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TagLab
TagLab is an interactive open source software system for facilitating the precise annotation of benthic species in orthophoto of the bottom of the sea. TagLab can automatically extract statistical informations about the evolution of monitored species and it segments large images using CNN-based algorithms. TagLab used also for the monitoring of the health of coral reefs, in order to quantify over large orthophotos of the seabed the extent of coral bleaching events. Notable users of TagLab are MOTE Marine Laboratory, the Hawaiʻi Institute of Marine Biology, National Oceanic and Atmospheric Administration, and Scripps Institution of Oceanography. TagLab is listed as one of the main tools for the standard operating procedures for the use of large-area imaging in tropical shallow water coral reef monitoring, research, and restoration. TagLab has won the 2023 VRVis The VRVis Zentrum für Virtual Reality und Visualisierung (VRVis) is the largest independent research cente ...
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ISTI
The "Alessandro Faedo" Istituto di Scienza e Tecnologie dell'Informazione (''Institute of Information Science and Technologies'') is an institute of the Italian National Research Council (CNR). The institute is located in the CNR research area in the Ghezzano Province of Pisa about 5 km from San Giuliano Terme. The institute was founded in 2002 as a merge of two previous CNR institutes: Istituto CNUCE and Istituto di Elaborazione dell’Informazione (IEI). The institute is named in honor of Alessandro Faedo, former President of CNR and former rector of the University of Pisa, for his important contributions to the development of Computer Science in Italy. The mission of the institute is ''producing scientific excellence and playing an active role in technology transfer'' in the field of Computer Science. In 2022 the research staff of the institute counts more than 120 researchers and a total staff (including PhD students and fellows) of around 230. Since 1 April 2019 the ISTI ...
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Convolutional Neural Network
In deep learning, a convolutional neural network (CNN, or ConvNet) is a class of artificial neural network (ANN), most commonly applied to analyze visual imagery. CNNs are also known as Shift Invariant or Space Invariant Artificial Neural Networks (SIANN), based on the shared-weight architecture of the convolution kernels or filters that slide along input features and provide translation-equivariant responses known as feature maps. Counter-intuitively, most convolutional neural networks are not invariant to translation, due to the downsampling operation they apply to the input. They have applications in image and video recognition, recommender systems, image classification, image segmentation, medical image analysis, natural language processing, brain–computer interfaces, and financial time series. CNNs are regularized versions of multilayer perceptrons. Multilayer perceptrons usually mean fully connected networks, that is, each neuron in one layer is connected to all neuro ...
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VRVis
The VRVis Zentrum für Virtual Reality und Visualisierung (VRVis) is the largest independent research center in the area of Visual Computing in Austria, and one of the largest in Europe. It is one of currently 22 centrally funded COMET – Competence Centers for Excellent Technologies of Austria.COMET - Competence Centres for Excellent Technologies, ERAWATCH/European Commission, erawatch.jrc.ec.europa.eu' The VRVis Center is located in Ares Tower in Vienna. History The VRVis Center for Virtual Reality and Visualization was founded in January 2000, and funded by the Austrian Kplus Competence Center program. The main initiator of the organization was Werner Purgathofer from TU Wien, with 3 other Austrian institutes as co-investigators. In 2010 and 2017 VRVis received new funding from the Austrian COMET program. VRVis was located in the science and technology park Tech Gate Vienna since 2001, in 2017 it moved to Ares Tower in Vienna. Organization and business VRVis funct ...
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Elsevier Science
Elsevier () is a Dutch academic publishing company specializing in scientific, technical, and medical content. Its products include journals such as ''The Lancet'', ''Cell'', the ScienceDirect collection of electronic journals, '' Trends'', the '' Current Opinion'' series, the online citation database Scopus, the SciVal tool for measuring research performance, the ClinicalKey search engine for clinicians, and the ClinicalPath evidence-based cancer care service. Elsevier's products and services also include digital tools for data management, instruction, research analytics and assessment. Elsevier is part of the RELX Group (known until 2015 as Reed Elsevier), a publicly traded company. According to RELX reports, in 2021 Elsevier published more than 600,000 articles annually in over 2,700 journals; as of 2018 its archives contained over 17 million documents and 40,000 e-books, with over one billion annual downloads. Researchers have criticized Elsevier for its high profit margin ...
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Scripps Institution Of Oceanography
The Scripps Institution of Oceanography (sometimes referred to as SIO, Scripps Oceanography, or Scripps) in San Diego, California, US founded in 1903, is one of the oldest and largest centers for oceanography, ocean and Earth science research, public service, undergraduate and graduate training in the world. Hundreds of ocean and Earth scientists conduct research with the aid of oceanographic research vessels and shorebased laboratories. Its Old Scripps Building is a U.S. National Historic Landmark. SIO is a division of the University of California San Diego (UCSD). The public explorations center of the institution is the Birch Aquarium at Scripps. Since becoming part of the University of California in 1912, the institution has expanded its scope to include studies of the physics, chemistry, geology, biology, and climate of Earth. Margaret Leinen took office as Vice Chancellor for Marine Sciences, Director of Scripps Institution of Oceanography, and Dean of the Graduate Scho ...
