Image inpainting based on deep learning: A review

Local2Global: Unsupervised multi-view deep graph representation learning with Nearest Neighbor Constraint

(2021) Xiaobo Zhang et al.   KNOWLEDGE-BASED SYSTEMS

Multi-scale generative adversarial inpainting network based on cross-layer attention transfer mechanism

(2020) Mingwen Shao et al.   KNOWLEDGE-BASED SYSTEMS

Controllable digital restoration of ancient paintings using convolutional neural network and nearest neighbor

(2020) Yuan Zeng et al.   PATTERN RECOGNITION LETTERS

Multi-granularity generative adversarial nets with reconstructive sampling for image inpainting

(2020) Liming Xu et al.   NEUROCOMPUTING

A robust and efficient image de-fencing approach using conditional generative adversarial networks

(2020) Divyanshu Gupta et al.   Signal Image and Video Processing

A deep learning approach for specular highlight removal from transmissive materials

(2020) Amanuel Hirpa Madessa et al.   EXPERT SYSTEMS

Multistage attention network for image inpainting

(2020) Ning Wang et al.   PATTERN RECOGNITION

PEPSI++: Fast and Lightweight Network for Image Inpainting

(2020) Yong-Goo Shin et al.   IEEE Transactions on Neural Networks and Learning Systems

CMC: A consensus multi-view clustering model for predicting Alzheimer’s disease progression

(2020) Xiaobo Zhang et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Learning Deep CNN Denoiser Priors for Depth Image Inpainting

(2019) Zun Li et al.   Applied Sciences-Basel

Shadow Inpainting and Removal Using Generative Adversarial Networks with Slice Convolutions

(2019) Jinjiang Wei et al.   COMPUTER GRAPHICS FORUM

Loss-Sensitive Generative Adversarial Networks on Lipschitz Densities

(2019) Guo-Jun Qi   INTERNATIONAL JOURNAL OF COMPUTER VISION

Gait recognition based on Wasserstein generating adversarial image inpainting network

(2019) Li-min Xia et al.   Journal of Central South University

High-Resolution Image Inpainting Based on Multi-Scale Neural Network

(2019) Tingzhu Sun et al.   Electronics

Face inpainting network for large missing regions based on weighted facial similarity

(2019) Jia Qin et al.   NEUROCOMPUTING

Using Deep Neural Networks for Inverse Problems in Imaging: Beyond Analytical Methods

(2018) Alice Lucas et al.   IEEE SIGNAL PROCESSING MAGAZINE

DeMeshNet: Blind Face Inpainting for Deep MeshFace Verification

(2018) Shu Zhang et al.   IEEE Transactions on Information Forensics and Security

Iterative applications of image completion with CNN-based failure detection

(2018) Takahiro Tanaka et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

Deep Learning for Computer Vision: A Brief Review

(2018) Athanasios Voulodimos et al.   Computational Intelligence and Neuroscience

Deep Learning in Image Cytometry: A Review

(2018) Anindya Gupta et al.   CYTOMETRY PART A

Gradient-aware blind face inpainting for deep face verification

(2018) Fuzhang Wu et al.   NEUROCOMPUTING

Multi-scale semantic image inpainting with residual learning and GAN

(2018) Libin Jiao et al.   NEUROCOMPUTING

Inpainting of Remote Sensing SST Images With Deep Convolutional Generative Adversarial Network

(2018) Junyu Dong et al.   IEEE Geoscience and Remote Sensing Letters

Context-Aware Semantic Inpainting

(2018) Haofeng Li et al.   IEEE Transactions on Cybernetics

SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation

(2017) Vijay Badrinarayanan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A critical survey of state-of-the-art image inpainting quality assessment metrics

(2017) Muhammad Ali Qureshi et al.   JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

A deep cascade of neural networks for image inpainting, deblurring and denoising

(2017) Guoping Zhao et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Image de-fencing framework with hybrid inpainting algorithm

(2016) Muhammad Shahid Farid et al.   Signal Image and Video Processing

Deep learning

(2015) Yann LeCun et al.   NATURE

Blind inpainting using the fully convolutional neural network

(2015) Nian Cai et al.   VISUAL COMPUTER

Image Inpainting : Overview and Recent Advances

(2013) Christine Guillemot et al.   IEEE SIGNAL PROCESSING MAGAZINE

Fast and Accurate Matrix Completion via Truncated Nuclear Norm Regularization

(2013) Yao Hu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Perception-oriented video coding based on image analysis and completion: A review

(2012) P. Ndjiki-Nya et al.   SIGNAL PROCESSING-IMAGE COMMUNICATION

A Comprehensive Framework for Image Inpainting

(2010) Aurélie Bugeau et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Sparse Representation for Color Image Restoration

(2007) Julien Mairal et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING