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Computer vision system marries image recognition and generation techxplore.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from techxplore.com Daily Mail and Mail on Sunday newspapers.
Deep learning (DL) based image processing methods have been successfully applied to low-dose x-ray images based on the assumption that the feature distribution of the training data is consistent with that of the test data. However, low-dose computed tomography (LDCT) images from different commercial scanners may contain different amounts and types of image noise, violating this assumption. Moreover, in the application of DL based image processing methods to LDCT, the feature distributions of LDCT images from simulation and clinical CT examination can be quite different. Therefore, the network models trained with simulated image data or LDCT images from one specific scanner may not work well for another CT scanner and image processing task. To solve such domain adaptation problem, in this study, a novel generative adversarial network (GAN) with noise encoding transfer learning (NETL), or GAN-NETL, is proposed to generate a paired dataset with a different noise style. Specifically, we pr ....
IIT Jodhpur has started a new online MTech programme in Augmented Reality (AR) and Virtual Reality (VR) in collaboration with iHub Drishti Foundation. ....
JODHPUR : The Indian Institute of Technology Jodhpur, in collaboration with iHub Drishti Foundation, the Technology Innovation Hub (TIH) at IIT Jodhpur, is starting a new part-time online MTech program with campus immersions for working professionals ....
A Cartel of Influential Datasets Are Dominating Machine Learning Research, New Study Suggests unite.ai - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from unite.ai Daily Mail and Mail on Sunday newspapers.