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43 results for “Multi-view”
Figure 6 from: Ströbel B, Schmelzle S, Blüthgen N, Heethoff M (2018) An automated device for the digitization and 3D modelling of insects, combining extended-depth-of-field and all-side multi-view imaging. ZooKeys 759: 1-27. https://doi.org/10.3897/zookeys.759.24584
Figure 6 Calibration sphere (A) and camera positions estimated in PhotoScan Pro (B).
Multi-Camera and Multi-View Immersive Recording of "Roméo et Juliette" Opera Performance at the Gran Teatre del Liceu (Barcelona)
<p>360º, Multi-Camera and Multi-View Immersive Recording of "Roméo et Juliette" Opera Performance at the Gran Teatre del Liceu (Barcelona) recorded in February 2018.</p> <p>The opera was recorded during the general essay Gounod’s opera with the objective of creating an interactive product that allows the viewer to consume opera in a multiscreen format. The viewer will be able to see a traditional opera video production in a web browser in a main screen (PC or smart TV) while tablet and HMDs (Head Mounted Displays) will be used to choose between the classic television production and alternative views in 360º and 180º. All contents will be synchronized across screens which will mean that one single user or group of users, in a home environment, can watch in parallel the same content from different points of view. Furthermore, opera being one of the most demanding scenarios when it comes to audio quality, more than 80 different audio tracks were recorded, which will now allow the audio production crew to provide detailed sound landscapes given a certain user’s (camera) position, so viewers can have also an independent immersive audio experience depending on the chosen camera and alternate this sound experience with a regular sound experience.</p> <p>This pilot activity is used to test already defined accessibility requirements for subtitling and audio description in immersive environments, and a number of focus groups and validation activities will be run in order to elicit the perception of these new services by different communities being addressed such as persons with disabilities, and those who use subtitles when attending opera performances.</p> <p> </p>
MULTI-TEMPORAL REMOTE SENSING IMAGE CLASSIFICATION - A MULTI-VIEW APPROACH
MULTI-TEMPORAL REMOTE SENSING IMAGE CLASSIFICATION - A MULTI-VIEW APPROACH VARUN CHANDOLA* AND RANGA RAJU VATSAVAI* Abstract. Multispectral remote sensing images have been widely used for automated land use and land cover classification tasks. Often thematic classification is done using single date image, however in many instances a single date image is not informative enough to distinguish between different land cover types. In this paper we show how one can use multiple images, collected at different times of year (for example, during crop growing season), to learn a better classifier. We propose two approaches, an ensemble of classifiers approach and a co-training based approach, and show how both of these methods outperform a straightforward stacked vector approach often used in multi-temporal image classification. Additionally, the co-training based method addresses the challenge of limited labeled training data in supervised classification, as this classification scheme utilizes a large number of unlabeled samples (which comes for free) in conjunction with a small set of labeled training data.
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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.