Jpeg aic-3 dataset: towards defining the high quality to nearly visually lossless quality range

M Testolina, V Hosu, M Jenadeleh… - … on Quality of …, 2023 - ieeexplore.ieee.org
Visual data play a crucial role in modern society, and the rate at which images and videos
are acquired, stored, and exchanged every day is rapidly increasing. Image compression is …

Performance evaluation of jpeg standards, webp and png in terms of compression ratio and time for lossless encoding

E Öztürk, A Mesut - 2021 6th International Conference on …, 2021 - ieeexplore.ieee.org
Still images have a significant share in the data created today. These images take up a lot of
space in their raw form. Image compression algorithms provide a much smaller …

Mitigating Challenges of the Space Environment for Onboard Artificial Intelligence: Design Overview of the Imaging Payload on SpIRIT

MO Del Castillo, J Morgan, J Mcrobbie… - Proceedings of the …, 2024 - openaccess.thecvf.com
Artificial intelligence (AI) and autonomous edge computing in space are emerging areas of
interest to augment capabilities of nanosatellites where modern sensors generate orders of …

msLPCC: A Multimodal-Driven Scalable Framework for Deep LiDAR Point Cloud Compression

M Wang, R Huang, H Dong, D Lin, Y Song… - Proceedings of the AAAI …, 2024 - ojs.aaai.org
LiDAR sensors are widely used in autonomous driving, and the growing storage and
transmission demands have made LiDAR point cloud compression (LPCC) a hot research …

Practical learned lossless jpeg recompression with multi-level cross-channel entropy model in the dct domain

L Guo, X Shi, D He, Y Wang, R Ma… - Proceedings of the …, 2022 - openaccess.thecvf.com
JPEG is a popular image compression method widely used by individuals, data center,
cloud storage and network filesystems. However, most recent progress on image …

JPEG and BPG visually lossless image compression via KonJND-1k database

BP Bondžulić, NM Stojanović, VV Lukin… - Vojnotehnički glasnik …, 2024 - aseestant.ceon.rs
Sažetak Uvod/cilj: U ovom radu predstavljeni su rezultati istraživanja kompresije bez gubitka
vizuelnih informacija. Ona je od posebnog značaja jer se njome ostvaruje visok stepen …

A comparative study on lossless compression mode in webp, better portable graphics (bpg), and jpeg xl image compression algorithms

TH Mandeel, MI Ahmad, NAA Khalid… - 2021 8th International …, 2021 - ieeexplore.ieee.org
On daily basis, millions of images related to the fields of medicine, astronomy, and remote
sensing are generated. According to the sensitivity of the information, the generated images …

Comprehensive assessment of image compression algorithms

M Testolina, E Upenik… - Applications of Digital …, 2020 - spiedigitallibrary.org
JPEG image coding standard has been a dominant format in a wide range of applications in
soon three decades since it has been released as an international standard. The landscape …

Efficient Learned Lossless JPEG Recompression

L Guo, Y Wang, T Xu, J Luo, D He, Z Ji, S Wang… - arXiv preprint arXiv …, 2023 - arxiv.org
JPEG is one of the most popular image compression methods. It is beneficial to compress
those existing JPEG files without introducing additional distortion. In this paper, we propose …

Denoising-based image compression for connectomics

D Minnen, M Januszewski, T Blakely, A Shapson-Coe… - bioRxiv, 2021 - biorxiv.org
Connectomic reconstruction of neural circuits relies on nanometer resolution microscopy
which produces on the order of a petabyte of imagery for each cubic millimeter of brain …