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Special Issue: Recent Achievements in Multimedia Data Processing

Guest Editors

Prof. Zhaoqing Pan
School of Computer and Software Nanjing University of Information Science and Technology, China
Email: zhaoqingpan@nuist.edu.cn


Prof. Vidyasagar Potdar
Blockchain R&D Laboratory, Curtin University, Australia
Email: v.potdar@curtin.edu.au


Dr. Biao Song
School of Computer and Software Nanjing University of Information Science and Technology, China
Email: bsong@nuist.edu.cn


Manuscript Topics

With the rapid development of information technology, multimedia data has been widely used in our daily life such as image and video. Before these multimedia data using for multimedia devices, they need to be processed. For example, the raw image/video should be compressed before transiting, while the visual quality of compressed image/video is degraded. In order to increase the visual quality of compressed multimedia data, the quality enhancement operation should be performed. Hence, the multimedia processing methods are quite important for multimedia data application.


Moreover, with the development of internet technology, the multimedia data has been widely adopted in multimedia devices, such as video surveillance, webcast, and so on. For multimedia data security, the sensitive multimedia data needs to be protected before transmission. Data encryption is an efficient way to achieve this purpose. Compared with the text and binary data, the multimedia data has huge volume, and requires real-time processing, hence, the efficient video encryption algorithms should be designed for multimedia data security.


This special issue in Mathematical Biosciences and Engineering focuses on the theoretical and practical design issues of multimedia data processing. Our aim is to bring together researchers, industry practitioners, and individuals working on the related areas to share their new ideas, latest findings, and state-of-the-art achievements with others. This will provide readers with a clear understanding of the recent achievements on multimedia data processing.


The topics of interest include, but are not limited to:
• Advanced algorithm for multimedia data compression
• Advanced algorithm for multimedia quality enhancement
• Advanced algorithm for multimedia data quality assessment
• Advanced image/video super-resolution algorithms
• Advanced algorithm for image/video analysis and segmentation
• Advanced algorithm for image/video Interpretation and understanding
• Advanced algorithm for image/video detection, recognition, and classification
• Advanced algorithm for image/video labeling and retrieval
• Advanced multimedia data transmission security algorithms
• Advanced multimedia data hiding algorithms
• Advanced threat detection algorithms for multimedia broadcasting system
• Advanced algorithms for multimedia authentication and encryption
• Advanced algorithms for multimedia data copyright protection
• Advanced algorithms for multimedia data watermarking
• Advanced multimedia data privacy protection algorithms
• Artificial intelligence for multimedia data processing


Instructions for authors
https://www.aimspress.com/mbe/news/solo-detail/instructionsforauthors
Please submit your manuscript to online submission system
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Paper Submission

All manuscripts will be peer-reviewed before their acceptance for publication. The deadline for manuscript submission is 15 September 2020

Published Papers(15)

