A survey of deep learning for alzheimer's disease

Q Zhou, J Wang, X Yu, S Wang, Y Zhang - Machine Learning and …, 2023 - mdpi.com
Alzheimer's and related diseases are significant health issues of this era. The
interdisciplinary use of deep learning in this field has shown great promise and gathered …

Review of AlexNet for Medical Image Classification

W Tang, J Sun, S Wang, Y Zhang - arXiv preprint arXiv:2311.08655, 2023 - arxiv.org
In recent years, the rapid development of deep learning has led to a wide range of
applications in the field of medical image classification. The variants of neural network …

Innovative Insights: A Review of Deep Learning Methods for Enhanced Video Compression

M Khadir, MF Hashmi, DM Kotambkar, A Gupta - IEEE Access, 2024 - ieeexplore.ieee.org
Video Compression (VC) is a significant aspect of multimedia technology, in which the goal
to minimize the size of video data, while also preserving its perceptual quality, for effective …

Accelerating QTMT-based CU partition and intra mode decision for versatile video coding

G Ding, X Lin, J Wang, D Ding - Journal of Visual Communication and …, 2023 - Elsevier
The H. 266/VVC achieves about 50% bitrate saving compared to its predecessor H.
265/HEVC at the expense of exponentially increased computational complexity. The most …

A method to reduce the intra-frame prediction complexity of HEVC based on D-CNN

T Wang, G Wei, H Li, TO Bui, Q Zeng, R Wang - Electronics, 2023 - mdpi.com
Among a series of video coding standards jointly developed by ITU-T, VCEG, and MPEG,
high-efficiency video coding (HEVC) is one of the most widely used video coding standards …

Network intrusion detection model based on neural network feature extraction and PSO-SVM

C Chen, X Xu, G Wang, L Yang - 2022 7th International …, 2022 - ieeexplore.ieee.org
Network intrusion detection system plays an important role in network security. Aiming at the
problem that it is difficult to extract subtle intrusion features in the process of intrusion …

Fast CU size decision and intra-prediction mode decision method for H. 266/VVC

M Li, Z Wang, Q Zhang - EURASIP Journal on Image and Video …, 2024 - Springer
Abstract H. 266/Versatile Video Coding (VVC) is the most recent video coding standard
developed by the Joint Video Experts Team (JVET). The quad-tree with nested multi-type …

Fast partition algorithm in depth map intra coding unit based on multi-deep convolution neural network

N Omran, A Maraoui, I Werda, B Hamdi - Journal of Real-Time Image …, 2024 - Springer
The three-dimension high-efficiency video coding standard (3D-HEVC) finalized comes with
a significant increase in complexity caused by the integration of depth map coding …

Ctu partition for intra-mode hevc using convolutional neural network

P Hari, V Jadhav, BKNS Rao - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
High Efficiency Video Coding (HEVC/H. 265) decreased bit rates by 50% compared to the
Advanced Video Coding (AVC/H. 264) standard. The HEVC Coding Tree Unit (CTU) …

KSVM-based Fast Intra Mode Prediction in HEVC using Statistical Features and Sparse Autoencoder

PS Nair, MS Nair - IEEE Access, 2024 - ieeexplore.ieee.org
High Efficiency Video Coding (HEVC) is designed to deliver a video communication with
better quality at reduced bit rate. For intra coding, HEVC employs an effective hierarchical …