Methods > General > Self-Supervised Learning

Colorization

Introduced by Zhang et al. in Colorful Image Colorization

Colorization is a self-supervision approach that relies on colorization as the pretext task in order to learn image representations.

Source: Colorful Image Colorization

Latest Papers

PAPER DATE
Generating Images with Sparse Representations
Charlie NashJacob MenickSander DielemanPeter W. Battaglia
2021-03-05
Culture-inspired Multi-modal Color Palette Generation and Colorization: A Chinese Youth Subculture Case
| Yufan LiJinggang ZhuoLing FanHarry Jiannan Wang
2021-02-10
Colorization Transformer
| Manoj KumarDirk WeissenbornNal Kalchbrenner
2021-02-08
High-throughput fast full-color digital pathology based on Fourier ptychographic microscopy via color transfer
Yuting GaoJiurun ChenAiye WangAn PanCaiwen MaBaoli Yao
2021-01-19
A Novel Registration & Colorization Technique for Thermal to Cross Domain Colorized Images
Suranjan GoswamiSatish Kumar Singh
2021-01-18
Contextual colorization and denoising for low-light ultra high resolution sequences
N. AnantrasirichaiDavid Bull
2021-01-05
Joint Intensity-Gradient Guided Generative Modeling for Colorization
| Kai HongJin LiWanyun LiCailian YangMinghui ZhangYuhao WangQiegen Liu
2020-12-28
Reference-Based Video Colorization with Spatiotemporal Correspondence
Naofumi AkimotoAkio HayakawaAndrew ShinTakuya Narihira
2020-11-25
Legacy Photo Editing with Learned Noise Prior
| Zhao YuzhiPo Lai-ManWang XuehuiLiu KangchengZhang YujiaYu Wing-YinXian PengfeiXiong Jingjing
2020-11-23
SCGAN: Saliency Map-guided Colorization with Generative Adversarial Network
| Yuzhi ZhaoLai-Man PoKwok-Wai CheungWing-Yin YuYasar Abbas Ur Rehman
2020-11-23
DeepRemaster: Temporal Source-Reference Attention Networks for Comprehensive Video Enhancement
Satoshi IizukaEdgar Simo-Serra
2020-09-18
Image Colorization: A Survey and Dataset
| Saeed AnwarMuhammad TahirChongyi LiAjmal MianFahad Shahbaz KhanAbdul Wahab Muzaffar
2020-08-25
Colorization of Depth Map via Disentanglement
| Chung-Sheng LaiZunzhi YouChing-Chun HuangYi-Hsuan TsaiWei-Chen Chiu
2020-08-01
Memory Selection Network for Video Propagation
Ruizheng WuHuaijia LinXiaojuan QiJiaya Jia
2020-08-01
Rethinking CNN-Based Pansharpening: Guided Colorization of Panchromatic Images via GANs
| Furkan OzcelikUgur AlganciElif SertelGozde Unal
2020-06-30
The color out of space: learning self-supervised representations for Earth Observation imagery
| Stefano VincenziAngelo PorrelloPietro BuzzegaMarco CiprianoPietro FronteRoberto CuccuCarla IppolitiAnnamaria ConteSimone Calderara
2020-06-22
Artist-Guided Semiautomatic Animation Colorization
Harrish ThasarathanMehran Ebrahimi
2020-06-22
Semantic-driven Colorization
Man M. HoLu ZhangAlexander RaakeJinjia Zhou
2020-06-13
Stylization-Based Architecture for Fast Deep Exemplar Colorization
Zhongyou Xu Tingting Wang Faming Fang Yun Sheng Guixu Zhang
2020-06-01
Invertible Grayscale via Dual Features Ensemble
TAIZHONG YEYong DuJUNJIE DENGAND SHENGFENG HE
2020-05-22
Instance-aware Image Colorization
| Jheng-Wei SuHung-Kuo ChuJia-Bin Huang
2020-05-21
Guided interactive image segmentation using machine learning and color based data set clustering
Adrian FriebelTim JohannDirk DrasdoStefan Hoehme
2020-05-15
Reference-Based Sketch Image Colorization using Augmented-Self Reference and Dense Semantic Correspondence
