Awesome
Awesome-ECCV2022-Low-Level-Vision
A Collection of Papers and Codes in ECCV2022 related to Low-Level Vision
Related collections for low-level vision
- CVPR2022-Low-Level-Vision
- Awesome-AAAI2022-Low-Level-Vision
- Awesome-NeurIPS2021-Low-Level-Vision
- Awesome-ICCV2021-Low-Level-Vision
- Awesome-CVPR2021/CVPR2020-Low-Level-Vision
- Awesome-ECCV2020-Low-Level-Vision
Catalogue
<!-- - [Image Rescaling](#Rescaling) --><a name="ImageRetoration"></a>
Image Restoration - 图像恢复
Simple Baselines for Image Restoration
D2HNet: Joint Denoising and Deblurring with Hierarchical Network for Robust Night Image Restoration
Seeing Far in the Dark with Patterned Flash
- Paper: https://arxiv.org/abs/2207.12570
- Code: https://github.com/zhsun0357/Seeing-Far-in-the-Dark-with-Patterned-Flash
BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks
Improving Image Restoration by Revisiting Global Information Aggregation
Fast Two-step Blind Optical Aberration Correction
- Paper: https://arxiv.org/abs/2208.00950
- Code: https://github.com/teboli/fast_two_stage_psf_correction
- Tags: Optical Aberration Correction
VQFR: Blind Face Restoration with Vector-Quantized Dictionary and Parallel Decoder
- Paper: https://arxiv.org/abs/2205.06803
- Code: https://github.com/TencentARC/VQFR
- Tags: Blind Face Restoration
RAWtoBit: A Fully End-to-end Camera ISP Network
- Paper: https://arxiv.org/abs/2208.07639
- Tags: ISP and Image Compression
Transform your Smartphone into a DSLR Camera: Learning the ISP in the Wild
- Paper: https://arxiv.org/abs/2203.10636
- Code: https://github.com/4rdhendu/TransformPhone2DSLR
- Tags: ISP
Single Frame Atmospheric Turbulence Mitigation: A Benchmark Study and A New Physics-Inspired Transformer Model
- Paper: https://arxiv.org/abs/2207.10040
- Code: https://github.com/VITA-Group/TurbNet
- Tags: Atmospheric Turbulence Mitigation, Transformer
Modeling Mask Uncertainty in Hyperspectral Image Reconstruction
- Paper: https://arxiv.org/abs/2112.15362
- Code: https://github.com/Jiamian-Wang/mask_uncertainty_spectral_SCI
- Tags: Hyperspectral Image Reconstruction
TAPE: Task-Agnostic Prior Embedding for Image Restoration
DRCNet: Dynamic Image Restoration Contrastive Network
ART-SS: An Adaptive Rejection Technique for Semi-Supervised Restoration for Adverse Weather-Affected Images
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4237_ECCV_2022_paper.php
- Code: https://github.com/rajeevyasarla/ART-SS
- Tags: Adverse Weather
Spectrum-Aware and Transferable Architecture Search for Hyperspectral Image Restoration
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4367_ECCV_2022_paper.php
- Tags: Hyperspectral Image Restoration
Seeing through a Black Box: Toward High-Quality Terahertz Imaging via Subspace-and-Attention Guided Restoration
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/6259_ECCV_2022_paper.php
- Tags: Terahertz Imaging
JPEG Artifacts Removal via Contrastive Representation Learning
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/171_ECCV_2022_paper.php
- Tags: JPEG Artifacts Removal
Zero-Shot Learning for Reflection Removal of Single 360-Degree Image
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/6418_ECCV_2022_paper.php
- Tags: Reflection Removal
Overexposure Mask Fusion: Generalizable Reverse ISP Multi-Step Refinement
- Paper: https://arxiv.org/abs/2210.11511
- Code: https://github.com/SenseBrainTech/overexposure-mask-reverse-ISP
- Tagss: [Workshop], Reversed ISP
<a name="VideoRestoration"></a>
Video Restoration
Video Restoration Framework and Its Meta-Adaptations to Data-Poor Conditions
<a name="SuperResolution"></a>
Super Resolution - 超分辨率
<a name="ImageSuperResolution"></a>
Image Super Resolution
ARM: Any-Time Super-Resolution Method
Dynamic Dual Trainable Bounds for Ultra-low Precision Super-Resolution Networks
CADyQ : Contents-Aware Dynamic Quantization for Image Super Resolution
Image Super-Resolution with Deep Dictionary
Perception-Distortion Balanced ADMM Optimization for Single-Image Super-Resolution
Adaptive Patch Exiting for Scalable Single Image Super-Resolution
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/2021_ECCV_2022_paper.php
- Code: https://github.com/littlepure2333/APE
Learning Series-Parallel Lookup Tables for Efficient Image Super-Resolution
- Paper: https://arxiv.org/abs/2207.12987
- Code: https://github.com/zhjy2016/SPLUT
- Tags: Efficient
MuLUT: Cooperating Mulitple Look-Up Tables for Efficient Image Super-Resolution
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/papers/136780234.pdf
- Code: https://github.com/ddlee-cn/MuLUT
- Tags: Efficient
Efficient Long-Range Attention Network for Image Super-resolution
Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution
Restore Globally, Refine Locally: A Mask-Guided Scheme to Accelerate Super-Resolution Networks
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4417_ECCV_2022_paper.php
- Code: https://github.com/huxiaotaostasy/MGA-scheme
Learning Mutual Modulation for Self-Supervised Cross-Modal Super-Resolution
- Paper: https://arxiv.org/abs/2207.09156
- Code: https://github.com/palmdong/MMSR
- Tags: Self-Supervised
Self-Supervised Learning for Real-World Super-Resolution from Dual Zoomed Observations
- Paper: https://arxiv.org/abs/2203.01325
- Code: https://github.com/cszhilu1998/SelfDZSR
- Tags: Self-Supervised, Reference-based
Efficient and Degradation-Adaptive Network for Real-World Image Super-Resolution
- Paper: http://www4.comp.polyu.edu.hk/~cslzhang/paper/ECCV2022_DASR.pdf
- Code: https://github.com/csjliang/DASR
- Tags: Real-World
D2C-SR: A Divergence to Convergence Approach for Real-World Image Super-Resolution
- Paper: https://arxiv.org/abs/2103.14373
- Code: https://github.com/megvii-research/D2C-SR
- Tag: Real-World
MM-RealSR: Metric Learning based Interactive Modulation for Real-World Super-Resolution
- Paper: https://arxiv.org/abs/2205.05065
- Code: https://github.com/TencentARC/MM-RealSR
- Tag: Real-World
KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution
- Paper: https://arxiv.org/abs/2209.10305
- Code: https://github.com/jiahong-fu/KXNet
- Tags: Blind
From Face to Natural Image: Learning Real Degradation for Blind Image Super-Resolution
- Paper: https://arxiv.org/abs/2210.00752
- Code: https://github.com/csxmli2016/ReDegNet
- Tags: Blind
Unfolded Deep Kernel Estimation for Blind Image Super-Resolution
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3484_ECCV_2022_paper.php
- Code: https://github.com/natezhenghy/UDKE
- Tags: Blind
Uncertainty Learning in Kernel Estimation for Multi-stage Blind Image Super-Resolution
Super-Resolution by Predicting Offsets: An Ultra-Efficient Super-Resolution Network for Rasterized Images
- Paper: https://arxiv.org/abs/2210.04198
- Code: https://github.com/HaomingCai/SRPO
- Tags: Rasterized Images
Reference-based Image Super-Resolution with Deformable Attention Transformer
- Paper: https://arxiv.org/abs/2207.11938
- Code: https://github.com/caojiezhang/DATSR
- Tags: Reference-based, Transformer
RRSR:Reciprocal Reference-Based Image Super-Resolution with Progressive Feature Alignment and Selection
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/7808_ECCV_2022_paper.php
- Tags: Reference-based
Boosting Event Stream Super-Resolution with a Recurrent Neural Network
HST: Hierarchical Swin Transformer for Compressed Image Super-resolution
- Paper: https://arxiv.org/abs/2208.09885
- Tags: [Workshop-AIM2022]
Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration
- Paper: https://arxiv.org/abs/2209.11345
- Code: https://github.com/mv-lab/swin2sr
- Tags: [Workshop-AIM2022]
Fast Nearest Convolution for Real-Time Efficient Image Super-Resolution
- Paper: https://arxiv.org/abs/2208.11609
- Code: https://github.com/Algolzw/NCNet
- Tags: [Workshop-AIM2022]
<a name="VideoSuperResolution"></a>
Video Super Resolution
Learning Spatiotemporal Frequency-Transformer for Compressed Video Super-Resolution
- Paper: https://arxiv.org/abs/2208.03012
- Code: https://github.com/researchmm/FTVSR
- Tags: Compressed Video SR
A Codec Information Assisted Framework for Efficient Compressed Video Super-Resolution
