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.
-
- Ranked 5th – Competition 2016 : Brick and Mortar Store Recommendation with Budget Constraints
-
- Special Prize – Competition 2015 : The Purchase and Redemption Forecasts
-
- Design an algorithm to improve edges and image enhancement for under-sea color images in Persian Gulf
-
- Survey Mothers of children 9 to 14 in Isfahan on a computer game with content concepts of citizenship
-
- An overview of the designing new engines to create video games
-
- Investigate new real-time shading techniques in virtual reality and video games
-
- Real Time Quality Control of National Monitoring and Forecasting Network
-
- Developing an image processing filter and verifying it using images taken by an AUV in a towing tank
-
- 2nd International Confrence on knowledge-based Research in Computer Engineering and IT-Optimizing raytracing algorithm using CUDA
Popular Pages
-
Resume
Full name
Sayed Ahmadreza Razian
Nationality
Iran
Age
36 (Sep 1982)
Website
ahmadrezarazian.ir
Email
...
-
معرفی
نام و نام خانوادگی
سید احمدرضا رضیان
محل اقامت
ایران - اصفهان
سن
33 (متولد 1361)
پست الکترونیکی
ahmadrezarazian@gmail.com
درجات علمی...
-
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...
-
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...
-
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...
-
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...
-
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...
-
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...
-
3rd International Conference on The Persian Gulf Oceanography 2016
Persian Gulf and Hormuz strait is one of important world geographical areas because of large oil mines and oil transportation,so it has strategic and...
-
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...
-
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.
-
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...
Popular posts
- Deep Learning for Computer Vision with MATLAB and cuDNN Deep learning is becoming ubiquitous. With recent advancements in deep learning algorithms and GPU technology...
- AMD Ryzen Downcore Control AMD Ryzen 7 processors comes with a nice feature: the downcore control. This feature allows to enable / disabl...
- کودا – CUDA کودا به انگلیسی (CUDA) که مخفف عبارت انگلیسی Compute Unified Device Architecture است یک سکوی پردازش موازی و مد...
- Head-mounted Displays (HMD) Head-mounted displays or HMDs are probably the most instantly recognizable objects associated with virtual rea...
- Using Machine Learning to Optimize Warehouse Operations With thousands of orders placed every hour and each order assigned to a pick list, Europe’s leading online fas...
- Unity – What’s new in Unity 5.3.4 The Unity 5.3.4 public release brings you a few improvements and a large number of fixes. Read the release not...
- Unity – What’s new in Unity 5.3.3 The Unity 5.3.3 public release brings you a few improvements and a large number of fixes. Read the release not...
- Automatic Colorization Automatic Colorization of Grayscale Images Researchers from the Toyota Technological Institute at Chicago and University of Chicago developed a fully aut...
- Real-Time Pedestrian Detection using Cascades of Deep Neural Networks Google Research presents a new real-time approach to object detection that exploits the efficiency o...
- IBM Watson Chief Technology Officer Rob High to Speak at GPU Technology Conference Highlighting the key role GPUs will play in creating systems that understand data in human-like ways, Rob High...
- Diagnosing Cancer with Deep Learning and GPUs Using GPU-accelerated deep learning, researchers at The Chinese University of Hong Kong pushed the boundaries...
- About CUDA – More Than A Programming Model The CUDA compute platform extends from the 1000s of general purpose compute processors featured in our GPU's c...
- NVIDIA TITAN Xp vs TITAN X NVIDIA has more or less silently launched a new high end graphics card around 10 days ago. Here are some pictu...
- ASUS GeForce GTX 1080 TURBO Review This GTX 1080 TURBO is the simplest GTX 1080 I tested. By simplest, I mean the graphics card comes with a simp...
Interested
- Multi-GPU DirectX 12 shootouts show AMD with performance lead over NvidiaOne of the most exciting parts of Microsoft's DirectX 12 …
- New App Automatically Identifies Your Best PhotosFinding all the best pictures on your phone just became …
- Windows 10 coming to Xbox One in November with new UIMicrosoft announced at Gamescom today that the Xbox One’s …
- World’s First Real-Time 3D Oil Painting SimulatorThe painting and drawing tools most people use are 2D, …
- Latest GeForce Experience Beta Brings 4K GameStream, 1080p BroadcastingGet the best experience on the latest games. Play 4K …
- Albert Einstein-02Imagination is more important than knowledge. Albert Einstein
- Witcher 3 wins Game of the Year at 16th annual Game Developers Choice AwardsThe Witcher 3: Wild Hunt, the open-world fantasy role-playing game …
- eSports Experiencing Unprecedented GrowthMarch does not just belong to basketball anymore. While much …
- NVIDIA R364.47 WHQL Graphics Drivers with Vulkan SupportNVIDIA has published a new set of Windows certified graphics …
- Next PlayStation 4 update will let you play your games on Windows PCs and MacsSony said in November that Remote Play support was coming …
Tags in blog
AI
AMD
Artificial intelligence
Computer vision
Conference
CUDA
cuDNN
Deep Learning
DirectX 12
E3
ESA
Facebook
Game
Game Engine
GDC
GeForce
GLSL
Google
GPU
greatest hits
Image Processing
Image Recognition
Learning
Life Sciences
Machine learning
Medic
Medical and LifeSciences
Medical Sciences
Microsoft
Mobile
Neural Network
Nvidia
Oculus Rift
OpenGL
Paulo Coelho
Programming
Review
Robot
Robotics
Tesla
Unreal Engine
Video Processing
virtual reality
Windows 10
Xbox One
My Scientific expertise
- Image processing
- Machine vision
- Machine learning
- Pattern recognition
- Data mining - Big Data
- CUDA Programming
- Game and Virtual reality
Coming Soon....Site by images
Leave a Reply