Topic: computational-photography Goto Github

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abdullah-abuolaim / defocus-deblurring-dual-pixel
computational-photography,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.
User: abdullah-abuolaim
defocus-blur defocus-deblurring dual-pixel depth-of-field autofocus deep-neural-networks deeplearning datasets computational-photography dataset

abdullah-abuolaim / multi-task-defocus-deblurring-dual-pixel-nimat
computational-photography,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.
User: abdullah-abuolaim
deep-neural-networks computer-vision deep-learning dataset deeplearning datasets computational-photography autofocus synthetic-data depth-of-field

abdullah-abuolaim / recurrent-defocus-deblurring-synth-dual-pixel
computational-photography,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.
User: abdullah-abuolaim
defocus-blur defocus-deblurring dual-pixel depth-of-field autofocus deep-neural-networks recurrent-neural-networks deeplearning dataset synthetic-data

advimman / hidt
computational-photography,Official repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)
Organization: advimman
gan style-transfer high-resolution unsupervised-learning deep-learning image-to-image-translation computational-photography image-processing image-generation image-editing generative-adversarial-network

asprasan / comp_photo_labs
computational-photography,Awesome list of Computational Imaging labs around the world
User: asprasan
computational-imaging computational-photography labs university

audreycui / relighting
computational-photography,Local Relighting of Real Scenes
User: audreycui
Home Page: https://arxiv.org/abs/2207.02774
computational-photography computer-vision deep-learning gans lighting research

bingyaohuang / compennest-plusplus
computational-photography,[PAMI] End-to-end Full Projector Compensation
User: bingyaohuang
computer-vision deep-learning computer-graphics projector computational-photography procam

btilmon / holocu
computational-photography,CUDA implementation of "Energy-Efficient Adaptive 3D Sensing" (CVPR 2023)
User: btilmon
Home Page: https://btilmon.github.io/e3d.html
computational-imaging computational-photography computer-generated-holography cuda cvpr2023 optics-simulation

calzhao / reflection-removal
computational-photography,Class project of computational photography, including the implementation and improvement of CVPR 2019 paper "Single Image Reflection Removal Exploiting Misaligned Training Data and Network Enhancements"
User: calzhao
computational-photography computer-vision reflection-removal

cgtuebingen / learning-blind-motion-deblurring
computational-photography,Multiframe Image Deconvolution (ICCV17)
Organization: cgtuebingen
computational-photography iccv17 tensorflow

chetansastry / dolly-zoom
computational-photography,Dolly zoom without a zoom lens
User: chetansastry
computer-vision computational-photography opencv python

cuiziteng / aleth-nerf
computational-photography,[AAAI 2024] Aleth-NeRF: Illumination Adaptive NeRF with Concealing Field Assumption (Low-light enhance / Exposure correction + NeRF)
User: cuiziteng
aaai2024 computational-photography exposure-correction low-light-image-enhancement low-light-vision nerf

dario-loi / exposure-fusion
computational-photography,Exposure Fusion: A Python Module for fast HDR image processing
User: dario-loi
computational-photography computer-graphics computer-vision hdr image-processing photos exposure-fusion

elliottwu / deephdr
computational-photography,This is the implementation for Deep High Dynamic Range Imaging with Large Foreground Motions (ECCV'18)
User: elliottwu
computational-photography eccv-2018 high-dynamic-range

eszdman / photoncamera
computational-photography,Android Camera that uses Enhanced image processing
User: eszdman
android-camera android camera2-api computational-photography computer-vision image-processing photography gpu-acceleration

huizeng / image-adaptive-3dlut
computational-photography,Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time
User: huizeng
3d-luts color-enhancement color-manipulation computational-photography image-enhancement image-processing photo-retouching

jamy-l / handheld-multi-frame-super-resolution
computational-photography,Handheld Multi-image Super-resolution [Wronski et al., SIGGRAPH19]. Non-official GPU-supported Python implementation.
User: jamy-l
computational-photography super-resolution demosaicking image-processing raw-images

