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.
Persian n...
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Drowning Detection by Image Processing
In this research, I design an algorithm for image processing of a swimmer in pool. This algorithm diagnostics the swimmer status. Every time graph sho...
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نام و نام خانوادگی
سید احمدرضا رضیان
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ahmadrezarazian@gmail.com
درجات علمی
کارشناسی : ریاضی کاربردی – دانشگاه اصفهان (معدل 14...
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Tianchi-The Purchase and Redemption Forecasts 2015
Special Prize – Tianchi Golden Competition (2015) “The Purchase and Redemption Forecasts” in Big data (Alibaba Group) Among 4868 teams.
Introd...
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Nokte – نکته
نرم افزار کاربردی نکته نسخه 1.0.8 (رایگان)
نرم افزار نکته جهت یادداشت برداری سریع در میزکار ویندوز با قابلیت ذخیره سازی خودکار با پنل ساده و کم ح...
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Tianchi-Brick and Mortar Store Recommendation with Budget Constraints
Ranked 5th – Tianchi Competition (2016) “Brick and Mortar Store Recommendation with Budget Constraints” (IJCAI Socinf 2016-New York,USA)(Alibaba Group...
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1st National Conference on Computer Games-Challenges and Opportunities 2016
According to the public relations and information center of the presidency vice presidency for science and technology affairs, the University of Isfah...
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Optimizing raytracing algorithm using CUDA
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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ببین و بپر
به زودی....
لینک صفحه : http://bebinbepar.ir
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Environmental Education Software
In this game , Kids learn that They must respect to Nature and the Environment.
This game was created in 3d .
600x420 (0x0)
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SVM Review
On this review, i compare 4 papers about 4 famous models by SVM.
These models are :
Maximum Likelihood Classification (ML)
Backpropagatio...
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Watching Jumping
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