Basil C Sunny's scientific contributions

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Publication (1)

Map-Reduce based framework for instrument detection in large-scale surgical videos
Conference Paper
  • Nov 2015
Modern digital world produces massive amount of data generally refereed as Big Data, which play important roles in dictating the quality of our lives. Relationships among such data have high value, but extremely complex task to establish. Medical Field is one of the major big data sources which produces big volume of data. Modern surgical tools hav...
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Citations

... After that, they apply principal component analysis (PCA) on Landsat-7 satellite images to process all spectral bands. Sunny et al. (2015) propose a surgical video analysis system that uses Hadoop to describe the surgical instruments used in very large resolution surgical surgery videos. After converting the video frames to HIB format, surgical instruments were recognized utilizing scale-invariant feature transform (SIFT), speeded up robust features (SURF) and Haralick tissue descriptors. ...
Reference: A MapReduce-based distributed and scalable framework for stitching of satellite mosaic images
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