Artificial intelligence in the creative industries: a review

N Anantrasirichai, D Bull - Artificial intelligence review, 2022 - Springer
This paper reviews the current state of the art in artificial intelligence (AI) technologies and
applications in the context of the creative industries. A brief background of AI, and …

Computer vision applications in construction: Current state, opportunities & challenges

S Paneru, I Jeelani - Automation in Construction, 2021 - Elsevier
Thousands of images and videos are collected from construction projects during
construction. These contain valuable data that, if harnessed efficiently, can help automate or …

Make-a-scene: Scene-based text-to-image generation with human priors

O Gafni, A Polyak, O Ashual, S Sheynin… - … on Computer Vision, 2022 - Springer
Recent text-to-image generation methods provide a simple yet exciting conversion capability
between text and image domains. While these methods have incrementally improved the …

Gaussian head avatar: Ultra high-fidelity head avatar via dynamic gaussians

Y Xu, B Chen, Z Li, H Zhang, L Wang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Creating high-fidelity 3D head avatars has always been a research hotspot but there
remains a great challenge under lightweight sparse view setups. In this paper we propose …

Gram: Generative radiance manifolds for 3d-aware image generation

Y Deng, J Yang, J Xiang… - Proceedings of the IEEE …, 2022 - openaccess.thecvf.com
Abstract 3D-aware image generative modeling aims to generate 3D-consistent images with
explicitly controllable camera poses. Recent works have shown promising results by training …

Im avatar: Implicit morphable head avatars from videos

Y Zheng, VF Abrevaya, MC Bühler… - Proceedings of the …, 2022 - openaccess.thecvf.com
Traditional 3D morphable face models (3DMMs) provide fine-grained control over
expression but cannot easily capture geometric and appearance details. Neural volumetric …

Learning an animatable detailed 3D face model from in-the-wild images

Y Feng, H Feng, MJ Black, T Bolkart - ACM Transactions on Graphics …, 2021 - dl.acm.org
While current monocular 3D face reconstruction methods can recover fine geometric details,
they suffer several limitations. Some methods produce faces that cannot be realistically …

Pose-controllable talking face generation by implicitly modularized audio-visual representation

H Zhou, Y Sun, W Wu, CC Loy… - Proceedings of the …, 2021 - openaccess.thecvf.com
While accurate lip synchronization has been achieved for arbitrary-subject audio-driven
talking face generation, the problem of how to efficiently drive the head pose remains …

Neural head avatars from monocular rgb videos

PW Grassal, M Prinzler, T Leistner… - Proceedings of the …, 2022 - openaccess.thecvf.com
Abstract We present Neural Head Avatars, a novel neural representation that explicitly
models the surface geometry and appearance of an animatable human avatar that can be …

Lips don't lie: A generalisable and robust approach to face forgery detection

A Haliassos, K Vougioukas… - Proceedings of the …, 2021 - openaccess.thecvf.com
Although current deep learning-based face forgery detectors achieve impressive
performance in constrained scenarios, they are vulnerable to samples created by unseen …