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National Oceanic And Atmospheric Administration
The National Oceanic and Atmospheric Administration (abbreviated as NOAA ) is an United States scientific and regulatory agency within the United States Department of Commerce that forecasts weather, monitors oceanic and atmospheric conditions, charts the seas, conducts deep sea exploration, and manages fishing and protection of marine mammals and endangered species in the U.S. exclusive economic zone. Purpose and function NOAA's specific roles include: * ''Supplying Environmental Information Products''. NOAA supplies to its customers and partners information pertaining to the state of the oceans and the atmosphere, such as weather warnings and forecasts via the National Weather Service. NOAA's information services extend as well to climate, ecosystems, and commerce. * ''Providing Environmental Stewardship Services''. NOAA is a steward of U.S. coastal and marine environments. In coordination with federal, state, local, tribal and international authorities, NOAA manages the ...
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Hawaiʻi Institute Of Marine Biology
The Hawaii Institute of Marine Biology (HIMB) is a marine biology laboratory located on the state-owned Coconut Island in Kāneohe Bay. History The institute was established in 1912. It began as a wooden structure on the shores of Waikiki and originally functioned in conjunction with the Waikiki Aquarium until 1919 when both operations became part of the University of Hawai‘i. In 1947 a group of wealthy oil tycoons, including Edwin W. Pauley, bought Coconut Island. Pauley donated a part of the island to the university for use as a marine laboratory for the study of the marine sciences. In 1993, the Pauley family donated the remaining private part of Coconut Island for the construction of a world-class marine laboratory. In 2008, the institute was seeking 57 million dollars through state-issued bonds for the construction of a marine research facility. The site is on the southeast side of the island. This is part of the master plan approved by the University of Hawaii's Board o ...
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Mote Marine Laboratory
Mote Marine Laboratory is an independent, nonprofit, marine research organization based on City Island in Sarasota, Florida, with additional campuses in eastern Sarasota County, Boca Grande, Florida, and the Florida Keys. Founded in 1955 by Eugenie Clark in Placida, Florida, it was known as the Cape Haze Marine Laboratory until 1967. The laboratory aims to advance marine science and education, supporting conservation and sustainable use of marine resources. A public aquarium and associated education program interpret its research for the public. History The laboratory, founded by Eugenie Clark in 1955 in Placida, Florida, was known as Cape Haze Marine Laboratory until its 1967 renaming in honor of major benefactors of the laboratory William R. Mote, his wife Lenore, and his sister, Betty Mote Rose. Early research was focused on sharks and other fishes. Since 1960, it has been based in Sarasota, Florida, and has been located on City Island since 1978. The laboratory celebrated i ...
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Coral Bleaching
Coral bleaching is the process when corals become white due to various stressors, such as changes in temperature, light, or nutrients. Bleaching occurs when coral polyps expel the zooxanthellae (dinoflagellates that are commonly referred to as algae) that live inside their tissue, causing the coral to turn white. The zooxanthellae are photosynthetic, and as the water temperature rises, they begin to produce reactive oxygen species. This is toxic to the coral, so the coral expels the zooxanthellae. Since the zooxanthellae produce the majority of coral colouration, the coral tissue becomes transparent, revealing the coral skeleton made of calcium carbonate. Most bleached corals appear bright white, but some are blue, yellow, or pink due to pigment proteins in the coral. The leading cause of coral bleaching is rising ocean temperature due to climate change. A temperature about 1 °C (or 2 °F) above average can cause bleaching. According to the United Nations Environment Pr ...
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Image Segmentation
In digital image processing and computer vision, image segmentation is the process of partitioning a digital image into multiple image segments, also known as image regions or image objects ( sets of pixels). The goal of segmentation is to simplify and/or change the representation of an image into something that is more meaningful and easier to analyze. Linda G. Shapiro and George C. Stockman (2001): “Computer Vision”, pp 279–325, New Jersey, Prentice-Hall, Image segmentation is typically used to locate objects and boundaries (lines, curves, etc.) in images. More precisely, image segmentation is the process of assigning a label to every pixel in an image such that pixels with the same label share certain characteristics. The result of image segmentation is a set of segments that collectively cover the entire image, or a set of contours extracted from the image (see edge detection). Each of the pixels in a region are similar with respect to some characteristic or computed ...
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Consiglio Nazionale Delle Ricerche
The National Research Council (Italian: ''Consiglio Nazionale delle Ricerche, CNR'') is the largest research council in Italy. As a public organisation, its remit is to support scientific and technological research. Its headquarters are in Rome. History The institution was founded in 1923. The first president was Vito Volterra, succeeded by Guglielmo Marconi. The process of improvement of the national scientific research, through the use of specific laws, (see Law 59/1997), affects many research organisations, and amongst them is CNR, whose "primary function is to carry on, through its own organs, advanced basic and applied research, both to develop and maintain its own scientific competitiveness, and to be ready to take part effectively in a timely manner in the strategic fields defined by the national planning system". On 23 December 1987, CNR registered the first Italian internet domain: cnr.it Reorganisation With the issuing of the legislative decree of 30 January 1999, n. ...
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Orthophoto
An orthophoto, orthophotograph, orthoimage or orthoimagery is an aerial photograph or satellite imagery geometrically corrected ("orthorectified") such that the scale is uniform: the photo or image follows a given map projection. Unlike an uncorrected aerial photograph, an orthophoto can be used to measure true distances, because it is an accurate representation of the Earth's surface, having been adjusted for topographic relief, lens distortion, and camera tilt. Orthophotographs are commonly used in geographic information systems (GIS) as a "map accurate" background image. An orthorectified image differs from "rubber sheeted" rectifications as the latter may accurately locate a number of points on each image but "stretch" the area between so scale may not be uniform across the image. A digital elevation model (DEM) is required to create an accurate orthophoto as distortions in the image due to the varying distance between the camera/sensor and different points on the g ...
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