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/6420_ECCV_2022_paper.php
- Tags: Compressed Video SR
Real-RawVSR: Real-World Raw Video Super-Resolution with a Benchmark Dataset
<a name="Denoising"></a>
Denoising - 去噪
<a name="ImageDenoising"></a>
Image Denoising
Deep Semantic Statistics Matching (D2SM) Denoising Network
Fast and High Quality Image Denoising via Malleable Convolution
<a name="VideoDenoising"></a>
Video Denoising
Unidirectional Video Denoising by Mimicking Backward Recurrent Modules with Look-ahead Forward Ones
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4024_ECCV_2022_paper.php
- Code: https://github.com/nagejacob/FloRNN
TempFormer: Temporally Consistent Transformer for Video Denoising
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/6092_ECCV_2022_paper.php
- Tags: Transformer
<a name="Deblurring"></a>
Deblurring - 去模糊
<a name="ImageDeblurring"></a>
Image Deblurring
Learning Degradation Representations for Image Deblurring
Stripformer: Strip Transformer for Fast Image Deblurring
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4651_ECCV_2022_paper.php
- Tags: Transformer
Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance
- Paper: https://arxiv.org/abs/2207.10123
- Code: https://github.com/zzh-tech/Animation-from-Blur
- Tags: recovering detailed motion from a single motion-blurred image
United Defocus Blur Detection and Deblurring via Adversarial Promoting Learning
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3308_ECCV_2022_paper.php
- Code: https://github.com/wdzhao123/APL
- Tags: Defocus Blur
Realistic Blur Synthesis for Learning Image Deblurring
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/6325_ECCV_2022_paper.php
- Tags: Blur Synthesis
Event-based Fusion for Motion Deblurring with Cross-modal Attention
- Paper:https://arxiv.org/abs/2112.00167
- Code: https://github.com/AHupuJR/EFNet
- Tags: Event-based
Event-Guided Deblurring of Unknown Exposure Time Videos
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3601_ECCV_2022_paper.php
- Tags: Event-based
<a name="VideoDeblurring"></a>
Video Deblurring
Spatio-Temporal Deformable Attention Network for Video Deblurring
Efficient Video Deblurring Guided by Motion Magnitude
ERDN: Equivalent Receptive Field Deformable Network for Video Deblurring
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4085_ECCV_2022_paper.php
- Code: https://github.com/TencentCloud/ERDN
DeMFI: Deep Joint Deblurring and Multi-Frame Interpolation with Flow-Guided Attentive Correlation and Recursive Boosting
- Paper: https://arxiv.org/abs/2111.09985
- Code: https://github.com/JihyongOh/DeMFI
- Tags: Joint Deblurring and Frame Interpolation
Towards Real-World Video Deblurring by Exploring Blur Formation Process
- Paper: https://arxiv.org/abs/2208.13184
- Tags: [Workshop-AIM2022]
<a name="Decomposition"></a>
Image Decomposition
Blind Image Decomposition
<a name="Deraining"></a>
Deraining - 去雨
Not Just Streaks: Towards Ground Truth for Single Image Deraining
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/1506_ECCV_2022_paper.php
- Code: https://github.com/UCLA-VMG/GT-RAIN
Rethinking Video Rain Streak Removal: A New Synthesis Model and a Deraining Network with Video Rain Prior
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/6798_ECCV_2022_paper.php
- Code: https://github.com/wangshauitj/RDD-Net
<a name="Dehazing"></a>
Dehazing - 去雾
Frequency and Spatial Dual Guidance for Image Dehazing
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4734_ECCV_2022_paper.php
- Code: https://github.com/yuhuUSTC/FSDGN
Perceiving and Modeling Density for Image Dehazing
- Paper: https://arxiv.org/abs/2111.09733
- Code: https://github.com/Owen718/ECCV22-Perceiving-and-Modeling-Density-for-Image-Dehazing
Boosting Supervised Dehazing Methods via Bi-Level Patch Reweighting
Unpaired Deep Image Dehazing Using Contrastive Disentanglement Learning
<a name="Demoireing"></a>
Demoireing - 去摩尔纹
Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoireing
<a name="HDR"></a>
HDR Imaging / Multi-Exposure Image Fusion - HDR图像生成 / 多曝光图像融合
Exposure-Aware Dynamic Weighted Learning for Single-Shot HDR Imaging
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/6250_ECCV_2022_paper.php
- Code: https://github.com/viengiaan/EDWL
Ghost-free High Dynamic Range Imaging with Context-aware Transformer
Selective TransHDR: Transformer-Based Selective HDR Imaging Using Ghost Region Mask
HDR-Plenoxels: Self-Calibrating High Dynamic Range Radiance Fields
Towards Real-World HDRTV Reconstruction: A Data Synthesis-Based Approach
<a name="Fusion"></a>
Image Fusion
FusionVAE: A Deep Hierarchical Variational Autoencoder for RGB Image Fusion
Recurrent Correction Network for Fast and Efficient Multi-modality Image Fusion
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3864_ECCV_2022_paper.php
- Code: https://github.com/MisakiCoca/ReCoNet
Neural Image Representations for Multi-Image Fusion and Layer Separation
Fusion from Decomposition: A Self-Supervised Decomposition Approach for Image Fusion
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4260_ECCV_2022_paper.php
- Code: https://github.com/erfect2020/DecompositionForFusion
<a name="FrameInterpolation"></a>
Frame Interpolation - 插帧
Real-Time Intermediate Flow Estimation for Video Frame Interpolation
FILM: Frame Interpolation for Large Motion
- Paper: https://arxiv.org/abs/2202.04901
- Code: https://github.com/google-research/frame-interpolation
Video Interpolation by Event-driven Anisotropic Adjustment of Optical Flow
Learning Cross-Video Neural Representations for High-Quality Frame Interpolation
Deep Bayesian Video Frame Interpolation
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/1287_ECCV_2022_paper.php
- Code: https://github.com/Oceanlib/DBVI
A Perceptual Quality Metric for Video Frame Interpolation
DeMFI: Deep Joint Deblurring and Multi-Frame Interpolation with Flow-Guided Attentive Correlation and Recursive Boosting
- Paper: https://arxiv.org/abs/2111.09985
- Code: https://github.com/JihyongOh/DeMFI
- Tags: Joint Deblurring and Frame Interpolation
<a name="STVSR"></a>
Spatial-Temporal Video Super-Resolution
Towards Interpretable Video Super-Resolution via Alternating Optimization
<a name="Enhancement"></a>
Image Enhancement - 图像增强
Local Color Distributions Prior for Image Enhancement
- Paper: https://www.cs.cityu.edu.hk/~rynson/papers/eccv22b.pdf
- Code: https://github.com/hywang99/LCDPNet
SepLUT: Separable Image-adaptive Lookup Tables for Real-time Image Enhancement
Neural Color Operators for Sequential Image Retouching
Deep Fourier-Based Exposure Correction Network with Spatial-Frequency Interaction
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4678_ECCV_2022_paper.php
- Tags: Exposure Correction
Uncertainty Inspired Underwater Image Enhancement
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3298_ECCV_2022_paper.php
- Tags: Underwater Image Enhancement
NEST: Neural Event Stack for Event-Based Image Enhancement
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/2730_ECCV_2022_paper.php
- Tags: Event-Based
<a name="LowLight"></a>
Low-Light Image Enhancement
LEDNet: Joint Low-light Enhancement and Deblurring in the Dark
Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression
<a name="Harmonization"></a>
Image Harmonization - 图像协调
Harmonizer: Learning to Perform White-Box Image and Video Harmonization
DCCF: Deep Comprehensible Color Filter Learning Framework for High-Resolution Image Harmonization
Semantic-Guided Multi-Mask Image Harmonization
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3151_ECCV_2022_paper.php
- Code: https://github.com/XuqianRen/Semantic-guided-Multi-mask-Image-Harmonization
Spatial-Separated Curve Rendering Network for Efficient and High-Resolution Image Harmonization
<a name="Inpainting"></a>
Image Completion/Inpainting - 图像修复
Learning Prior Feature and Attention Enhanced Image Inpainting
Perceptual Artifacts Localization for Inpainting
High-Fidelity Image Inpainting with GAN Inversion
Unbiased Multi-Modality Guidance for Image Inpainting
Image Inpainting with Cascaded Modulation GAN and Object-Aware Training
Inpainting at Modern Camera Resolution by Guided PatchMatch with Auto-Curation
