seleção que as espécies de besouros realizam. Também foi verificado se a posição taxonômica dos besouros está relacionada com o grupo de fungos que estes utilizam ou com a consistência dos seus basidiomas. Foram realizadas oito coletas em um ambiente de Floresta Ombrófila Mista no Estado do Rio Grande do Sul, obtendo-se 376 indivíduos das Ordens Polyporales e Hymenochaetales. Estes espécimes foram mantidos individualizados em laboratório por três meses para a constante retirada dos besouros adultos e então dissecados. Todos os fungos que apresentaram besouros fungívoros associados (N = 207) foram identificados e totalizaram 40 espécies. Os coleópteros totalizaram 447 ocorrências e foram classificados em 90 morfoespécies e 20 famílias, sendo Ciidae e Staphylinidae as mais representadas. Os basidiomas foram classificados quanto às suas classes de consistência seguindo um gradiente de durabilidade e rigidez. A riqueza de besouros variou conforme a espécie do hospedeiro e não foram encontrados fatores que influenciam a variação de riqueza de besouros em fungos. A especificidade dos besouros não apresentou relação com a longevidade dos basidiomas. Também se verificou que a posição taxonômica dos fungos, bem como a consistência dos basidiomas, interferem na escolha do hospedeiro pelos besouros. Além disso, se observou que besouros mais relacionados filogeneticamente não utilizam uma assembléia de fungos mais semelhante nem basidiomas com consistências semelhantes. Isso demonstra que a habilidade em consumir as mesmas espécies não está tão relacionada com a filogenia dos besouros como ocorre com os herbívoros. / Fungivory is the consumption of any part of the fungi organism and just a few studies were done about the trophic interactions of its reproductive structures, so called basidiomes, and insects. Even though this is a disseminated habit among Coleoptera, which has many obligated fungivores families, little is known about its community organization. However, there have been works about feeding preferences and oviposing sites of some fungi species. Some of the questions of this study refer to richness and specificity of fungivores beetles on their host. It was also investigated the influence of fungi taxonomy, basidiomes consistency and hyphal system for the selection process of the beetle species, as well as the importance of the taxonomic position of the beetles regarding the host group they use and the basidiome´s consistency. The basidiomes of Polyporales and Hymenochaetales Orders were collected in an Araucaria angustifolia forest of Rio Grande do Sul State. It was obtained 376 fungal individuals, which were kept in the laboratory, individually separated in containers for three months, while the newly emerged beetles were captured, and the fungi were dissected afterwards. All individuals of fungi that had associations (207) were identified (40 species). It was found 447 occurcences of Coleoptera, which were classified in 90 morphospecies belonging to 20 families, with Ciidae and Staphylinidae being the most abundant. The basidiomes where classified by its consistency, following a longevity and hardness gradient. Beetle richness varied among fungal species and no factors that might influence the richness variation in fungi was found. Its specificity did not seem to be related to the longevity of the basidiomes. It was also verified that the fungus taxonomy as well as the consistency of its basidiomes demonstrated some importance for the process of host selection. Regarding the Coleoptera taxonomy, it was not verified that the more phylogenetic related ones use a more similar group of hosts or basidiomes that have similar consistency. This demonstrates that the ability to feed on the same species is not so related to the phylogeny of fungivore beetles as it occurs with herbivores.

Wildlife in urban settings are a management challenge because wildlife populations and their habitats are often fragmented and degraded, but natural resource managers need information concerning their spatial distribution, spatial turnover, and spatial co-occurrence while accounting for imperfect detection. Based in the Chicago Metropolitan Area during 2009-2012, my study modeled 23 species across 5 wildlife taxa concerning patterns of site occupancy, spatial turnover (i.e., colonization and extinction), and/or spatial co-occurrence at 1-2 spatial scales. In detail, I investigated: (1) detection probabilities, site occupancy, and spatial turnover as affected by habitat and anthropogenic influences at 2 spatial scales for 6 species of songbirds: field sparrows (Spizella pusilla), great crested flycatchers (Myiarchus crinitus), willow flycatchers (Empidonax traillii), bobolinks (Dolichonyx oryzivorus), marsh wrens (Cistothorus palustris), and rose-breasted grosbeaks (Pheucticus ludovicianus); (2) detection probabilities, site occupancy, and spatial turnover as affected by habitat and anthropogenic influences at 2 spatial scales for 3 species of reptiles and 4 species of amphibians: common garter snakes (Thamnophis sirtalis), painted turtles (Chrysemys picta), snapping turtles (Chelydra serpentina), blue-spotted salamanders (Ambystoma laterale), tiger salamanders (Ambystoma tigrinum), green frogs (Rana clamitans), and northern leopard frogs (Rana pipiens); (3) habitat use and landscape site occupancy and spatial turnover as affected by habitat and anthropogenic influences for 4 species of mesocarnivores: coyotes (Canis latrans), raccoons (Procyon lotor), striped skunks (Mephitis mephitis), and Virginia opossums (Didelphis virginiana); and (4) detection probabilities and spatial distributions as affected by local habitat, an interacting species (dominant or subordinate), or both for 6 species of small mammals: short-tailed shrews (Blarina brevicauda), meadow voles (Microtus pennsylvanicus), white-footed mice (Peromyscus leucopus), gray squirrels (Sciurus carolinensis), masked shrews (Sorex cinereus), and eastern chipmunks (Tamias striatus). I elucidate how managers can improve or design their survey techniques that will aid their inference of the distribution of wildlife in the Midwest. This work also provides suburban natural resource managers in the Chicago Metropolitan Area with information concerning land management and land acquisition guidelines to best conserve, attract, or deter the aforementioned wildlife on their properties.