jamy-l / pytorch-contrast-adaptive-sharpening
computational-photography,Unofficial PyTorch implementation of the Contrast Adaptative Sharpening (CAS) featured in AMD's FidelityFX.
User: jamy-l
computational-photography computer-vision image-processing

jamy-l / pytorch-exposure-fusion
computational-photography,A pytorch implementation of Mertens et. al Exposure Fusion algorithm
User: jamy-l
computational-photography exposure-fusion hdr image-processing image-processing-python pytorch-implementation tonemapping

jqtangust / filmremoval
computational-photography,[CVPR 2024] Official Implementation of Learning to Remove Wrinkled Transparent Film with Polarized Prior
User: jqtangust
Home Page: https://jqt.me/_FilmRemoval_/
image-reconstruction material-removal restoration computational-photography industry low-level-vison film-removal

kylecorry31 / stargazer
computational-photography,Create high resolution astrophotography with your smartphone.
User: kylecorry31
astrophotography computational-photography photography smartphone camera night stars image-enhancement

lightchaserx / neural-global-shutter
computational-photography,[CVPR 2022] Neural Global Shutter: Learn to Restore Video from a Rolling Shutter Camera with Global Reset Feature
User: lightchaserx
computational-photography computer-vision computational-imaging deep-learning pytorch deblurring rolling-shutter

linusmossberg / light-field-renderer
computational-photography,Interactive light field renderer using dynamically reparameterized light fields.
User: linusmossberg
light-field view-synthesis lightfield tnm089 computational-photography rendering autofocus

mahmoudnafifi / apap-bias-correction-for-illumination-estimation-methods
computational-photography,Bias correction method for illuminant estimation -- JOSA 2019
User: mahmoudnafifi
illumination-estimation-algorithms illuminant-estimation post-processing fast white-balance color-constancy color-correction computational-photography whitebalance

mahmoudnafifi / c5
computational-photography,Reference code for the paper "Cross-Camera Convolutional Color Constancy" (ICCV 2021)
User: mahmoudnafifi
white-balance whitebalance colorconstancy color-constancy cross-camera deep-learning hypernetworks machine-learning computational-photography illuminant-estimation

mahmoudnafifi / cie_xyz_net
computational-photography,PyTorch & Matlab code for the paper: CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks (TPAMI 2021).
User: mahmoudnafifi
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

mahmoudnafifi / deep_white_balance
computational-photography,Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.
User: mahmoudnafifi
multitask-learning white-balance color-correction color-constancy auto-white-balance image-manipulation color-manipulation image-enhancement color-enhancement color-processing

mahmoudnafifi / exposure_correction
computational-photography,Project page of the paper "Learning Multi-Scale Photo Exposure Correction" (CVPR 2021).
User: mahmoudnafifi
deep-learning deeplearning multi-scale coarse-to-fine exposure-correction overexposure-correction underexposure-correction computational-photography low-light-enhance low-light-image

mahmoudnafifi / wb_srgb
computational-photography,White balance camera-rendered sRGB images (CVPR 2019) [Matlab & Python]
User: mahmoudnafifi
white-balance color-correction cvpr2019 color-histogram dataset image-processing whitebalance computer-vision datasets image-enhancement

martiansideofthemoon / blind-dehazing
computational-photography,An implementation of the ICCP '16 paper "Blind Dehazing Using Internal Patch Recurrence".
User: martiansideofthemoon
computational-photography computer-vision dehazing-algorithm

mauckc / colorize-video
computational-photography,colorize video using publicly available neural-networks
User: mauckc
colorization ffmpeg opencv-python opencv3 neural-network greyscale image-processing computational-photography

mdnssknght / madness-camera-6.2.030
computational-photography,A modified Google Camera based in the 6.2.030 version which focuses in Samsung's Exynos SoC compatibility.
User: mdnssknght
camera android computational-photography android-camera exynos google-camera

mv-lab / aisp
computational-photography,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
User: mv-lab
Home Page: https://mv-lab.github.io/model-isp22/
computational-photography computer-vision deep-learning image-processing inverse-problems isp low-level-vision eccv2022 cvpr2022 aim