Diverse Image Inpainting with Normalizing Flow
Hourglass Attention Network for Image Inpainting
Perceptual Artifacts Localization for Inpainting
Don't Forget Me: Accurate Background Recovery for Text Removal via Modeling Local-Global Context
- Paper: https://arxiv.org/abs/2207.10273
- Code: https://github.com/lcy0604/CTRNet
- Tags: Text Removal
The Surprisingly Straightforward Scene Text Removal Method with Gated Attention and Region of Interest Generation: A Comprehensive Prominent Model Analysis
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4705_ECCV_2022_paper.php
- Code: https://github.com/naver/garnet
- Tags: Text Removal
Video Inpainting
Error Compensation Framework for Flow-Guided Video Inpainting
Flow-Guided Transformer for Video Inpainting
<a name="Colorization"></a>
Image Colorization - 图像上色
Eliminating Gradient Conflict in Reference-based Line-art Colorization
Bridging the Domain Gap towards Generalization in Automatic Colorization
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/7304_ECCV_2022_paper.php
- Code: https://github.com/Lhyejin/DG-Colorization
CT2: Colorization Transformer via Color Tokens
PalGAN: Image Colorization with Palette Generative Adversarial Networks
BigColor: Colorization using a Generative Color Prior for Natural Images
- Paper: https://kimgeonung.github.io/assets/bigcolor/bigcolor_main.pdf
- Code: https://github.com/KIMGEONUNG/BigColor
Semantic-Sparse Colorization Network for Deep Exemplar-Based Colorization
ColorFormer: Image Colorization via Color Memory Assisted Hybrid-Attention Transformer
L-CoDer: Language-Based Colorization with Color-Object Decoupling Transformer
Colorization for In Situ Marine Plankton Images
<a name="Matting"></a>
Image Matting - 图像抠图
TransMatting: Enhancing Transparent Objects Matting with Transformers
One-Trimap Video Matting
<a name="ShadowRemoval"></a>
Shadow Removal - 阴影消除
Style-Guided Shadow Removal
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/5580_ECCV_2022_paper.php
- Code: https://github.com/jinwan1994/SG-ShadowNet
<a name="ImageCompression"></a>
Image Compression - 图像压缩
Optimizing Image Compression via Joint Learning with Denoising
Implicit Neural Representations for Image Compression
- Paper: https://arxiv.org/abs/2112.04267
- Code:https://github.com/YannickStruempler/inr_based_compression
Expanded Adaptive Scaling Normalization for End to End Image Compression
Content-Oriented Learned Image Compression
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/7542_ECCV_2022_paper.php
- Code: https://github.com/lmijydyb/COLIC
Contextformer: A Transformer with Spatio-Channel Attention for Context Modeling in Learned Image Compression
Content Adaptive Latents and Decoder for Neural Image Compression
Video Compression
AlphaVC: High-Performance and Efficient Learned Video Compression
CANF-VC: Conditional Augmented Normalizing Flows for Video Compression
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3904_ECCV_2022_paper.php
- Code: https://github.com/NYCU-MAPL/CANF-VC
Neural Video Compression Using GANs for Detail Synthesis and Propagation
<a name="ImageQualityAssessment"></a>
Image Quality Assessment - 图像质量评价
FAST-VQA: Efficient End-to-end Video Quality Assessment with Fragment Sampling
Shift-tolerant Perceptual Similarity Metric
Telepresence Video Quality Assessment
A Perceptual Quality Metric for Video Frame Interpolation
<a name="Relighting"></a>
Relighting/Delighting
Deep Portrait Delighting
Geometry-Aware Single-Image Full-Body Human Relighting
NeRF for Outdoor Scene Relighting
Physically-Based Editing of Indoor Scene Lighting from a Single Image
<a name="StyleTransfer"></a>
Style Transfer - 风格迁移
CCPL: Contrastive Coherence Preserving Loss for Versatile Style Transfer
Image-Based CLIP-Guided Essence Transfer
Learning Graph Neural Networks for Image Style Transfer
WISE: Whitebox Image Stylization by Example-based Learning
Language-Driven Artistic Style Transfer
MoDA: Map Style Transfer for Self-Supervised Domain Adaptation of Embodied Agents
JoJoGAN: One Shot Face Stylization
