computational-photography

There are 39 repositories under computational-photography topic.

yuanming-hu / exposure
Learning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.
deep-learning reinforcement-learning generative-adversarial-network computational-photography image-processing gan
Language:Python 760
HuiZeng / Image-Adaptive-3DLUT
Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time
3d-luts color-enhancement color-manipulation computational-photography image-enhancement image-processing photo-retouching
Language:Python 742
texturize
texturedesign / texturize
🤖🖌️ Generate photo-realistic textures based on source images or (soon) PBR materials. Remix, remake, mashup! Useful if you want to create variations on a theme or elaborate on an existing texture.
command-line-tool computational-photography deep-learning generative-model image-generation image-manipulation image-processing pbr-materials python3 texture-generation texture-synthesis
Language:Python 689
PhotonCamera
eszdman / PhotonCamera
Android Camera that uses Enhanced image processing
android-camera android camera2-api computational-photography computer-vision image-processing photography gpu-acceleration
Language:Java 685
HiDT
advimman / HiDT
Official repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)
computational-photography deep-learning gan generative-adversarial-network high-resolution image-editing image-generation image-processing image-to-image-translation style-transfer unsupervised-learning
Language:Jupyter Notebook 646
Deep_White_Balance
mahmoudnafifi / Deep_White_Balance
Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.
multitask-learning white-balance color-correction color-constancy auto-white-balance image-manipulation color-manipulation image-enhancement color-enhancement color-processing deeplearning autoencoder auto-encoder cvpr2020 cvpr-2020 cvpr20 computational-photography deep-white-balance whitebalance
Language:Python 498
Exposure_Correction
mahmoudnafifi / Exposure_Correction
Project page of the paper "Learning Multi-Scale Photo Exposure Correction" (CVPR 2021).
deep-learning deeplearning multi-scale coarse-to-fine exposure-correction overexposure-correction underexposure-correction computational-photography low-light-enhance low-light-image dataset datasets image-enhancement color-correction cvpr2021 cvpr
Language:MATLAB 496
WB_sRGB
mahmoudnafifi / WB_sRGB
White balance camera-rendered sRGB images (CVPR 2019) [Matlab & Python]
white-balance color-correction cvpr2019 color-histogram dataset image-processing whitebalance computer-vision datasets image-enhancement color-enhancement computational-photography color-constancy color color-processing wb-srgb
Language:MATLAB 310
mv-lab / AISP
AI Image SIgnal Processing and Computational Photography - Bokeh Rendering , Reversed ISP Challenge, Model-Based Image Signal Processors via Learnable Dictionaries. Official repo for NTIRE and AIM Challenges
computational-photography computer-vision deep-learning image-processing inverse-problems isp low-level-vision eccv2022 cvpr2022 aim mobile-ai ntire raw-image reversed-isp deblurring denoising image-enhancement image-restoration
Language:Jupyter Notebook 298
sjmoran / DeepLPF
Code for CVPR 2020 paper "Deep Local Parametric Filters for Image Enhancement"
adobe-upe computational-photography computer-vision cvpr cvpr2020 deep-learning paper raw2rgb rgb
Language:Python 233
sjmoran / CURL
Code for the ICPR 2020 paper: "CURL: Neural Curve Layers for Image Enhancement"
computer-vision raw2rgb computational-photography photoshop cvpr image image-enhancement image-processing icpr2020 eccv accv neural-curve-layers rgb-images adobe-upe-dataset rgb-pairs paper
Language:Jupyter Notebook 202
elliottwu / DeepHDR
This is the implementation for Deep High Dynamic Range Imaging with Large Foreground Motions (ECCV'18)
high-dynamic-range computational-photography eccv-2018
Language:Python 181
Abdullah-Abuolaim / defocus-deblurring-dual-pixel
Reference github repository for the paper "Defocus Deblurring Using Dual-Pixel Data". We introduce a deep neural network (DNN) architecture that uses the dual-pixel (DP) sub-aperture views to reduce defocus blur.
autofocus computational-photography computer-vision dataset datasets deep-learning deep-neural-networks deeplearning defocus-blur defocus-deblurring depth-of-field dual-pixel
Language:Python 163
wasidennis / DeepHarmonization
Demo code of the paper: "Deep Image Harmonization", Y.-H. Tsai, X. Shen, Z. Lin, K. Sunkavalli, X. Lu and M.-H. Yang, CVPR 2017
computer-vision computational-photography image-editing deep-learning encoder-decoder
Language:Python 150
Tengfei-Wang / DCSR
[ICCV 2021 (Oral Presentation)] Dual-Camera Super-Resolution with Aligned Attention Modules (RefSR)
super-resolution refsr computer-vision deep-learning dual-cameras pytorch computational-photography
Language:Python 136
cgtuebingen / learning-blind-motion-deblurring
Multiframe Image Deconvolution (ICCV17)
iccv17 computational-photography tensorflow
Language:Python 105
Jamy-L / Handheld-Multi-Frame-Super-Resolution
Handheld Multi-image Super-resolution [Wronski et al., SIGGRAPH19]. Non-official GPU-supported Python implementation.
computational-photography super-resolution demosaicking image-processing raw-images
Language:Python 100
C5
mahmoudnafifi / C5
Reference code for the paper "Cross-Camera Convolutional Color Constancy" (ICCV 2021)
white-balance whitebalance colorconstancy color-constancy cross-camera deep-learning hypernetworks machine-learning computational-photography illuminant-estimation color-correction iccv2021 pytorch
Language:Python 96
visionxiang / awesome-computational-photography
A curated list of awesome resources for topics related to computational photography via deep learning, which mainly focuses on image alignment and stitching.
computational-photography image-alignment image-matching image-registration image-stitching
95