Research article
Parallel label propagation algorithm based on weight and random walk
Meili Tang Qian Pan Yurong Qian Yuan Tian Najla Al-Nabhan Xin Wang
2021, Volume 18, Issue 2: 1609-1628. doi: 10.3934/mbe.2021083
Abstract HTML PDF Viewed (3544)
Research article
Visual attentional-driven deep learning method for flower recognition
Shuai Cao Biao Song
2021, Volume 18, Issue 3: 1981-1991. doi: 10.3934/mbe.2021103
Abstract HTML PDF Cited (9) Viewed (4987)
Research article
Generative adversarial network based data augmentation to improve cervical cell classification model
Suxiang Yu Shuai Zhang Bin Wang Hua Dun Long Xu Xin Huang Ermin Shi Xinxing Feng
2021, Volume 18, Issue 2: 1740-1752. doi: 10.3934/mbe.2021090
Abstract HTML PDF Cited (24) Viewed (4318)
Research article
A visually secure image encryption method based on integer wavelet transform and rhombus prediction
Xianyi Chen Mengling Zou Bin Yang Zhenli Wang Nannan Wu Lili Qi
2021, Volume 18, Issue 2: 1722-1739. doi: 10.3934/mbe.2021089
Abstract HTML PDF Cited (10) Viewed (3070)
Research article
How to construct low-altitude aerial image datasets for deep learning
Xin Shu Xin Cheng Shubin Xu Yunfang Chen Tinghuai Ma Wei Zhang
2021, Volume 18, Issue 2: 986-999. doi: 10.3934/mbe.2021053
Abstract HTML PDF Cited (3) Viewed (5119)
Research article
An end-to-end stereo matching algorithm based on improved convolutional neural network
Yan Liu Bingxue Lv Yuheng Wang Wei Huang
2020, Volume 17, Issue 6: 7787-7803. doi: 10.3934/mbe.2020396
Abstract HTML PDF Cited (3) Viewed (4804)
Research article
Retinal blood vessel segmentation from fundus image using an efficient multiscale directional representation technique Bendlets
Rafsanjany Kushol Md. Hasanul Kabir M. Abdullah-Al-Wadud Md Saiful Islam
2020, Volume 17, Issue 6: 7751-7771. doi: 10.3934/mbe.2020394
Abstract HTML PDF Cited (10) Viewed (5555)
Research article
Multi-population cooperative evolution-based image segmentation algorithm for complex helical surface image
Jiande Zhang Chenrong Huang Ying Huo Zhan Shi Tinghuai Ma
2020, Volume 17, Issue 6: 7544-7561. doi: 10.3934/mbe.2020385
Abstract HTML PDF Cited (1) Viewed (3542)
Research article
Multi-source remote sensing image classification based on two-channel densely connected convolutional networks
Haifeng Song Weiwei Yang Songsong Dai Haiyan Yuan
2020, Volume 17, Issue 6: 7353-7377. doi: 10.3934/mbe.2020376
Abstract HTML PDF Cited (7) Viewed (4546)
Research article
Spatial general autoregressive model-based image interpolation accommodates arbitrary scale factors
Yuntao Hu Fei Hao Chao Meng Lili Sun Dashuai Xu Tianqi Zhang
2020, Volume 17, Issue 6: 6573-6600. doi: 10.3934/mbe.2020343
Abstract HTML PDF Cited (1) Viewed (3887)
Research article
Research on land use classification of hyperspectral images based on multiscale superpixels
Hua Wang Weiwei Li Wei Huang Jiqiang Niu Ke Nie
2020, Volume 17, Issue 5: 5099-5119. doi: 10.3934/mbe.2020275
Abstract HTML PDF Cited (6) Viewed (4266)
Research article
Identifying VoIP traffic in VPN tunnel via Flow Spatio-Temporal Features
Faiz Ul Islam Guangjie Liu Weiwei Liu
2020, Volume 17, Issue 5: 4747-4772. doi: 10.3934/mbe.2020260
Abstract HTML PDF Cited (8) Viewed (6678)
Research article
A compressed secret image sharing method with shadow image verification capability
Guozheng Yang Lintao Liu Xuehu Yan
2020, Volume 17, Issue 4: 4295-4316. doi: 10.3934/mbe.2020237
Abstract HTML PDF Cited (2) Viewed (4157)
Research article
Image edge detection based on singular value feature vector and gradient operator
Jiali Tang Yan Wang Chenrong Huang Huangxiaolie Liu Najla Al-Nabhan
2020, Volume 17, Issue 4: 3721-3735. doi: 10.3934/mbe.2020209
Abstract HTML PDF Cited (19) Viewed (5331)
Research article
Topic-based automatic summarization algorithm for Chinese short text
Tinghuai Ma Hongmei Wang Yuwei Zhao Yuan Tian Najla Al-Nabhan
2020, Volume 17, Issue 4: 3582-3600. doi: 10.3934/mbe.2020202
Abstract HTML PDF Cited (4) Viewed (4390)