Junsoo LeeEungyeup KimYunsung LeeDongjun KimJaehyuk ChangJaegul Choo
2020-05-11
DeepHist: Differentiable Joint and Color Histogram Layers for Image-to-Image Translation
Mor Avi-AharonAssaf ArbelleTammy Riklin Raviv
2020-05-06
Line Art Correlation Matching Feature Transfer Network for Automatic Animation Colorization
Zhang QianWang BoWen WeiLi HaiLiu Jun Hui
2020-04-14
Language-based Colorization of Scene Sketches
| Changqing ZouHaoran MoChengying GaoRuofei DuHongbo Fu
2019-11-17
MetalGAN: a Cluster-based Adaptive Training for Few-Shot Adversarial Colorization
Tomaso FontaniniEleonora IottiAndrea Prati
2019-09-17
Image Colorization By Capsule Networks
Gökhan Özbulak
2019-08-22
Tag2Pix: Line Art Colorization Using Text Tag With SECat and Changing Loss
| Hyunsu KimHo Young JhooEunhyeok ParkSungjoo Yoo
2019-08-16
Fully Automatic Video Colorization with Self-Regularization and Diversity
| Chenyang LeiQifeng Chen
2019-08-04
ChromaGAN: Adversarial Picture Colorization with Semantic Class Distribution
| Patricia VitoriaLara RaadColoma Ballester
2019-07-23
Deep Exemplar-based Video Colorization
| Bo ZhangMingming HeJing LiaoPedro V. SanderLu YuanAmine BermakDong Chen
2019-06-24
Saliency Detection With Fully Convolutional Neural Network
Hooman MisaghiReza Askari MoghadamAli MahmoudiKurosh Madani
2019-06-24
Using colorization as a tool for automatic makeup suggestion
Shreyank Narayana Gowda
2019-06-18
Coloring With Limited Data: Few-Shot Colorization via Memory-Augmented Networks
| Seungjoo YooHyojin BahngSunghyo ChungJunsoo LeeJaehyuk ChangJaegul Choo
2019-06-09
Coloring With Limited Data: Few-Shot Colorization via Memory Augmented Networks
| Seungjoo Yoo Hyojin Bahng Sunghyo Chung Junsoo Lee Jaehyuk Chang Jaegul Choo
2019-06-01
Side Window Filtering
| Hui YinYuanhao GongGuoping Qiu
2019-05-17
Automatic Video Colorization using 3D Conditional Generative Adversarial Networks
Panagiotis KouzouglidisGiorgos SfikasChristophoros Nikou
2019-05-08
The Missing Data Encoder: Cross-Channel Image Completion\\with Hide-And-Seek Adversarial Network
Arnaud DapognyMatthieu CordPatrick Perez
2019-05-06
Automatic Temporally Coherent Video Colorization
| Harrish ThasarathanKamyar NazeriMehran Ebrahimi
2019-04-21
Detecting Colorized Images via Convolutional Neural Networks: Toward High Accuracy and Good Generalization
Weize QuanDong-Ming YanKai WangXiaopeng ZhangDenis Pellerin
2019-02-17
Pixelated Semantic Colorization
Jiaojiao ZhaoJungong HanLing ShaoCees G. M. Snoek
2019-01-27
Sampling Using Neural Networks for colorizing the grayscale images
| Wonbong Jang
2018-12-27
Perturbation Analysis of Learning Algorithms: A Unifying Perspective on Generation of Adversarial Examples
Emilio Rafael BaldaArash BehboodiRudolf Mathar
2018-12-15
Video Colorization using CNNs and Keyframes extraction: An application in saving bandwidth
Ankur SinghAnurag ChananiHarish Karnick
2018-12-07
Point Cloud Colorization Based on Densely Annotated 3D Shape Dataset
Xu CaoKatashi Nagao
2018-10-12
Structural Consistency and Controllability for Diverse Colorization
Safa MessaoudDavid ForsythAlexander G. Schwing
2018-09-06
LUCSS: Language-based User-customized Colourization of Scene Sketches
Changqing ZouHaoran MoRuofei DuXing WuChengying GaoHongbo Fu
2018-08-30
User-Guided Deep Anime Line Art Colorization with Conditional Adversarial Networks
