Menghan Xia's repositories
DisentangledColorization
A colorization framework that disentangles the color multimodality and the structural consistency via adaptively located anchors, so that both aspects can be achieved effectively. [SIGGRAPH Asia 2022]
ColorConsistency
Improving color consistency across multiple images via global optimization on the color remapping curves. [ICCVW 2017 & ISPRS Journal 2019]
AutoStitching
Automatic topology constructing and global stitching optimization for large-scale unordered UAV aerial images. [Pattern Recognition 2017]
InvertibleGrayscale
An invertible generative model that converts color images into grayscale variant such that the original color is still restorable. [SIGGRAPH Asia 2018]
ReversibleHalftoning
The first approach to utilize CNN for image dithering, which is actually non-trivial. This formulation enables us to equip it with extra features, e.g. reversibility. [ICCV 2021]
InverseHalftoning
An inverse halftoning model, which is applied to recover the 8-bit grayscale image from 1-bit error diffused halftones. [ACCV 2018]
APDrawingGAN
Code for APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs (CVPR 2019 Oral)
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
menghanxia.github.io
MyHomepage
Digital-Halftoning
The repository contains MATLAB and Python code for the digital halftoning techniques
flops-counter.pytorch
Flops counter for convolutional networks in pytorch framework
LightFieldAngularSR
Fast Light Field Reconstruction With Deep Coarse-To-Fine Modeling of Spatial-Angular Clues
MenghanXia
Config files for my GitHub profile.
nerfplusplus
improves over nerf
pytorch-colors
Small utility for color space conversions of PyTorch Tensors and Variables