Rachine / ExposureFusion
Exposure Fusion Technique
computational-photography exposure-fusion laplacian-pyramid multi-exposure-sequence photos
Language:Python 81
CIE_XYZ_NET
mahmoudnafifi / CIE_XYZ_NET
PyTorch & Matlab code for the paper: CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks (TPAMI 2021).
computational-photography computer-vision deep-learning deep-neural-networks deeplearning image-processing image-restoration low-level-vision dataset datasets cie-xyz color-processing camera-pipeline cie-xyz-net unprocessing-images srgb2xyz-dataset
Language:MATLAB 76
cuiziteng / Aleth-NeRF
[AAAI 2024] Aleth-NeRF: Illumination Adaptive NeRF with Concealing Field Assumption (Low-light enhance / Exposure correction + NeRF)
aaai2024 computational-photography exposure-correction low-light-image-enhancement low-light-vision nerf
Language:Python 63
light-field-renderer
linusmossberg / light-field-renderer
Interactive light field renderer using dynamically reparameterized light fields.
autofocus computational-photography light-field lightfield rendering tnm089 view-synthesis
Language:C++ 60
yzhq97 / distortion-free-wide-angle.pytorch
Corrects perspective aberrations in wide-angle portraits. Implementation of the paper "Distortion-Free Wide-Angle Portraits on Camera Phones". Course project for 15-663 Computational Photography.
computational-photography image-processing distortion-correction wide-angle
Language:Python 53
srijanparmeshwar / monodepth360
Master's project implementing depth estimation for spherical images using unsupervised learning with CNNs.
depth neural-network cnn 360 computer-vision computational-photography 3d vr
Language:Python 47
Abdullah-Abuolaim / recurrent-defocus-deblurring-synth-dual-pixel
Reference github repository for the paper "Learning to Reduce Defocus Blur by Realistically Modeling Dual-Pixel Data". We propose a procedure to generate realistic DP data synthetically. Our synthesis approach mimics the optical image formation found on DP sensors and can be applied to virtual scenes rendered with standard computer software. Leveraging these realistic synthetic DP images, we introduce a new recurrent convolutional network (RCN) architecture that can improve defocus deblurring results and is suitable for use with single-frame and multi-frame data captured by DP sensors.
defocus-blur defocus-deblurring dual-pixel depth-of-field autofocus deep-neural-networks recurrent-neural-networks deeplearning dataset synthetic-data synthetic-dataset-generation computational-photography deep-learning datasets computer-vision
Language:Python 44
Abdullah-Abuolaim / multi-task-defocus-deblurring-dual-pixel-nimat
Reference github repository for the paper "Improving Single-Image Defocus Deblurring: How Dual-Pixel Images Help Through Multi-Task Learning". We propose a single-image deblurring network that incorporates the two sub-aperture views into a multitask framework. Specifically, we show that jointly learning to predict the two DP views from a single blurry input image improves the network’s ability to learn to deblur the image. Our experiments show this multi-task strategy achieves +1dB PSNR improvement over state-of-the-art defocus deblurring methods. In addition, our multi-task framework allows accurate DP-view synthesis (e.g., ~ 39dB PSNR) from the single input image. These high-quality DP views can be used for other DP-based applications, such as reflection removal. As part of this effort, we have captured a new dataset of 7,059 high-quality images to support our training for the DP-view synthesis task.
deep-neural-networks computer-vision deep-learning dataset deeplearning datasets computational-photography autofocus synthetic-data depth-of-field synthetic-dataset-generation defocus-blur defocus-deblurring dual-pixel image-motion nimat-effect
Language:Python 42
mauckc / colorize-video
colorize video using publicly available neural-networks
colorization ffmpeg opencv-python opencv3 neural-network greyscale image-processing computational-photography
Language:Python 33
yunchenlo / Font2Font
An enhanced zi2zi project with word-oriented data augmentation, feature combination, and transfer learning.
chinese-characters computational-photography conditional-gan data-augmentation hierarchical-neural-nets style-transfer transfer-learning
Language:Python 32
audreycui / relighting
Local Relighting of Real Scenes
computational-photography computer-vision deep-learning gans lighting research
Language:Python 30
zhangmozhe / microshift_compression
Microshift Compression: An Efficient Image Compression Algorithm for Hardware
image-compression image-processing low-power hardware-architectures image-sensor matlab hdlcoder vlsi-design fpga computational-photography smart-image-sensor verilog
Language:Verilog 30
chetansastry / dolly-zoom
Dolly zoom without a zoom lens
computer-vision computational-photography opencv python
Language:Python 23
nrupatunga / Fast-Image-Filters
This is PyTorch-lightning implementation of "Fast Image Processing with Fully-Convolutional Networks" (https://arxiv.org/abs/1709.00643)
computational-photography convolutional-networks demo image-filters image-processing pytorch pytorch-lightning
Language:Python 18
jqtangust / FilmRemoval
[CVPR 2024] Official Implementation of Learning to Remove Wrinkled Transparent Film with Polarized Prior
image-reconstruction material-removal restoration computational-photography industry low-level-vison film-removal
Language:Python 17
vishalpolley / Computational-Photography
This repo contains lecture notes and codes for Computational Photography course on Udacity.
computational-photography computer-vision udacity
Language:Python 17
OcraM17 / TreEnhance
Official implementation of the paper "TreEnhance: A Tree Search Method For Low-Light Image Enhancement"
computer-vision deep-reinforcement-learning image-enhancement image-processing pytorch computational-photography
Language:Python 16

