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http://pkmital.com/home/corpus-based-artistic-stylization/
Abstract We investigate an approach to the artistic stylization of photographic images and videos that uses an understanding of the role of abstract representations in art and perception. We first learn a database of representations from a corpus of images or image sequences.
https://www.academia.edu/2812136/Artistic_Stylization_of_Images_and_Video
Higher level computer vision Direct Anisotropic filtering User subconscious interaction Tutorial Structure Eurographics 2011 • Artistic Stylization of Images and Video • Part I • 8 Semi-automatic painting systems P. Haeberli (SIGGRAPH 90) 1990 1997 1998 2000 2002 2005 2006 2010 Perceptual UI & segmentation D. Decarlo [SIGGRAPH 02 ...
https://research.adobe.com/news/image-stylization-history-and-future/
Jun 29, 2018 · Image stylization is the process of taking an image as input, and producing a stylized version as output. Here’s an example in which a photograph is transformed by the style automatically extracted from a pastel drawing by a professional artist: In this first post, I’ll describe some of the earliest stylization methods.
http://engweb.swan.ac.uk/~cfli/papers_pdf_files/2014_VC_Artistic_preprocessing_for_image_painterly_rendering_and_stylization.pdf
AbstractA practical image enhancing technique is pre- sented as a preprocessing step for painterly rendering and image stylization, which transforms the input image mim- icking the vision of artists. The new method contains mainly two parts dealing with artistic enhancement and color ad- …
https://link.springer.com/article/10.1007/s00371-016-1290-4
Jun 29, 2016 · In this paper, we propose a unified framework for fully automatic face photo stylization based on a single style exemplar. Constrained by the “single-exemplar” condition, where the numbers and varieties of patch samples are limited, we introduce flexibility in sample selection while preserving identity and content of the input photo. Based on the observation that many styles are ...Cited by: 4
https://link.springer.com/10.1007/s00371-013-0881-6
A practical image enhancing technique is presented as a preprocessing step for painterly rendering and image stylization, which transforms the input image mimicking the vision of artists. The new method contains mainly two parts dealing with artistic enhancement and color adjustment, respectively. First, through feature extraction and simplification, an abstract shadow map is constructed for ...
https://tfhub.dev/google/magenta/arbitrary-image-stylization-v1-256/2
Feb 08, 2021 · Explore magenta/arbitrary-image-stylization-v1-256 and other image style transfer models on TensorFlow Hub. menu. search. Send feedback . ... arbitrary neural artistic stylization network. Proceedings of the British Machine Vision Conference (BMVC), 2017.
https://en.wikipedia.org/wiki/Neural_Style_Transfer
NST is an example of image stylization, a problem studied for over two decades within the field of non-photorealistic rendering. The first two example-based style transfer algorithms were image analogies and Image Quilting. Both of these methods were based on patch-based texture synthesis algorithms.
https://deepai.org/publication/photo-stylistic-brush-robust-style-transfer-via-superpixel-based-bipartite-graph
Meanwhile, the image stylization is also explored in the computer graphics community, referred to as non-photorealistic rendering (NPR). It aims to generate non-photorealistic style images, such as watercolor painting [], sketch generation [] and abstract drawing [].By a carefully crafted design, a bunch of stylized elements are extracted to represent the artistic style of an image and further ...
https://github.com/IShengFang/Self-Contained_Stylization
Style transfer has been widely applied to give real-world images a new artistic look. However, given a stylized image, the attempts to use typical style transfer methods for de-stylization or transferring it again into another style usually lead to artifacts or undesired results.
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