“Life is difficult. Not just for me or other ALS patients. Life is difficult for everyone. Finding ways to make life meaningful and purposeful and rewarding, doing the activities that you love and spending time with the people that you love – I think that’s the meaning of this human e...
We ensured the quality (e.g., resolution, frame size) of our training datasets, and performed a quality evaluation during training (see below), in addition to data-validation by comparison with manual analyses. Images showing different neuronal shapes/forms in different brightness intensities were ...
3.1 Input differences with images In terms of numerical inputs, sensitive features, such as gender, age, or race, are generally represented as discrete values or as a binary variable f0; 1g. Because it is possible to modify these sensitive features, fairness-aware methods such as data ...
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The two-stage model works by super-resoluting the synthesised images from stage I. Many applications work with single-stage GAN network, but still it lacks minute information which are essential parts of a synthesised image. The model works with residual blocks. The Super Resolution GAN37 has ...
Parsing very high resolution (VHR) urban scene images into regions with semantic meaning, e.g. buildings and cars, is a fundamental task in urban scene understanding. However, due to the huge quantity of details contained in an image and the large variations of objects in scale and appearance...
With or without modification, many algorithms for merging multi-focus images can also be employed for other image fusion tasks such as visible-infrared image fusion and multi-modal medical image fusion (and vice versa). From this point of view, the meaning of studying multi-focus image fusion ...
Haystack supports multiple installation methods including Docker images. For a comprehensive guide please refer to the documentation. Documentation If you're new to the project, check out "What is Haystack?" then go through the "Get Started Guide" and build your first LLM application in a matter...
As a fundamental and critical task in various visual applications, image matching can identify then correspond the same or similar structure/content from two or more images. Over the past decades, growing amount and diversity of methods have been proposed for image matching, particularly with the ...
Following the emphasis on media-specific analysis, nine points can be made about the specificities of electronic hypertext: they are dynamic images; they include both analogue resemblance and digital coding; they are generated through fragmentation and recombination; they have depth and operate in ...