Example-based image colorization via automatic feature selection and fusion

نویسندگان
چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Automatic Image Colorization Via Multimodal Predictions

We aim to color greyscale images automatically, without any manual intervention. The color proposition could then be interactively corrected by user-provided color landmarks if necessary. Automatic colorization is nontrivial since there is usually no one-to-one correspondence between color and local texture. The contribution of our framework is that we deal directly with multimodality and estim...

متن کامل

Feature Selection in Example-Based Image Retrieval Systems

The objective of Content Based Image Retrieval (CBIR) systems is to retrieve images from large datasets based on queries regarding their contents. This paper discusses the problem of selecting features for handling generic queries in Example-Based Image Retrieval, where the queries are given in the form of positive and negative examples. No assumptions are made regarding the nature of images or...

متن کامل

Epitome for Automatic Image Colorization

Image colorization adds color to grayscale images. It not only increases the visual appeal of grayscale images, but also enriches the information contained in scientific images that lack color information. Most existing methods of colorization require laborious user interaction for scribbles or image segmentation. To eliminate the need for human labor, we develop an automatic image colorization...

متن کامل

Feature Based Image Fusion

The paper proposes a method for fusion of registered multi focus images using various characteristic properties of the images as attributes for fusion. Experiment is conducted on a large set of images and the results of image fusion using different image attributes are analyzed using quality assessment algorithms to estimate how well information contained in the source images are represented in...

متن کامل

A learning-based approach for automatic image and video colorization

In this paper, we present a color transfer algorithm to colorize a broad range of gray images without any user intervention. The algorithm uses a machine learning-based approach to automatically colorize grayscale images. The algorithm uses the superpixel representation of the reference color images to learn the relationship between different image features and their corresponding color values....

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Neurocomputing

سال: 2017

ISSN: 0925-2312

DOI: 10.1016/j.neucom.2017.05.083