research
∙
08/13/2023
UGC Quality Assessment: Exploring the Impact of Saliency in Deep Feature-Based Quality Assessment
The volume of User Generated Content (UGC) has increased in recent years...
share
research
∙
06/16/2023
HiNeRV: Video Compression with Hierarchical Encoding based Neural Representation
Learning-based video compression is currently one of the most popular re...
research
∙
03/16/2023
LDMVFI: Video Frame Interpolation with Latent Diffusion Models
Existing works on video frame interpolation (VFI) mostly employ deep neu...
research
∙
10/03/2022
BVI-VFI: A Video Quality Database for Video Frame Interpolation
Video frame interpolation (VFI) is a fundamental research topic in video...
research
∙
07/17/2022
FloLPIPS: A Bespoke Video Quality Metric for Frame Interpoation
Video frame interpolation (VFI) serves as a useful tool for many video p...
research
∙
02/15/2022
Enhancing Deformable Convolution based Video Frame Interpolation with Coarse-to-fine 3D CNN
This paper presents a new deformable convolution-based video frame inter...
research
∙
02/15/2022
A Subjective Quality Study for Video Frame Interpolation
Video frame interpolation (VFI) is one of the fundamental research areas...
research
∙
11/30/2021
Spatio-Temporal Multi-Flow Network for Video Frame Interpolation
Video frame interpolation (VFI) is currently a very active research topi...
research
∙
06/01/2021
Analysis of Vision-based Abnormal Red Blood Cell Classification
Identification of abnormalities in red blood cells (RBC) is key to diagn...
research
∙
03/10/2021
Enhancing VMAF through New Feature Integration and Model Combination
VMAF is a machine learning based video quality assessment method, origin...
research
∙
02/26/2021
Texture-aware Video Frame Interpolation
Temporal interpolation has the potential to be a powerful tool for video...
research
∙
01/05/2021
Contextual colorization and denoising for low-light ultra high resolution sequences
Low-light image sequences generally suffer from spatio-temporal incohere...
research
∙
10/03/2020
A simulation environment for drone cinematography
In this paper, we present a workflow for the simulation of drone operati...
research
∙
07/24/2020
Artificial Intelligence in the Creative Industries: A Review
This paper reviews the current state of the art in Artificial Intelligen...
research
∙
05/07/2020
Deep Learning Framework for Detecting Ground Deformation in the Built Environment using Satellite InSAR data
The large volumes of Sentinel-1 data produced over Europe are being used...
research
∙
12/22/2019
Atmospheric turbulence removal using convolutional neural network
This paper describes a novel deep learning-based method for mitigating t...
research
∙
05/17/2019
A deep learning approach to detecting volcano deformation from satellite imagery using synthetic datasets
Satellites enable widespread, regional or global surveillance of volcano...
research
∙
04/01/2019
DefectNET: multi-class fault detection on highly-imbalanced datasets
As a data-driven method, the performance of deep convolutional neural ne...
research
∙
08/10/2018
