Robust image completion via deep feature transformations

J Jiang, HM Kasem, KW Hung - IEEE Access, 2019 - ieeexplore.ieee.org
… In this paper, we have reported and described a novel robust image completion network
using deep feature transformation framework for simultaneous geometric corrections and …

Robust image completion and masking with application to robotic bin picking

S Lee, NU Islam, S Lee - Robotics and Autonomous Systems, 2020 - Elsevier
… In this paper, we proposed a deep learning network for robust image completion and
masking: CM-GAN. CM-GAN is configured with two auto-encoders playing a role of generators …

Globally and locally consistent image completion

S Iizuka, E Simo-Serra, H Ishikawa - ACM Transactions on Graphics …, 2017 - dl.acm.org
image completion that results in images that are both locally and globally consistent. With a
fully-convolutional neural network, we can completeImage repairing: robust image synthesis …

Image completion using planar structure guidance

JB Huang, SB Kang, N Ahuja, J Kopf - ACM Transactions on graphics …, 2014 - dl.acm.org
… From these examples of realistic scenes, we can see that our image completion
algorithm is robust to deviations from perfectly textured planar surfaces. In other words, our …

A non-local method for robust noisy image completion

W Li, L Zhao, D Xu, D Lu - Computer Vision–ECCV 2014: 13th European …, 2014 - Springer
… We propose a robust and accurate noisy image completion algorithm which fills the missing
values and removes the noise in an damaged image simultaneously. Our algorithm follows …

Realfill: Reference-driven generation for authentic image completion

L Tang, N Ruiz, Q Chu, Y Li, A Holynski… - ACM Transactions on …, 2024 - dl.acm.org
… , or image styles. Once personalized, RealFill is able to complete a target image with visually
… We evaluate RealFill on a new image completion benchmark that covers a set of diverse …

Image completion using global optimization

N Komodakis - 2006 IEEE Computer Society Conference on …, 2006 - ieeexplore.ieee.org
… -based approach for image completion is proposed which … methods, we pose image
completion as a discrete global … to image completion but also to texture synthesis and image

Vcnet: A robust approach to blind image inpainting

Y Wang, YC Chen, X Tao, J Jia - … Conference, Glasgow, UK, August 23–28 …, 2020 - Springer
… Extensive experiments show that our method is effective and robust in blind image … VCN
is robust to blind image inpainting in the given relativistic generalized setting. Its robustness is …

Robust quaternion matrix completion with applications to image inpainting

Z Jia, MK Ng, GJ Song - Numerical Linear Algebra with …, 2019 - Wiley Online Library
… Numerical results of robust color image completion are given to show that the … image
inpainting methods,10, 11 the tensor-based completion method,13 and the quaternion completion

Robust image translation and completion based on dual auto-encoder with bidirectional latent space regression

S Lee, NU Islam - IEEE Access, 2019 - ieeexplore.ieee.org
… ; we need an efficient yet robust way of estimating a correct … robust and bidirectional image
translation capability of the proposed BA-DualAE to make direct yet robust image completion