Multiscale Astronomical Image Processing Based on Nonlinear Partial Differential Equations

Astronomical applications of recent advances in the field of nonastronomical image processing are presented. These innovative methods, applied to multiscale astronomical images, increase signal-to-noise ratio, do not smear point sources or extended diffuse structures, and are thus a highly useful preliminary step for detection of different features including point sources, smoothing of clumpy data, and removal of contaminants from background maps. We show how the new methods, combined with other algorithms of image processing, unveil fine diffuse structures while at the same time enhance detection of localized objects, thus facilitating interactive morphology studies and paving the way for the automated recognition and classification of different features. We have also developed a new application framework for astronomical image processing that implements some recent advances made in computer vision and modern image processing, along with original algorithms based on nonlinear partial differential equations. The framework enables the user to easily set up and customize an image-processing pipeline interactively; it has various common and new visualization features and provides access to many astronomy data archives. Altogether, the results presented here demonstrate the first implementation of a novel synergistic approach based on integration of image processing, image visualization, and image quality assessment

Writing Web 2.0 Applications for Science Archives

Writing these sorts of science archive web applications is now possible because of some significant breakthroughs in web technology over the last four years. The Web browser is no longer a glorified batch processing terminal, but an interactive environment that allows the user to have a similar experience as one might expect with an installed desktop application. Taking advantage of this technology requires a significant amount of UI design and advanced interactions with the web server. There are new levels of sophistication required to effectively develop this sort of web application. The IRSA group (NASA/IPAC Infrared Science Archive) is developing web-based software that equally takes advantage of modern technology and is designed to be reused easily. This way we can add new missions and data sets without a large programming effort while keeping the advanced interface. We can now provide true web-based FITS viewing, data overlays, and interaction without any plugins. Our tabular display allows us to filter, sort, and interact with large amounts data in ways that take advantage of the browser's power. This talk will show how we can us AJAX technology, the Google Web Toolkit (GWT), and Java to develop a data archive that is both well designed and creates a truly interactive experience

High-Dimensional Data Reduction, Image Inpainting and their Astronomical Applications

Technological advances are revolutionizing multispectral astrophysics as well as the detection and study of transient sources. This new era of multitemporal and multispectral data sets demands new ways of data representation, processing and management thus making data dimension reduction instrumental in efficient data organization, retrieval, analysis and information visualization. Other astrophysical applications of data dimension reduction which require new paradigms of data analysis include knowledge discovery, cluster analysis, feature extraction and object classification, de-correlating data elements, discovering meaningful patterns and finding essential representation of correlated variables that form a manifold (e.g. the manifold of galaxies), tagging astronomical images, multiscale analysis synchronized across all available wavelengths, denoising, etc. The second part of this paper is dedicated to a new, active area of image processing: image inpainting that consists of automated methods for filling in missing or damaged regions in images. Inpainting has multiple astronomical applications including restoring images corrupted by instrument artifacts, removing undesirable objects like bright stars and their halos, sky estimating, and pre-processing for the Fourier or wavelet transforms. Applications of high-dimensional data reduction and mitigation of instrument artifacts are demonstrated on images taken by the Spitzer Space Telescope

Next Generation Search Interfaces

Astronomers are constantly looking for easier ways to access multiple data sets. While much effort is spent on VO, little thought is given to the types of User Interfaces we need to effectively search this sort of data. For instance, an astronomer might need to search Spitzer, WISE, and 2MASS catalogs and images then see the results presented together in one UI. Moving seamlessly between data sets is key to presenting integrated results. Results need to be viewed using first class, web based, integrated FITS viewers, XY Plots, and advanced table display tools. These components should be able to handle very large datasets. To make a powerful Web based UI that can manage and present multiple searches to the user requires taking advantage of many HTML5 features. AJAX is used to start searches and present results. Push notifications (Server Sent Events) monitor background jobs. Canvas is required for advanced result displays. Lesser known CSS3 technologies makes it all flow seamlessly together. At IPAC, we have been developing our Firefly toolkit for several years. We are now using it to solve this multiple data set, multiple queries, and integrated presentation problem to create a powerful research experience. Firefly was created in IRSA, the NASA/IPAC Infrared Science Archive (http://irsa.ipac.caltech.edu). Firefly is the core for applications serving many project archives, including Spitzer, Planck, WISE, PTF, LSST and others. It is also used in IRSA's new Finder Chart and catalog and image displays

Software Architecture of the Spitzer Space Telescope Uplink/Archive

The Spitzer Science Center (SSC) provides a set of science user tools to support planning and archive access via the Internet. We will present the software architecture and design principles that underlie the Uplink/Archive subsystem of the SSC. Included in the discussion will be a review of the original Uplink architecture as presented in P1-59 ADASS 1999 and the evolutionary changes for the current deployment. The Archive subsystem is based on the same set of core components used in the Uplink subsystem but is based on Web services technology to allow open access to the Archive. Web services technology provides a basis for searching the archive and retrieving data products