niranjantdesai / image-blending-graphcuts
computational-photography,Blending two images photorealistically using graphcuts
User: niranjantdesai
computational-photography graph-cuts maxflow-mincut pymaxflow

nrupatunga / fast-image-filters
computational-photography,This is PyTorch-lightning implementation of "Fast Image Processing with Fully-Convolutional Networks" (https://arxiv.org/abs/1709.00643)
User: nrupatunga
image-processing computational-photography pytorch-lightning demo image-filters convolutional-networks pytorch

ocram17 / treenhance
computational-photography,Official implementation of the paper "TreEnhance: A Tree Search Method For Low-Light Image Enhancement"
User: ocram17
Home Page: https://arxiv.org/pdf/2205.12639.pdf
computer-vision deep-reinforcement-learning image-enhancement image-processing pytorch computational-photography

rachine / exposurefusion
computational-photography,Exposure Fusion Technique
User: rachine
computational-photography exposure-fusion laplacian-pyramid multi-exposure-sequence photos

sjmoran / curl
computational-photography,Code for the ICPR 2020 paper: "CURL: Neural Curve Layers for Image Enhancement"
User: sjmoran
computer-vision raw2rgb computational-photography photoshop cvpr image image-enhancement image-processing icpr2020 eccv

sjmoran / deeplpf
computational-photography,Code for CVPR 2020 paper "Deep Local Parametric Filters for Image Enhancement"
User: sjmoran
cvpr2020 raw2rgb deep-learning computational-photography computer-vision adobe-upe paper rgb cvpr

srijanparmeshwar / monodepth360
computational-photography,Master's project implementing depth estimation for spherical images using unsupervised learning with CNNs.
User: srijanparmeshwar
depth neural-network cnn 360 computer-vision computational-photography 3d vr

tengfei-wang / dcsr
computational-photography,[ICCV 2021 (Oral Presentation)] Dual-Camera Super-Resolution with Aligned Attention Modules (RefSR)
User: tengfei-wang
Home Page: https://tengfei-wang.github.io/Dual-Camera-SR/index.html
computational-photography computer-vision deep-learning dual-cameras pytorch refsr super-resolution

texturedesign / texturize
computational-photography,🤖🖌️ 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.
Organization: texturedesign
deep-learning generative-model image-manipulation image-processing texture-synthesis texture-generation image-generation computational-photography python3 command-line-tool

vishalpolley / computational-photography
computational-photography,This repo contains lecture notes and codes for Computational Photography course on Udacity.
User: vishalpolley
computational-photography computer-vision udacity

visionxiang / awesome-computational-photography
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.
User: visionxiang
computational-photography image-alignment image-matching image-stitching image-registration

wasidennis / deepharmonization
computational-photography,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
User: wasidennis
computer-vision computational-photography image-editing deep-learning encoder-decoder

yanqingan / illumination_decomposition
computational-photography,Code for TIP 2017 paper --- Illumination Decomposition for Photograph with Multiple Light Sources.
User: yanqingan
illumination-decomposition computational-photography ieee-transactions image-processing shadow-detection image-synthesis low-level-vision

yuanming-hu / exposure
computational-photography,Learning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.
User: yuanming-hu
deep-learning reinforcement-learning generative-adversarial-network computational-photography image-processing gan

yunchenlo / font2font
computational-photography,An enhanced zi2zi project with word-oriented data augmentation, feature combination, and transfer learning.
User: yunchenlo
computational-photography conditional-gan data-augmentation hierarchical-neural-nets style-transfer transfer-learning chinese-characters

yzhq97 / distortion-free-wide-angle.pytorch
computational-photography,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.
User: yzhq97
computational-photography distortion-correction image-processing wide-angle

zhangmozhe / microshift_compression
computational-photography,Microshift Compression: An Efficient Image Compression Algorithm for Hardware
User: zhangmozhe
computational-photography fpga hardware-architectures hdlcoder image-compression image-processing image-sensor low-power matlab smart-image-sensor verilog vlsi-design