| Yuanzheng CiXinzhu MaZhihui WangHaojie LiZhongxuan Luo
2018-08-09
Pixel-level Semantics Guided Image Colorization
Jiaojiao ZhaoLi LiuCees G. M. SnoekJungong HanLing Shao
2018-08-05
Deep Exemplar-based Colorization
| Mingming HeDong-Dong ChenJing LiaoPedro V. SanderLu Yuan
2018-07-17
Vehicle Image Generation Going Well with The Surroundings
Jeesoo KimJangho KimJaeyoung YooDaesik KimNojun Kwak
2018-07-09
Tracking Emerges by Colorizing Videos
| Carl VondrickAbhinav ShrivastavaAlireza FathiSergio GuadarramaKevin Murphy
2018-06-25
Learning to Color from Language
| Varun ManjunathaMohit IyyerJordan Boyd-GraberLarry Davis
2018-04-17
Coloring with Words: Guiding Image Colorization Through Text-based Palette Generation
| Hyojin BahngSeungjoo YooWonwoong ChoDavid K. ParkZiming WuXiaojuan MaJaegul Choo
2018-04-11
Mix and match networks: encoder-decoder alignment for zero-pair image translation
| Yaxing WangJoost Van de WeijerLuis Herranz
2018-04-06
Image Colorization with Generative Adversarial Networks
| Kamyar NazeriEric NgMehran Ebrahimi
2018-03-14
Interactive Deep Colorization With Simultaneous Global and Local Inputs
Yi XiaoPeiyao ZhouYan Zheng
2018-01-27
Language-Based Image Editing with Recurrent Attentive Models
| Jianbo ChenYelong ShenJianfeng GaoJingjing LiuXiaodong Liu
2017-11-16
Comicolorization: Semi-Automatic Manga Colorization
| Chie FurusawaKazuyuki HiroshibaKeisuke OgakiYuri Odagiri
2017-06-21
cGAN-based Manga Colorization Using a Single Training Image
| Paulina HensmanKiyoharu Aizawa
2017-06-21
PixColor: Pixel Recursive Colorization
Sergio GuadarramaRyan DahlDavid BieberMohammad NorouziJonathon ShlensKevin Murphy
2017-05-19
Probabilistic Image Colorization
| Amelie RoyerAlexander KolesnikovChristoph H. Lampert
2017-05-11
Real-Time User-Guided Image Colorization with Learned Deep Priors
| Richard ZhangJun-Yan ZhuPhillip IsolaXinyang GengAngela S. LinTianhe YuAlexei A. Efros
2017-05-08
A learning-based approach for automatic image and video colorization
Raj Kumar GuptaAlex Yong-Sang ChiaDeepu RajanHuang Zhiyong
2017-04-15
(DE)^2 CO: Deep Depth Colorization
F. M. CarlucciP. RussoB. Caputo
2017-03-31
Colorization as a Proxy Task for Visual Understanding
| Gustav LarssonMichael MaireGregory Shakhnarovich
2017-03-11
Generalized Deep Image to Image Regression
| Venkataraman SanthanamVlad I. MorariuLarry S. Davis
2016-12-10
Learning Diverse Image Colorization
| Aditya DeshpandeJiajun LuMao-Chuang YehMin Jin ChongDavid Forsyth
2016-12-06
Scribbler: Controlling Deep Image Synthesis with Sketch and Color
| Patsorn SangkloyJingwan LuChen FangFisher YuJames Hays
2016-12-02
A deep representation for depth images from synthetic data
Fabio Maria CarlucciPaolo RussoBarbara Caputo
2016-09-30
Simultaneous independent image display technique on multiple 3D objects
Takuto HirukawaMarco Visentini-ScarzanellaHiroshi KawasakiRyo FurukawaShinsaku Hiura
2016-09-10
Let there be color!: joint end-to-end learning of global and local image priors for automatic image colorization with simultaneous classification
| Satoshi IizukaEdgar Simo-SerraHiroshi Ishikawa
2016-07-01
Multiple Hypothesis Colorization
Mohammad Haris BaigLorenzo Torresani
2016-06-20
Deep Colorization
| Zezhou ChengQingxiong YangBin Sheng
2016-04-30
Colorful Image Colorization
| Richard ZhangPhillip IsolaAlexei A. Efros
2016-03-28

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