Automatic Colorization Automatic Colorization of Grayscale Images
Automatic Colorization Automatic Colorization of Grayscale Images
Colorization of grayscale images is a simple task for the human imagination.
Researchers from the Toyota Technological Institute at Chicago and University of Chicago developed a fully automatic image colorization system using deep learning and GPUs. Their paper mentions previous approaches required some level of user input.
Using a TITAN X GPU, they trained their deep neural network to predict hue and chroma distributions for each pixel given its hypercolumn descriptor. The predicted distributions then determine color assignment at test time.
Fully automatic colorization results – left is the input, middle is the result using the researcher’s method and right is the ground-truth.
With multiple applications that can benefit from automatic colorization (such as historical photographs and videos, artist assistance), the research strives to make colorization cost-effective and less-time consuming.
Historical black and white images that are hard to differentiate from real color images.
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Sayed Ahmadreza Razian
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Shangul Mangul HabeAngur
Shangul Mangul HabeAngur (City of Goats) is a game for child (4-8 years). they learn how be useful in the city and respect to people.
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نام و نام خانوادگی
سید احمدرضا رضیان
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درجات علمی...
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Abstract
Now, there are many codes to generate images using raytracing algorithm, which can run on CPU or GPU in single or multi-thread methods. In t...
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2nd Symposium on psychological disorders in children and adolescents 2016
2nd Symposium on psychological disorders in children and adolescents 2016
Faculty of Nursing and Midwifery – University of Isfahan – 2 Aug 2016 - Ass...
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My City
This game is a city simulation in 3d view.
Gamer must progress the city and create building for people.
This game is simular the Simcity.
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