Volume 81, Issue 24 | Multimedia Tools and Applications

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Volume 81, Issue 24

October 2022

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65 articles in this issue

Deep Pattern Discovery for Big Multimedia Data

Editorial Note 15 September 2022 Pages: 34167 - 34167
Self-paced hybrid dilated convolutional neural networks
Wenzhen Zhang
Guangquan Lu
Yonggang Li
OriginalPaper 26 September 2020 Pages: 34169 - 34181
Graph convolutional networks of reconstructed graph structure with constrained Laplacian rank
Mengmeng Zhan
Jiangzhang Gan
Yingying Wan
OriginalPaper 12 October 2020 Pages: 34183 - 34194
Eliminating cross-camera bias for vehicle re-identification
Jinjia Peng
Guangqi Jiang
Xianping Fu
OriginalPaper 27 October 2020 Pages: 34195 - 34211
CAESAR: concept augmentation based semantic representation for cross-modal retrieval
Lei Zhu
Jiayu Song
Jun Long
OriginalPaper 30 October 2020 Pages: 34213 - 34243
Enhancing pencil drawing patterns via using semantic information
Teng Li
Jianyu Xie
Shijie Hao
1168: Deep Pattern Discovery for Big Multimedia Data 26 May 2021 Pages: 34245 - 34262
Graph learning in low dimensional space for graph convolutional networks
Beixian Zhang
Meiling Liu
Xingyi Liu
1168: Deep Pattern Discovery for Big Multimedia Data 28 May 2021 Pages: 34263 - 34279
Weak texture information map guided image super-resolution with deep residual networks
Bo Fu
Liyan Wang
Yonggong Ren
1168: Deep Pattern Discovery for Big Multimedia Data 12 June 2021 Pages: 34281 - 34294
GCA-Net: Gait contour automatic segmentation model for video gait recognition
Jun Luo
Haonan Wu
Tao Yang
1168: Deep Pattern Discovery for Big Multimedia Data 27 July 2021 Pages: 34295 - 34307
Deep boundary-aware clustering by jointly optimizing unsupervised representation learning
Ru Wang
Lin Li
Peiyu Liu
1168: Deep Pattern Discovery for Big Multimedia Data 24 January 2022 Pages: 34309 - 34324
MSANet: Multi-scale attention networks for image classification
Ping Cao
Fangxin Xie
Jianfeng Zhang
1168: Deep Pattern Discovery for Big Multimedia Data 13 May 2022 Pages: 34325 - 34344
Research of image recognition method based on enhanced inception-ResNet-V2
Cheng Peng
Yikun Liu
Qing Chen
1168: Deep Pattern Discovery for Big Multimedia Data 13 May 2022 Pages: 34345 - 34365
Multi-grained encoding and joint embedding space fusion for video and text cross-modal retrieval
Xiaotao Cui
Jing Xiao
Jia Zhu
1168: Deep Pattern Discovery for Big Multimedia Data 30 May 2022 Pages: 34367 - 34386
A robust registration algorithm based on salient object detection
Runzhao Yao
Shaoyi Du
Wenting Cui
1168: Deep Pattern Discovery for Big Multimedia Data 21 June 2022 Pages: 34387 - 34400
Two-step learning for crowdsourcing data classification
Hao Yu
Jiaye Li
Lei Zhu
1168: Deep Pattern Discovery for Big Multimedia Data 09 July 2022 Pages: 34401 - 34416
Banner layout retargeting with hierarchical reinforcement learning and variational autoencoder
Hao Hu
Chao Zhang
Yanxue Liang
1168: Deep Pattern Discovery for Big Multimedia Data 12 August 2022 Pages: 34417 - 34438
1174: futuristic trends and innovations in multimedia systems using big data, IoT and cloud technologies (FTIMS)
Pradeep Kumar Singh
Bharat Bhargava
Pelin Angin
Guest Editorial 06 September 2022 Pages: 34439 - 34445
Natural disasters management using social internet of things
Abhilasha Rangra
Vivek Kumar Sehgal
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 03 January 2022 Pages: 34447 - 34461
Removal of impulse noise for multimedia-IoT applications at gateway level
Amarjit Roy
Shuvabrata Bandopadhaya
Ashok Suhag
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 08 January 2022 Pages: 34463 - 34480
Hidden Markov Model for short term churn forecast in the structured overlay networks
Ramanpreet Kaur
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 19 January 2022 Pages: 34481 - 34499
An auto-scaling mechanism for cloud-based multimedia storage systems: a fuzzy-based elastic controller
Mostafa Ghobaei-Arani
Maryam Rezaei
Alireza Souri
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 14 May 2021 Pages: 34501 - 34523
An AI-based Approach for Improved Sign Language Recognition using Multiple Videos
Cameron Dignan
Eliud Perez
Addison Clark
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 28 February 2022 Pages: 34525 - 34546
A lightweight image encryption scheme based on chaos and diffusion circuit
Bhaskar Mondal
Jyoti Prakash Singh
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 08 January 2022 Pages: 34547 - 34571
Part of 1 collection:

Computer Science SDG 7: Affordable and Clean Energy
Fiber Bragg grating sensors driven structural health monitoring by using multimedia-enabled iot and big data technology
Ambarish G. Mohapatra
Jaideep Talukdar
Deepak Gupta
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 03 January 2022 Pages: 34573 - 34593
Integrating big data driven sentiments polarity and ABC-optimized LSTM for time series forecasting
Raghavendra Kumar
Pardeep Kumar
Yugal Kumar
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 12 May 2021 Pages: 34595 - 34614
Rumour detection using deep learning and filter-wrapper feature selection in benchmark twitter dataset
Akshi Kumar
M. P. S. Bhatia
Saurabh Raj Sangwan
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 20 August 2021 Pages: 34615 - 34632
Human activity recognition by combining external features with accelerometer sensor data using deep learning network model
Neeraj Varshney
Brijesh Bakariya
Manish Khare
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 02 January 2022 Pages: 34633 - 34652
EBGO: an optimal load balancing algorithm, a solution for existing tribulation to balance the load efficiently on cloud servers
Prasad Velpula
Rajendra Pamula
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 05 August 2021 Pages: 34653 - 34675
ISHO: improved spotted hyena optimization algorithm for phishing website detection
Mahdieh Sabahno
Fatemeh Safara
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 05 March 2021 Pages: 34677 - 34696
SSEER: Segmented sectors in energy efficient routing for wireless sensor network
Sumit Kumar Gupta
Sachin Kumar
Sudeep Tanwar
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 08 January 2022 Pages: 34697 - 34715
Part of 1 collection:

Computer Science SDG 7: Affordable and Clean Energy
Effect of learning parameters on the performance of U-Net Model in segmentation of Brain tumor
Suchsimita Das
Mahesh ku. Swain
S. C. Satpathy
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 26 August 2021 Pages: 34717 - 34735
A real time cloud-based framework for glaucoma screening using EfficientNet
Hitendra Garg
Neeraj Gupta
Bhisham Sharma
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 06 January 2022 Pages: 34737 - 34758
Protecting image privacy through adversarial perturbation
Baoyu Liang
Chao Tong
Sergei Kozlov
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 02 September 2021 Pages: 34759 - 34774
Image captioning improved visual question answering
Himanshu Sharma
Anand Singh Jalal
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 07 September 2021 Pages: 34775 - 34796
A secure data analytics scheme for multimedia communication in a decentralized smart grid
Aparna Kumari
Sudeep Tanwar
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 25 February 2021 Pages: 34797 - 34822
Part of 1 collection:

Computer Science SDG 7: Affordable and Clean Energy
EMM: Extended matching market based scheduling for big data platform hadoop
Balraj Singh
Harsh K Verma
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 11 August 2021 Pages: 34823 - 34847
A high gain UWB human face shaped MIMO microstrip printed antenna with high isolation
A. Dharmarajan
P. Kumar
T. J. O. Afullo
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 08 January 2022 Pages: 34849 - 34862
Multi-resolution approach to human activity recognition in video sequence based on combination of complex wavelet transform, Local Binary Pattern and Zernike moment
Manish Khare
Moongu Jeon
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 04 February 2022 Pages: 34863 - 34892
Vehicle identification using modified region based convolution network for intelligent transportation system
Poonam Sharma
Akansha Singh
Anuradha Dhull
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 13 January 2021 Pages: 34893 - 34917
An overview of rate control techniques in HEVC and SHVC video encoding
Ishfaq Ahmad
Viswanathan Swaminathan
Saifullah Khalid
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 13 August 2021 Pages: 34919 - 34950
Hyperparameter search based convolution neural network with Bi-LSTM model for intrusion detection system in multimedia big data environment
Irina V. Pustokhina
Denis A. Pustokhin
K. Shankar
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 31 August 2021 Pages: 34951 - 34968
An efficient verifiable (t,n)-threshold secret image sharing scheme with ultralight shares
Arup Kumar Chattopadhyay
Amitava Nag
Jyoti Prakash Singh
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 16 February 2021 Pages: 34969 - 34999
A comprehensive survey of image segmentation: clustering methods, performance parameters, and benchmark datasets
Himanshu Mittal
Avinash Chandra Pandey
Garv Modwel
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 09 February 2021 Pages: 35001 - 35026
Low bandwidth data hiding for multimedia systems based on bit redundancy
Neeraj Kumar
Rajeev Kumar
Samayveer Singh
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 09 April 2021 Pages: 35027 - 35045
An efficient face anti-spoofing and detection model using image quality assessment parameters
Aditya Bakshi
Sunanda Gupta
OriginalPaper 23 October 2020 Pages: 35047 - 35068
A cooperative mechanism for managing multimedia project documentation
Wen-Lung Tsai
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 22 January 2021 Pages: 35069 - 35082
Hierarchical WSN protocol with fuzzy multi-criteria clustering and bio-inspired energy-efficient routing (FMCB-ER)
Deepak Mehta
Sharad Saxena
OriginalPaper 16 September 2020 Pages: 35083 - 35116
An integrated fuzzy rough set and real coded genetic algorithm approach for crop identification in smart agriculture
D. P. Acharjya
R. Rathi
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) 13 March 2021 Pages: 35117 - 35142
Futuristic CRISPR-based biosensing in the cloud and internet of things era: an overview
Abdullahi Umar Ibrahim
Fadi Al-Turjman
Mehmet Ozsoz
OriginalPaper 08 June 2020 Pages: 35143 - 35171
A voice-based real-time emotion detection technique using recurrent neural network empowered feature modelling
Sadil Chamishka
Ishara Madhavi
Vishaka Nanayakkara
1174: Futuristic Trends and Innovations in Multimedia Systems Using Big Data, IoT and Cloud Technologies (FTIMS) Open access 22 June 2022 Pages: 35173 - 35194