EleGANt: Exquisite and Locally Editable GAN for Makeup Transfer
- Paper: https://arxiv.org/abs/2207.09840
- Code: https://github.com/Chenyu-Yang-2000/EleGANt
- Tags: Makeup Transfer
RamGAN: Region Attentive Morphing GAN for Region-Level Makeup Transfer
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/803_ECCV_2022_paper.php
- Tags: Makeup Transfer
<a name="ImageEditing"></a>
Image Editing - 图像编辑
Context-Consistent Semantic Image Editing with Style-Preserved Modulation
GAN with Multivariate Disentangling for Controllable Hair Editing
- Paper: https://raw.githubusercontent.com/XuyangGuo/xuyangguo.github.io/main/database/CtrlHair/CtrlHair.pdf
- Code: https://github.com/XuyangGuo/CtrlHair
Paint2Pix: Interactive Painting based Progressive Image Synthesis and Editing
High-fidelity GAN Inversion with Padding Space
Text2LIVE: Text-Driven Layered Image and Video Editing
IntereStyle: Encoding an Interest Region for Robust StyleGAN Inversion
Style Your Hair: Latent Optimization for Pose-Invariant Hairstyle Transfer via Local-Style-Aware Hair Alignment
HairNet: Hairstyle Transfer with Pose Changes
End-to-End Visual Editing with a Generatively Pre-trained Artist
The Anatomy of Video Editing: A Dataset and Benchmark Suite for AI-Assisted Video Editing
Scraping Textures from Natural Images for Synthesis and Editing
VQGAN-CLIP: Open Domain Image Generation and Editing with Natural Language Guidance
Editing Out-of-Domain GAN Inversion via Differential Activations
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/5504_ECCV_2022_paper.php
- Code: https://github.com/HaoruiSong622/Editing-Out-of-Domain
ChunkyGAN: Real Image Inversion via Segments
FairStyle: Debiasing StyleGAN2 with Style Channel Manipulations
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/7746_ECCV_2022_paper.php
- Code: https://github.com/catlab-team/fairstyle
A Style-Based GAN Encoder for High Fidelity Reconstruction of Images and Videos
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/2740_ECCV_2022_paper.php
- Code: https://github.com/InterDigitalInc/FeatureStyleEncoder
Rayleigh EigenDirections (REDs): Nonlinear GAN latent space traversals for multidimensional features
<a name=ImageGeneration></a>
Image Generation/Synthesis / Image-to-Image Translation - 图像生成/合成/转换
Text-to-Image / Text Guided / Multi-Modal
TIPS: Text-Induced Pose Synthesis
TISE: A Toolbox for Text-to-Image Synthesis Evaluation
Learning Visual Styles from Audio-Visual Associations
Multimodal Conditional Image Synthesis with Product-of-Experts GANs
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3539_ECCV_2022_paper.php
- Project: https://deepimagination.cc/PoE-GAN/
NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion
Make-a-Scene: Scene-Based Text-to-Image Generation with Human Priors
Trace Controlled Text to Image Generation
Audio-Driven Stylized Gesture Generation with Flow-Based Model
No Token Left Behind: Explainability-Aided Image Classification and Generation
Image-to-Image / Image Guided
End-to-end Graph-constrained Vectorized Floorplan Generation with Panoptic Refinement
ManiFest: Manifold Deformation for Few-shot Image Translation
VecGAN: Image-to-Image Translation with Interpretable Latent Directions
DynaST: Dynamic Sparse Transformer for Exemplar-Guided Image Generation
Cross Attention Based Style Distribution for Controllable Person Image Synthesis
Vector Quantized Image-to-Image Translation
URUST: Ultra-high-resolution unpaired stain transformation via Kernelized Instance Normalization
General Object Pose Transformation Network from Unpaired Data
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/5972_ECCV_2022_paper.php
- Code: https://github.com/suyukun666/UFO-PT
Unpaired Image Translation via Vector Symbolic Architectures
Supervised Attribute Information Removal and Reconstruction for Image Manipulation
Bi-Level Feature Alignment for Versatile Image Translation and Manipulation
Multi-Curve Translator for High-Resolution Photorealistic Image Translation
CoGS: Controllable Generation and Search from Sketch and Style
