BL-JUNIPER: A CNN-assisted framework for perceptual video coding leveraging block-level JND
Just Noticeable Distortion (JND) finds the minimum distortion level perceivable by humans.
This can be a natural solution for setting the compression for each video region in …
This can be a natural solution for setting the compression for each video region in …
A survey on just noticeable distortion estimation and its applications in video coding
G Wang, H Wang, H Li, L Yu, H Yin, H Xu, Z Ye… - Journal of Visual …, 2024 - Elsevier
With the develo** explosion in video data delivery, perceptual video coding (PVC) plays
an increasingly significant role in video compression. The just noticeable distortion (JND) …
an increasingly significant role in video compression. The just noticeable distortion (JND) …
MTJND: Multi-task deep learning framework for improved JND prediction
The limitation of the Human Visual System (HVS) in perceiving small distortions allows us to
lower the bitrate required to achieve a certain visual quality. Predicting and applying the Just …
lower the bitrate required to achieve a certain visual quality. Predicting and applying the Just …
Lightweight Multitask Learning for Robust JND Prediction using Latent Space and Reconstructed Frames
The Just Noticeable Difference (JND) refers to the smallest distortion in an image or video
that can be perceived by Human Visual System (HVS), and is widely used in optimizing …
that can be perceived by Human Visual System (HVS), and is widely used in optimizing …
Saliency-enabled coding unit partitioning and quantization control for versatile video coding
The latest video coding standard, versatile video coding (VVC), has greatly improved coding
efficiency over its predecessor standard high efficiency video coding (HEVC), but at the …
efficiency over its predecessor standard high efficiency video coding (HEVC), but at the …
Perceptual VVC quantization refinement with ensemble learning
Compressing videos while maintaining an acceptable level of Quality of Experience (QoE) is
indispensable. To this aim, a feasible method is to further increase the Quantization …
indispensable. To this aim, a feasible method is to further increase the Quantization …
Fast CU partition decision strategy based on human visual system perceptual quality
J Zhao, T Cui, Q Zhang - IEEE Access, 2021 - ieeexplore.ieee.org
A fast Coding Unit (CU) partition decision strategy based on Human Visual System (HVS)
perception quality is proposed in this paper. Considering that it is difficult for existing fast …
perception quality is proposed in this paper. Considering that it is difficult for existing fast …
NCOD: Near-Optimum Video Compression for Object Detection
With the emergence of technologies like smart cities, Internet of things (IoT), and 5G, the
amount of produced visual data at the edges and remote nodes has exploded. Since for a …
amount of produced visual data at the edges and remote nodes has exploded. Since for a …
Task Oriented Video Coding: A Survey
D Wood - arxiv preprint arxiv:2208.07313, 2022 - arxiv.org
Video coding technology has been continuously improved for higher compression ratio with
higher resolution. However, the state-of-the-art video coding standards, such as H …
higher resolution. However, the state-of-the-art video coding standards, such as H …
[PDF][PDF] Video perception enhancement using effective encoding optimization in future generation wireless network
AKB Thulajanaik, N Manjanaik - The Indonesian Journal …, 2023 - pdfs.semanticscholar.org
The cumulative effects of network transmission link imperfections and realtime limitations of
video data result in multiple challenges for video transmission in massive millimeter wave …
video data result in multiple challenges for video transmission in massive millimeter wave …