Issue 4/2021
Special Issue on Deep Learning for Emerging Big Multimedia Super-Resolution
Content (21 Articles)
Special issue on deep learning for emerging big multimedia super-resolution
Valerio Bellandi, Abdellah Chehri, Salvatore Cuomo, Gwanggil Jeon
Multi-feature-based crowd video modeling for visual event detection
Habib Ullah, Ihtesham Ul Islam, Mohib Ullah, Muhammad Afaq, Sultan Daud Khan, Javed Iqbal
The state of the art of deep learning models in medical science and their challenges
Chandradeep Bhatt, Indrajeet Kumar, V. Vijayakumar, Kamred Udham Singh, Abhishek Kumar
Image super-resolution model using an improved deep learning-based facial expression analysis
Pyoung Won Kim
An image classification model based on transfer learning for ulcerative proctitis
Feng Zeng, Xingcun Li, Xiaoheng Deng, Lan Yao, Guanghui Lian
FU-Net: fast biomedical image segmentation model based on bottleneck convolution layers
Bekhzod Olimov, Karshiev Sanjar, Sadia Din, Awaise Ahmad, Anand Paul, Jeonghong Kim
Robust image steganography approach based on RIWT-Laplacian pyramid and histogram shifting using deep learning
Arunkumar Sukumar, V. Subramaniyaswamy, Logesh Ravi, V. Vijayakumar, V. Indragandhi
Foreground detection using motion histogram threshold algorithm in high-resolution large datasets
Fakhri Alam Khan, Muhammad Nawaz, Muhammad Imran, Arif Ur Rahman, Fawad Qayum
Habitat mapping using deep neural networks
Muhammad Yasir, Arif Ur Rahman, Moneeb Gohar
An efficient 2D encoding/decoding technique for optical communication system based on permutation vectors theory
Hassan Yousif Ahmed, Medien Zeghid, Waqas A. Imtiaz, Teena Sharma, Abdellah Chehri
PFIMD: a parallel MapReduce-based algorithm for frequent itemset mining
Mao Yimin, Geng Junhao, Deborah Simon Mwakapesa, Yaser Ahangari Nanehkaran, Zhang Chi, Deng Xiaoheng, Chen Zhigang
A TextCNN and WGAN-gp based deep learning frame for unpaired text style transfer in multimedia services
Mingxuan Hu, Min He, Wei Su, Abdellah Chehri
An effective security assessment approach for Internet banking services via deep analysis of multimedia data
Sana Khattak, Sadeeq Jan, Iftikhar Ahmad, Zahid Wadud, Fazal Qudus Khan
Pupil detection schemes in human eye: a review
Nasro Min-Allah, Farmanullah Jan, Saleh Alrashed
Deep corner prediction to rectify tilted license plate images
Hojin Yoo, Kyungkoo Jun
Blockchain-enabled supply chain: analysis, challenges, and future directions
Sohail Jabbar, Huw Lloyd, Mohammad Hammoudeh, Bamidele Adebisi, Umar Raza
Bayer image demosaicking and denoising based on specialized networks using deep learning
Alaa O. Khadidos, Adil O. Khadidos, Fazal Qudus Khan, Georgios Tsaramirsis, Awais Ahmad
Multi-scale skip-connection network for image super-resolution
Jing Liu, Jianhui Ge, Yuxin Xue, Wenjuan He, Qindong Sun, Shancang Li
A novel AFNCS algorithm for super-resolution SAR in curve trajectory
Tan Qu, Yan Zhang, Jiaji Wu
LMSN:a lightweight multi-scale network for single image super-resolution
Yiye Zou, Xiaomin Yang, Marcelo Keese Albertini, Farhan Hussain
A traffic flow estimation method based on unsupervised change detection
Ying Zhou, Yu Lei, Shenghui Yang, Tao Shao, Dayong Tian, Jiao Shi