computational-photography

yuanming-hu / exposure

HuiZeng / Image-Adaptive-3DLUT

texturedesign / texturize

eszdman / PhotonCamera

advimman / HiDT

mahmoudnafifi / Deep_White_Balance

mahmoudnafifi / Exposure_Correction

mahmoudnafifi / WB_sRGB

mv-lab / AISP

sjmoran / DeepLPF

sjmoran / CURL

elliottwu / DeepHDR

Abdullah-Abuolaim / defocus-deblurring-dual-pixel

wasidennis / DeepHarmonization

Tengfei-Wang / DCSR

cgtuebingen / learning-blind-motion-deblurring

Jamy-L / Handheld-Multi-Frame-Super-Resolution

mahmoudnafifi / C5

visionxiang / awesome-computational-photography

Rachine / ExposureFusion

mahmoudnafifi / CIE_XYZ_NET

cuiziteng / Aleth-NeRF

linusmossberg / light-field-renderer

yzhq97 / distortion-free-wide-angle.pytorch

srijanparmeshwar / monodepth360

Abdullah-Abuolaim / recurrent-defocus-deblurring-synth-dual-pixel

Abdullah-Abuolaim / multi-task-defocus-deblurring-dual-pixel-nimat

mauckc / colorize-video

yunchenlo / Font2Font

audreycui / relighting

zhangmozhe / microshift_compression

chetansastry / dolly-zoom

nrupatunga / Fast-Image-Filters

jqtangust / FilmRemoval

vishalpolley / Computational-Photography

OcraM17 / TreEnhance