Stylized multiresolution image representation

M Grundland, C Gibbs… - Journal of Electronic …, 2008 - spiedigitallibrary.org
… We integrate stylized rendering with an efficient multiresolution image representation,
enabling a user to control how compression affects the aesthetic appearance of an image. We …

Learning stochastic object models from medical imaging measurements by use of advanced ambient generative adversarial networks

W Zhou, S Bhadra, FJ Brooks, H Li… - Journal of Medical …, 2022 - spiedigitallibrary.org
… to demonstrate the methods under less stylized conditions. … In this work, modern multiresolution
training approaches, such … images that represent samples from the distribution of training …

Survey of methods and evaluation of retinex-inspired image enhancers

G Simone, M Lecca, G Gianini… - Journal of Electronic …, 2022 - spiedigitallibrary.org
… to the elaboration (including a multiscale dimension in the processing): … The stylized character
of the paths makes the computation … In the following, we consider the most representative

Medical image reconstruction using compressible latent space invertible networks

VA Kelkar, S Bhadra… - Medical Imaging 2021 …, 2021 - spiedigitallibrary.org
… reconstructing images from stylized MRI … representation for in-distribution images along with
being a generative prior. A similar effect of a multiscale architecture on image representation

Low-light image enhancement via multistage feature fusion network

M Tan, J Fan, G Fan, M Gan - Journal of Electronic Imaging, 2022 - spiedigitallibrary.org
… color distortion and stylization of images due to excessive … Multiscale Retinex 3 extended
the SSR using a multiscale … att i I represent the original image and attention image stage I …

SGTL-SUIE: semantic attention-guided transfer learning method for stylization underwater image enhancement

DH Li, ZZ Wang, X Li, X Yu, Q Gao… - Journal of Electronic …, 2024 - spiedigitallibrary.org
… for stylization underwater image enhancement (SGTL-SUIE). This method enables the
generation of multiple stylized and enhanced images from a single distorted underwater image. …

BcsUST: universal style transformation network for balanced content styles

M Zhao, XZ Qian, W Song - Journal of Electronic Imaging, 2023 - spiedigitallibrary.org
… The multi-resolution style features F s ≔ E s ( I s ) are passed … in the stylized image (eg,
row 3, the representation of ink … style images, corresponding to 50 stylized images applied to …

Deep water contour detection in the visible spectrum

AR Alsamman, S Ratul… - Journal of Applied Remote …, 2024 - spiedigitallibrary.org
… The channels represent the data depth, which starts as 3 for RGB input images and then …
a popular UNet-styled semantic segmentation model that uses multiscale atrous features on …

Single-image translation based on improved spatial attention and hybrid convolution

P Zhou, Z Yang, L Yan, G Geng… - Journal of Electronic …, 2024 - spiedigitallibrary.org
… a multiscale pyramid structure and utilizes the generator to perform image transformation after
downsampling the input image. … to represent the position of the small block in the image. In …

Weather removal with a lightweight quaternion Chebyshev neural network

V Frants, S Agaian - … Image Exploitation and Learning 2023, 2023 - spiedigitallibrary.org
… for image processing is to generate an output image that is semantically similar but may differ
in some way, such as being a reconstruction or stylized … spectral image representations for …