O consumo de qualquer parte do organismo de um fungo denomina-se fungivoria e são raros os estudos que abordam a temática da interação trófica entre suas estruturas reprodutivas (basidiomas) e os insetos. Mesmo que seja um hábito alimentar freqüente entre os coleópteros, com muitas famílias obrigatoriamente fungívoras, pouco se conhece sobre a estruturação dessa assembléia. Entretanto, sabese que existem preferências por determinadas espécies de fungos, tanto para a postura dos ovos quanto para o próprio consumo. Algumas questões que este estudo aborda referem-se à riqueza e à especificidade dos besouros fungívoros. Adicionalmente investigarei a influência da taxonomia dos fungos, bem como da consistência e do sistema hifal dos basidiomas para o processo de seleção que as espécies de besouros realizam. Também foi verificado se a posição taxonômica dos besouros está relacionada com o grupo de fungos que estes utilizam ou com a consistência dos seus basidiomas. Foram realizadas oito coletas em um ambiente de Floresta Ombrófila Mista no Estado do Rio Grande do Sul, obtendo-se 376 indivíduos das Ordens Polyporales e Hymenochaetales. Estes espécimes foram mantidos individualizados em laboratório por três meses para a constante retirada dos besouros adultos e então dissecados. Todos os fungos que apresentaram besouros fungívoros associados (N = 207) foram identificados e totalizaram 40 espécies. Os coleópteros totalizaram 447 ocorrências e foram classificados em 90 morfoespécies e 20 famílias, sendo Ciidae e Staphylinidae as mais representadas. Os basidiomas foram classificados quanto às suas classes de consistência seguindo um gradiente de durabilidade e rigidez. A riqueza de besouros variou conforme a espécie do hospedeiro e não foram encontrados fatores que influenciam a variação de riqueza de besouros em fungos. A especificidade dos besouros não apresentou relação com a longevidade dos basidiomas. Também se verificou que a posição taxonômica dos fungos, bem como a consistência dos basidiomas, interferem na escolha do hospedeiro pelos besouros. Além disso, se observou que besouros mais relacionados filogeneticamente não utilizam uma assembléia de fungos mais semelhante nem basidiomas com consistências semelhantes. Isso demonstra que a habilidade em consumir as mesmas espécies não está tão relacionada com a filogenia dos besouros como ocorre com os herbívoros. / Fungivory is the consumption of any part of the fungi organism and just a few studies were done about the trophic interactions of its reproductive structures, so called basidiomes, and insects. Even though this is a disseminated habit among Coleoptera, which has many obligated fungivores families, little is known about its community organization. However, there have been works about feeding preferences and oviposing sites of some fungi species. Some of the questions of this study refer to richness and specificity of fungivores beetles on their host. It was also investigated the influence of fungi taxonomy, basidiomes consistency and hyphal system for the selection process of the beetle species, as well as the importance of the taxonomic position of the beetles regarding the host group they use and the basidiome´s consistency. The basidiomes of Polyporales and Hymenochaetales Orders were collected in an Araucaria angustifolia forest of Rio Grande do Sul State. It was obtained 376 fungal individuals, which were kept in the laboratory, individually separated in containers for three months, while the newly emerged beetles were captured, and the fungi were dissected afterwards. All individuals of fungi that had associations (207) were identified (40 species). It was found 447 occurcences of Coleoptera, which were classified in 90 morphospecies belonging to 20 families, with Ciidae and Staphylinidae being the most abundant. The basidiomes where classified by its consistency, following a longevity and hardness gradient. Beetle richness varied among fungal species and no factors that might influence the richness variation in fungi was found. Its specificity did not seem to be related to the longevity of the basidiomes. It was also verified that the fungus taxonomy as well as the consistency of its basidiomes demonstrated some importance for the process of host selection. Regarding the Coleoptera taxonomy, it was not verified that the more phylogenetic related ones use a more similar group of hosts or basidiomes that have similar consistency. This demonstrates that the ability to feed on the same species is not so related to the phylogeny of fungivore beetles as it occurs with herbivores.

Sense relations, traditionally regarded as primarily paradigmatic, have been shown to carry syntagmatic implications. The present thesis explores intrasentential synonym co-occurrence in order to identify characteristic patterns of such co-occurrence and to explain it with reference to the functions it performs in discourse. The theoretical part provides an overview of both general treatments of synonymy and the studies that deal with co-occurring synonyms. The analysis itself is based on two hundred and thirty sentences retrieved from the British national corpus that contain pairs of co-occurring adjectival synonyms such as confident-sure, faithful-loyal or brave-courageous. The findings suggest that adjectival synonyms co-occurring in the same sentence are typically coordinated (60% of analysed sentences) in order to signal semantic inclusiveness (e.g. a covetous and grasping man). Minor patterns of synonym co-occurrence, which accounted for 2% of the analysed sentences, include the scalar pattern (e.g. smooth, nearly urbane) and the negated pattern (e.g. cruel, not savage). The remaining sentences featured synonyms which did not form distinct patterns and were, accordingly, classified as instances of variation as their co-occurrence is likely to have been influenced by a desire to avoid...