3D visual saliency and convolutional neural network for blind mesh quality assessment

I Abouelaziz, A Chetouani, M El Hassouni… - Neural Computing and …, 2020 - Springer
A number of full reference and reduced reference methods have been proposed in order to
estimate the perceived visual quality of 3D meshes. However, in most practical situations …

Quality Prediction of AI Generated Images and Videos: Emerging Trends and Opportunities

A Ghildyal, Y Chen, S Zadtootaghaj, N Barman… - arXiv preprint arXiv …, 2024 - arxiv.org
The advent of AI has influenced many aspects of human life, from self-driving cars and
intelligent chatbots to text-based image and video generation models capable of creating …

Automated visual quality assessment for virtual and augmented reality based digital twins

B Roullier, F McQuade, A Anjum, C Bower… - Journal of Cloud …, 2024 - Springer
Virtual and augmented reality digital twins are becoming increasingly prevalent in a number
of industries, though the production of digital-twin systems applications is still prohibitively …

Robust and fast 3-D saliency mapping for industrial modeling applications

G Arvanitis, AS Lalos… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
New generation 3-D scanning technologies are expected to create a revolution at the
Industry 4.0, facilitating a large number of virtual manufacturing tools and systems. Such …

Geo-metric: A Perceptual Dataset of Distortions on Faces

K Wolski, L Trutoiu, Z Dong, Z Shen… - ACM Transactions on …, 2022 - dl.acm.org
In this work we take a novel perception-centered approach to quantify distortions on 3D
geometry of faces, to which humans are particularly sensitive. We generated a dataset …

A novel spatial pooling method for 3D mesh quality assessment based on percentile weighting strategy

X Feng, W Wan, RY Da Xu, S Perry, P Li, S Zhu - Computers & Graphics, 2018 - Elsevier
Most of existing mesh quality assessment metrics consist of a similar two-stage computation
process: first constructing a quality map by comparing the local regions between reference …

A saliency aware CNN-based 3D model simplification and compression framework for remote inspection of heritage sites

S Nousias, G Arvanitis, AS Lalos, G Pavlidis… - IEEE …, 2020 - ieeexplore.ieee.org
Nowadays, the preservation and maintenance of historical objects is the main priority in the
area of the heritage culture. The new generation of 3D scanning devices and the new assets …

A blind 3d point cloud watermarking algorithm based on azimuth angle modulation

J Liu, Y Yang, D Ma - 2018 11th International Congress on …, 2018 - ieeexplore.ieee.org
A new blind watermarking algorithm of 3D point cloud model by using azimuth angle
modulation is proposed. The concave vertices with mean curvature lesser than 0 are used …

A new mesh visual quality metric using saliency weighting-based pooling strategy

X Feng, W Wan, RY Da Xu, S Perry, S Zhu, Z Liu - Graphical Models, 2018 - Elsevier
Several metrics have been proposed to assess the visual quality of 3D triangular meshes
during the last decade. In this paper, we propose a mesh visual quality metric by integrating …

Spectral Processing and Optimization of Static and Dynamic 3D Geometries

G Arvanitis - arXiv preprint arXiv:2107.07379, 2021 - arxiv.org
Geometry processing of 3D objects is of primary interest in many areas of computer vision
and graphics, including robot navigation, 3D object recognition, classification, feature …