彩色化论文总结

Awesome-Image-Colorization

Image-Colorization-Papers

Paired Colorization Networks(CNN)

Paired Colorization Networks(GAN)

Two-sided Unpaired Colorization Networks(GAN)

One-sided Unpaired Colorization Networks(GAN)

Reference-based Colorization Networks

ViT Colorization Networks

Paired Colorization Networks(CNN)

1. Infrared Colorization Using Deep Convolutional Neural Networks(ICMLA 2016) Pdf
2. Colorful Image Colorization(ECCV 2016) Pdf Code
3. Generating Visible Spectrum Images from Thermal Infrared(CVPRW 2018) Pdf Code
4. Grayscale images colorization with convolutional neural networks(Soft Computing 2020) Pdf
5. Intelligent Colorization for Thermal Infrared Image Based on CNN(ICIBA 2020) Pdf
6. Near-Infrared Image Colorization by Convolutional Neural Network with Perceptual Loss(GCCE 2020) Pdf
7. Robust Perceptual Night Vision in Thermal Colorization(arXiv 2020) Pdf
8. An Encoder-decoder based Deep Architecture for Visible to Near Infrared Image Transformation(ICVGIP 2021) Pdf
9. Towards high-quality thermal infrared image colorization via attention-based hierarchical network(Neurocomputing 2022) Pdf
10. A Colorization Framework for Monochrome-Color Dual-Lens Systems Using a Deep Convolutional Network(TVGG 2022) Pdf

Paired Colorization Networks(GAN)

1. Image-to-Image Translation with Conditional Adversarial Networks(CVPR 2017) Pdf Code
2. Infrared Image Colorization based on a Triplet DCGAN Architecture(CVPR 2017) Pdf
3. Unsupervised Diverse Colorization via Generative Adversarial Networks(ECML 2017) Pdf Code
4. ThermalGAN Multimodal Color-to-Thermal Image Translation for Person Re-Identification in Multispectral Dataset(ECCV 2018) Pdf Code
5. ChromaGAN Adversarial Picture Colorization with Semantic Class Distribution(WACV 2020) Pdf Code
6. From Coarse to Fine (FC2F) A New Scheme of Colorizing Thermal Infrared Images(IEEE Access 2020) Pdf
7. Thermal infrared colorization via conditional generative adversarial network(Infrared Physics & Technology 2020) Pdf Code
8. A DenseUnet generative adversarial network for near-infrared face image colorization(Signal Processing 2021) Pdf
9. An improved DualGAN for near-infrared image colorization(Infrared Physics & Technology 2021) Pdf
10. Towards Vivid and Diverse Image Colorization with Generative Color Prior(ICCV 2021) Pdf Code
11. GAN-Based Image Colorization for Self-Supervised Visual Feature Learning(Sensors 2022) Pdf
12. InfraGAN A GAN architecture to transfer visible images to infrared domain(Pattern Recognition Letters 2022) Pdf Code
13. DDGAN: Dense Residual Module and Dual-stream Attention-Guided Generative Adversarial Network for Colorizing Near-Infrared Images(Infrared Physics & Technology 2023) Pdf Code
14. MUGAN: Thermal Infrared Image Colorization Using Mixed-Skipping UNet and Generative Adversarial Network(TIV 2023) Pdf Code
15. LKAT-GAN: A GAN for Thermal Infrared Image Colorization Based on Large Kernel and AttentionUNet-Transformer(TCE 2023) Pdf Code
16. Exploring Efficient and Effective Generative Adversarial Network for Thermal Infrared Image Colorization(Complex & Intelligent Systems 2023) Pdf
17. StawGAN: Structural-Aware Generative Adversarial Networks for Infrared Image Translation(arXiv 2023) Pdf Code
18. Panoptic-Level Image-to-Image Translation for Object Recognition and Visual Odometry Enhancement(TCSVT 2023) Pdf

Two-sided Unpaired Colorization Networks(GAN)

1. Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks(ICCV 2017) Pdf Code
2. Recycle-GAN Unsupervised Video Retargeting(ECCV 2018) Pdf Code
3. Colorizing Near Infrared Images through a Cyclic Adversarial Approach of Unpaired Samples(CVPRW 2019) Pdf Code
4. NIR to RGB Domain Translation Using Asymmetric Cycle Generative Adversarial Networks(IEEE Access 2019) Pdf
5. Mocycle-GAN Unpaired Video-to-Video Translation(arXiv 2019) Pdf
6. Context-Aware Colorization of Gray-Scale Images Utilizing a Cycle-Consistent Generative Adversarial Network Architecture(Neurocomputing 2020) Pdf
7. GAN-Based Day-to-Night Image Style Transfer for Nighttime Vehicle Detection(TITS 2020) Pdf Code
8. PCSGAN Perceptual Cyclic-Synthesized Generative Adversarial Networks for Thermal and NIR to Visible Image Transformation(Neurocomputing 2020) Pdf Code
9. Unsupervised object detection via LWIR/RGB translation(CVPRW 2020) Pdf
10. Deep Learning Thermal Image Translation for Night Vision(ACM TIST) Pdf
11. U-GAT-IT Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation(ICLR 2020) Pdf Code
12. SPA-GAN Spatial Attention GAN for Image-to-Image Translation(TMM 2020) Pdf
13. Reusing Discriminators for Encoding Towards Unsupervised Image-to-Image Translation(CVPR 2020) Pdf Code
14. CSGAN Cyclic-Synthesized Generative Adversarial Networks for image-to-image transformation(Expert Systems with Applications 2021) Pdf Code
15. SAR Image Colorization Using Multidomain Cycle-Consistency Generative Adversarial Network(LGRS 2021) Pdf
16. AttentionGAN Unpaired Image-to-Image Translation using Attention-Guided Generative Adversarial Networks(TNNLS 2021) Pdf Code
17. Unsupervised Generative Adversarial Networks with Cross-model Weight Transfer Mechanism for Image-to-image Translation(ICCVW 2021) Pdf Code
18. Dual Contrastive Learning for Unsupervised Image-to-Image Translation(CVPRW 2021) Pdf Code
19. A fully-automatic image colorization scheme using improved CycleGAN with skip connections(Multimedia Tools and Applications 2021) Pdf Code
20. Colorization of fusion image of infrared and visible images based on parallel generative adversarial network approach(Journal of Intelligent & Fuzzy Systems 2021) Pdf
21. I2V-GAN Unpaired Infrared-to-Visible Video Translation(ACM MM 2021) Pdf Code
22. Thermal Infrared Image Colorization for Nighttime Driving Scenes With Top-Down Guided Attention(TITS 2022) Pdf Code
23. CDGAN: Cyclic Discriminative Generative Adversarial Networks for image-to-image transformation(Journal of Visual Communication and Image Representation 2022) Pdf Code
24. MobileAR-GAN MobileNet-Based Efficient Attentive Recurrent Generative Adversarial Network for Infrared-to-Visual Transformation(TIM 2022) Pdf Code
25. ROMA Cross-Domain Region Similarity Matching for Unpaired Nighttime Infrared to Daytime Visible Video Translation(ACM International Conference on Multimedia 2022) Pdf
26. An Unpaired Thermal Infrared Image Translation Method Using GMA-CycleGAN(Remote Sensing 2023) Pdf
27. CRPGAN Learning image-to-image translation of two unpaired images by cross-attention mechanism and parallelization strategy(PLOS ONE 2023) Pdf
28. CyTran A cycle-consistent transformer with multi-level consistency for non-contrast to contrast CT translation(Neurocomputing 2023) Pdf Code
29. CSTGAN Cycle Swin Transformer GAN for Unpaired Infrared Image Colorization(CCRIS 2023) Pdf
30. QEMCGAN: Quantized Evolutionary Gradient Aware Multiobjective Cyclic GAN for Medical Image Translation(JBHI 2023) Pdf
31. InvolutionGAN: lightweight GAN with involution for unsupervised image-to-image translation(Neural Computing and Applications 2023) Pdf

One-sided Unpaired Colorization Networks(GAN)

1. One-sided unsupervised domain mapping(NIPS 2017) Pdf Code
2. Geometry-consistent generative adversarial networks for one-sided unsupervised domain mapping(CVPR 2019) Pdf Code
3. Contrastive Learning for Unpaired Image-to-Image Translation(ECCV 2020) Pdf Code
4. Instance-wise Hard Negative Example Generation for Contrastive Learning in Unpaired Image-to-Image Translation(ICCV 2021) Pdf Code
5. Memory-guided Unsupervised Image-to-image Translation(CVPR 2021) Pdf
6. Rethinking the Truly Unsupervised Image-to-Image Translation(ICCV 2021) Pdf Code
7. The spatially-correlative loss for various image translation tasks(CVPR 2021) Pdf Code
8. Alleviating Semantics Distortion in Unsupervised Low-Level Image-to-Image Translation via Structure Consistency Constraint(CVPR 2022) Pdf Code
9. Exploring Negatives in Contrastive Learning for Unpaired Image-to-Image Translation(ACM MM 2022) Pdf Code
10. Exploring Patch-wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks(CVPR 2022) Pdf Code
11. Multi-feature contrastive learning for unpaired image-to-image translation(Complex & Intelligent Systems 2022) Pdf Code
12. QS-Attn Query-Selected Attention for Contrastive Learning in I2I Translation(CVPR 2022) Pdf Code
13. Colorization of infrared images based on feature fusion and contrastive learning(Optics and Lasers in Engineering 2023) Pdf Code
14. Contrastive learning with feature fusion for unpaired thermal infrared image colorization(Optics and Lasers in Engineering 2023) Pdf
15. Multi-crop Contrastive Learning for Unsupervised Image-to-Image Translation(arXiv 2023) Pdf
16. Disentangled Contrastive Image Translation for Nighttime Surveillance(TIP 2023) Pdf

Reference-based Colorization Networks

1. Gray2ColorNet Transfer More Colors from Reference Image(ACM MM 2020) Pdf Code
2. Reference-Based Sketch Image Colorization using Augmented-Self Reference and Dense Semantic Correspondence(CVPR 2020) Pdf Code
3. Stylization-Based Architecture for Fast Deep Exemplar Colorization(CVPR 2020) Pdf Code
4. SCGAN Saliency Map-Guided Colorization With Generative Adversarial Network(TCSVT 2020) Pdf Code
5. Color2Embed: Fast Exemplar-Based Image Colorization using Color Embeddings(arXiv 2021) Pdf Code
6. Globally and Locally Semantic Colorization via Exemplar-Based Broad-GAN(TIP 2021) Pdf
7. Yes, “Attention Is All You Need”, for Exemplar based Colorization(ACM MM 2021) Pdf Code
8. Eliminating Gradient Conflict in Reference-based Line-Art Colorization(ECCV 2022) Pdf [Code](Eliminating Gradient Conflict in Reference-based Line-Art Colorization)
9. Semantic-Sparse Colorization Network for Deep Exemplar-based Colorization(ECCV 2022) Pdf
10. CFFT-GAN Cross-domain Feature Fusion Transformer for Exemplar-based Image Translation(AAAI 2023) Pdf
11. Masked and Adaptive Transformer for Exemplar Based Image Translation(arXiv 2023) Pdf Code
12. Unsupervised Deep Exemplar Colorization via Pyramid Dual Non-local Attention(TIP 2023) Pdf Code

ViT Colorization Networks

1. Colorization Transformer(ICLR 2021) Pdf Code
2. ITTR Unpaired Image-to-Image Translation with Transformers(arXiv 2022) Pdf
3. InstaFormer Instance-Aware Image-to-Image Translation with Transformer(CVPR 2022) Pdf Code
4. CyTran A cycle-consistent transformer with multi-level consistency for non-contrast to contrast CT translation(Neurocomputing 2023) Pdf Code
5. CSTGAN Cycle Swin Transformer GAN for Unpaired Infrared Image Colorization(CCRIS 2023) Pdf

Github