Analisa Aspek Keuangan Pada Perencanaan Klaster Bangunan Rumah Tinggal Dengan Konsep Efisiensi Energi

Saat ini bisnis properti di Indonesia berkembang sangat pesat, khususnya bidang Perumahan. Tetapi pembangunan rumah tinggal yang dilakukan banyak investor kerap kali berorientasi pada keuntungan yang maksimum tanpa memperhatikan dampak terhadap lingkungan dalam jangka panjang. Maka, diperlukan pembangunan klaster Perumahan dengan konsep efisiensi energi. Pembangunan harus disertai dengan analisis keuangan yang matang agar proyek dapat dibangun dan memiliki nilai tambah bagi pengembang. Desain rumah pada klaster ini terlebih dahulu dianalisis dengan 4 aspek yaitu perhitungan Overall Thermal Transfer Value, pencahayaan buatan, sistem pengkondisian udara, dan adanya sumber energi yang terbarukan.Desain rumah kemudian diperhitungkan rencana anggaran biayanya dan disimulasikan dilakukan dengan membuat sebuah cashflow dan dianalisis dengan NPV.Hasil analisa menunjukkan investasi yang dilakukan adalah menguntungkan untuk dilaksanakan jika disimulasikan selama 4 tahun. Keuntungan yang diperoleh pada bulan Januari 2016 adalah sebesar Rp11.278.849.952,99

Image Processing Application for Cognition: IPAC Architecture and Implementation in Java

An application framework for advanced image processing and visualization is presented. It provides common two-dimensional operators and implements recent developments in the field of image processing as well as original algorithms based on nonlinear partial differential equations (PDEs). It is platform independent and has the capability of extensibility. This objective is achieved by exploiting the object-oriented paradigm. A graphical user interface (GUI) provides processing, analysis and visualization in a highly integrated, easy to use environment. Applications of the developed system to images obtained by the Spitzer Space Telescope are demonstrated

Human Dermal Microvascular Endothelial Cells Produce Matrix Metalloproteinases in Response to Angiogenic Factors and Migration

Matrix metalloproteinases (MMPs) are a family of inducible enzymes that degrade extracellular matrix components, allowing cells to traverse connective tissue structures efficiently. Specific tissue inhibitors (TIMPs) function as physiologic inhibitors of MMP activity. Because neovascularization may require various proteinases, we characterized the profile of metalloenzyme production by microvascular endothelial cells (MEC) and the modulation of expression by phorbol esters (PMA) and by the physiologically relevant cytokines tumor necrosis factor-α (TNF-α), basic fibroblast growth factor, and interferon-γ. MMP expression by MEC and large-vessel human umbilical vein endothelial cells (HUVEC) was determined by enzyme-linked immunosorbent assay, immunoprecipitation, Northern hybridization, and transfection assays. Constitutive expression of MMPs by endothelial cells was low. PMA stimulated the production of collagenase, stromelysin, 92-kDa gelatinase, and TIMP-1 in both endothelial cell types. TIMP-2 was constitutively expressed by MEC and HUVEC, but was down-regulated by PMA. TNF-α induced an endothelial-cell-specific up-regulation of collagenase with a concomitant inhibition of PMA-induced TIMP-1 up-regulation, a response that is distinct from that of fibroblasts. Interferon-γ up-regulated TIMP-1 production by MEC and blocked PMA and TNT-induced up-regulation of collagenase. Northern hybridization assays showed pretranslational control of PMA-, basic fibroblast growth factor-, and TNF-α–induced MM.P expression. Collagenase-promoter CAT constructs containing 2.28 kb of the 5' region of the collagenase gene demonstrated transcriptional regulation. The potential physiologic relevance of such regulation was shown in an in vitro migration assay. MEC were stimulated to migrate by wounding and exposure to TNF-α. Collagenase mRNA was prominently expressed by the migrating cells, as shown by in situ hybridization. In sum, MEC have a unique profile of MMP expression and regulation compared with other cell types, which may be important for wound healing and angiogenesis, particularly during the early phase of migration

Using Firefly Tools to Enhance Archive Web Pages

Astronomy web developers are looking for fast and powerful HTML 5/AJAX tools to enhance their web archives. We are exploring ways to make this easier for the developer. How could you have a full FITS visualizer or a Web 2.0 table that supports paging, sorting, and filtering in your web page in 10 minutes? Can it be done without even installing any software or maintaining a server? Firefly is a powerful, configurable system for building web-based user interfaces to access astronomy science archives. It has been in production for the past three years. Recently, we have made some of the advanced components available through very simple JavaScript calls. This allows a web developer, without any significant knowledge of Firefly, to have FITS visualizers, advanced table display, and spectrum plots on their web pages with minimal learning curve. Because we use cross-site JSONP, installing a server is not necessary. Web sites that use these tools can be created in minutes. Firefly was created in IRSA, the NASA/IPAC Infrared Science Archive (http://irsa.ipac.caltech.edu). We are using Firefly to serve many projects including Spitzer, Planck, WISE, PTF, LSST and others