Image inpainting based on deep learning: A review

X Zhang, D Zhai, T Li, Y Zhou, Y Lin - Information Fusion, 2023 - Elsevier
Image inpainting is an important research direction in the study of computer vision, and is
widely used in image editing and photo inpainting etc. Traditional image inpainting …

Biometrics in the era of COVID-19: challenges and opportunities

M Gomez-Barrero, P Drozdowski… - … on Technology and …, 2022 - ieeexplore.ieee.org
Since early 2020, the COVID-19 pandemic has had a considerable impact on many aspects
of daily life. A range of different measures have been implemented worldwide to reduce the …

Innovating with artificial intelligence: capturing the constructive functional capabilities of deep generative learning

P Hofmann, T Rückel, N Urbach - 2021 - scholarspace.manoa.hawaii.edu
As an emerging species of artificial intelligence, deep generative learning models can
generate an unprecedented variety of new outputs. Examples include the creation of music …

Image inpainting based on GAN-driven structure-and texture-aware learning with application to object removal

CH Yeh, HF Yang, MJ Chen, LW Kang - Applied Soft Computing, 2024 - Elsevier
In this paper, a novel deep learning-based image inpainting framework consisting of
restoring image structure and reconstructing image details from corrupted images is …

3DFaceFill: an analysis-by-synthesis approach to face completion

R Dey, VN Boddeti - Proceedings of the IEEE/CVF Winter …, 2022 - openaccess.thecvf.com
Existing face completion solutions are primarily driven by end-to-end models that directly
generate 2D completions of 2D masked faces. By having to implicitly account for geometric …

Yüz Görüntülerinde Derin Üretken Modeller ile Anlamsal Görüntü Tamamlama

İ Çınar - 2023 - acikerisim.selcuk.edu.tr
Özet Son zamanlarda, derin öğrenme temelli birçok yaklaşım, görüntü sınıflandırması, nesne
algılama, biyometrik tanı, görüntü tamamlama veya iç boyama, anlamsal ve örnek bölütleme …

Self-Supervised Adversarial Shape Completion

T Peters, K Schindler… - ISPRS Annals of the …, 2022 - repo.uni-hannover.de
The goal of this paper is 3D shape completion: given an incomplete instance of a known
category, hallucinate a complete version of it that is geometrically plausible. We develop an …

A Method for Human Facial Image Annotation on Low Power Consumption Autonomous Devices

T Hachaj - Sensors, 2020 - mdpi.com
This paper proposes a classifier designed for human facial feature annotation, which is
capable of running on relatively cheap, low power consumption autonomous microcomputer …