AgeTransGAN for Facial Age Transformation with Rectified Performance Metrics
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/1344_ECCV_2022_paper.php
- Code: https://github.com/AvLab-CV/AgeTransGAN
Others for image generation
StyleLight: HDR Panorama Generation for Lighting Estimation and Editing
Accelerating Score-based Generative Models with Preconditioned Diffusion Sampling
GAN Cocktail: mixing GANs without dataset access
Compositional Visual Generation with Composable Diffusion Models
- Paper: https://arxiv.org/abs/2206.01714
- Code: https://github.com/energy-based-model/Compositional-Visual-Generation-with-Composable-Diffusion-Models-PyTorch
Adaptive-Feature-Interpolation-for-Low-Shot-Image-Generation
- Paper: https://arxiv.org/abs/2112.02450
- Code: https://github.com/dzld00/Adaptive-Feature-Interpolation-for-Low-Shot-Image-Generation
StyleHEAT: One-Shot High-Resolution Editable Talking Face Generation via Pretrained StyleGAN
WaveGAN: An Frequency-aware GAN for High-Fidelity Few-shot Image Generation
FakeCLR: Exploring Contrastive Learning for Solving Latent Discontinuity in Data-Efficient GANs
Auto-regressive Image Synthesis with Integrated Quantization
PixelFolder: An Efficient Progressive Pixel Synthesis Network for Image Generation
DeltaGAN: Towards Diverse Few-shot Image Generation with Sample-Specific Delta
- Paper: https://arxiv.org/abs/2207.10271
- Code: https://github.com/bcmi/DeltaGAN-Few-Shot-Image-Generation
Generator Knows What Discriminator Should Learn in Unconditional GANs
Hierarchical Semantic Regularization of Latent Spaces in StyleGANs
- Paper: https://arxiv.org/abs/2208.03764
- Code: https://drive.google.com/file/d/1gzHTYTgGBUlDWyN_Z3ORofisQrHChg_n/view
FurryGAN: High Quality Foreground-aware Image Synthesis
Improving GANs for Long-Tailed Data through Group Spectral Regularization
- Paper: https://arxiv.org/abs/2208.09932
- Code: https://drive.google.com/file/d/1aG48i04Q8mOmD968PAgwEvPsw1zcS4Gk/view
Exploring Gradient-based Multi-directional Controls in GANs
Improved Masked Image Generation with Token-Critic
Weakly-Supervised Stitching Network for Real-World Panoramic Image Generation
- Paper: https://arxiv.org/abs/2209.05968
- Project: https://eadcat.github.io/WSSN
Any-Resolution Training for High-Resolution Image Synthesis
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3693_ECCV_2022_paper.php
- Code: https://github.com/chail/anyres-gan
BIPS: Bi-modal Indoor Panorama Synthesis via Residual Depth-Aided Adversarial Learning
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/4327_ECCV_2022_paper.php
- Code: https://github.com/chang9711/BIPS
Few-Shot Image Generation with Mixup-Based Distance Learning
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/2709_ECCV_2022_paper.php
- Code: https://github.com/reyllama/mixdl
StyleGAN-Human: A Data-Centric Odyssey of Human Generation
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3366_ECCV_2022_paper.php
- Code: https://github.com/stylegan-human/StyleGAN-Human
StyleFace: Towards Identity-Disentangled Face Generation on Megapixels
Contrastive Learning for Diverse Disentangled Foreground Generation
BLT: Bidirectional Layout Transformer for Controllable Layout Generation
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/7035_ECCV_2022_paper.php
- Code: https://github.com/google-research/google-research/tree/master/layout-blt
Entropy-Driven Sampling and Training Scheme for Conditional Diffusion Generation
Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes
DuelGAN: A Duel between Two Discriminators Stabilizes the GAN Training
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/7143_ECCV_2022_paper.php
- Code: https://github.com/UCSC-REAL/DuelGAN
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Video Generation
Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive Transformer
Controllable Video Generation through Global and Local Motion Dynamics
Fast-Vid2Vid: Spatial-Temporal Compression for Video-to-Video Synthesis
Synthesizing Light Field Video from Monocular Video
- Paper: https://arxiv.org/abs/2207.10357
- Code: https://github.com/ShrisudhanG/Synthesizing-Light-Field-Video-from-Monocular-Video
StoryDALL-E: Adapting Pretrained Text-to-Image Transformers for Story Continuation
Motion Transformer for Unsupervised Image Animation
- Paper:
- Code: https://github.com/JialeTao/MoTrans
Sound-Guided Semantic Video Generation
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/5584_ECCV_2022_paper.php
- Code: https://github.com/anonymous5584/sound-guided-semantic-video-generation
Layered Controllable Video Generation
Diverse Generation from a Single Video Made Possible
Semantic-Aware Implicit Neural Audio-Driven Video Portrait Generation
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/631_ECCV_2022_paper.php
- Code: https://github.com/alvinliu0/SSP-NeRF
EAGAN: Efficient Two-Stage Evolutionary Architecture Search for GANs
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3419_ECCV_2022_paper.php
- Code: https://github.com/marsggbo/EAGAN
BlobGAN: Spatially Disentangled Scene Representations
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Others
Learning Local Implicit Fourier Representation for Image Warping
- Paper: https://ipl.dgist.ac.kr/LTEW.pdf
- Code: https://github.com/jaewon-lee-b/ltew
- Tags: Image Warping
Dress Code: High-Resolution Multi-Category Virtual Try-On
- Paper: https://arxiv.org/abs/2204.08532
- Code: https://github.com/aimagelab/dress-code
- Tags: Virtual Try-On
High-Resolution Virtual Try-On with Misalignment and Occlusion-Handled Conditions
- Paper: https://arxiv.org/abs/2206.14180
- Code: https://github.com/sangyun884/HR-VITON
- Tags: Virtual Try-On
Single Stage Virtual Try-on via Deformable Attention Flows
- Paper: https://arxiv.org/abs/2207.09161
- Tags: Virtual Try-On
Outpainting by Queries
- Paper: https://arxiv.org/abs/2207.05312
- Code: https://github.com/Kaiseem/QueryOTR
- Tags: Outpainting
Watermark Vaccine: Adversarial Attacks to Prevent Watermark Removal
- Paper: https://arxiv.org/abs/2207.08178
- Code: https://github.com/thinwayliu/Watermark-Vaccine
- Tags: Watermark Protection
Efficient Meta-Tuning for Content-aware Neural Video Delivery
- Paper: https://arxiv.org/abs/2207.09691
- Code: https://github.com/Neural-video-delivery/EMT-Pytorch-ECCV2022
- Tags: Video Delivery
Human-centric Image Cropping with Partition-aware and Content-preserving Features
CelebV-HQ: A Large-Scale Video Facial Attributes Dataset
- Paper: https://arxiv.org/abs/2207.12393
- Code: https://github.com/CelebV-HQ/CelebV-HQ
- Tags: Dataset
Learning Dynamic Facial Radiance Fields for Few-Shot Talking Head Synthesis
- Paper: https://arxiv.org/abs/2207.11770
- Code: https://github.com/sstzal/DFRF
- Tags: Talking Head Synthesis
Responsive Listening Head Generation: A Benchmark Dataset and Baseline
Contrastive Monotonic Pixel-Level Modulation
AutoTransition: Learning to Recommend Video Transition Effects
Bringing Rolling Shutter Images Alive with Dual Reversed Distortion
Learning Object Placement via Dual-path Graph Completion
DeepMCBM: A Deep Moving-camera Background Model
Mind the Gap in Distilling StyleGANs
StyleSwap: Style-Based Generator Empowers Robust Face Swapping
- Paper: https://arxiv.org/abs/2209.13514
- Code: https://github.com/Seanseattle/StyleSwap
- Tags: Face Swapping
Geometric Representation Learning for Document Image Rectification
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/1698_ECCV_2022_paper.php
- Code: https://github.com/fh2019ustc/DocGeoNet
- Tags: Document Image Rectification
Studying Bias in GANs through the Lens of Race
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/2581_ECCV_2022_paper.php
- Tags: Racial Bias
On the Robustness of Quality Measures for GANs
- Paper: https://arxiv.org/abs/2201.13019
- Code: https://github.com/MotasemAlfarra/R-FID-Robustness-of-Quality-Measures-for-GANs
TREND: Truncated Generalized Normal Density Estimation of Inception Embeddings for GAN Evaluation
- Paper: https://www.ecva.net/papers/eccv_2022/papers_ECCV/html/3604_ECCV_2022_paper.php
- Tags: GAN Evaluation
Hallucinating Pose-Compatible Scenes
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