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Multimedia Systems, Volume 28
Volume 28, Number 1, February 2022
- Tahar Brahimi, Fouad Khelifi, Farid Laouir, Abdellah Kacha:
A new, enhanced EZW image codec with subband classification. 1-19 - Vybhav Chaturvedi, Arman Beer Kaur, Vedansh Varshney, Anupam Garg, Gurpal Singh Chhabra
, Munish Kumar
Music mood and human emotion recognition based on physiological signals: a systematic review. 21-44 - Jingjing Zhang, Xin Zhang, Teng Li, Yuzhou Zeng, Gang Lv, Fudong Nian
Visible light polarization image desmogging via Cycle Convolutional Neural Network. 45-55 - Honghong Yang
Scale-aware attention-based multi-resolution representation for multi-person pose estimation. 57-67 - Nesrine Abid, Tarek Ouni, Ahmed Chiheb Ammari
Efficient and high-performance pedestrian detection implementation for intelligent vehicles. 69-84 - Saeeda Naz
Transfer learning using freeze features for Alzheimer neurological disorder detection using ADNI dataset. 85-94 - Shuang Zhou, Xingyuan Wang, Yingqian Zhang
A novel image encryption cryptosystem based on true random numbers and chaotic systems. 95-112 - Hari Singh
Predicting COVID-19 statistics using machine learning regression model: Li-MuLi-Poly. 113-120 - Wen-Yin Chen, Pavol Podstreleny, Wen-Huang Cheng, Yung-Yao Chen, Kai-Lung Hua
Code generation from a graphical user interface via attention-based encoder-decoder model. 121-130 - Yubao Sun, Mengyang Zhao, Kai Hu
Visual saliency prediction using multi-scale attention gated network. 131-139 - Ajoy Mondal
Camouflage design, assessment and breaking techniques: a survey. 141-160 - Xinrui Li, Aming Wu, Yahong Han
Complementary spatiotemporal network for video question answering. 161-169 - Nabila Brahimi, Toufik Bouden, Tahar Brahimi, Larbi Boubchir
Lossy image compression based on efficient multiplier-less 8-points DCT. 171-182 - Shweta Saboo, Joyeeta Singha, Rabul Hussain Laskar:
Dynamic hand gesture recognition using combination of two-level tracker and trajectory-guided features. 183-194 - Alok Singh
Attention based video captioning framework for Hindi. 195-207 - Bappaditya Debnath
A review of computer vision-based approaches for physical rehabilitation and assessment. 209-239 - Hengyou Wang
Structural smoothness low-rank matrix recovery via outlier estimation for image denoising. 241-255 - Gulnawaz Gani
Cellular automata-based CMF detection under single and multiple post-processing attacks. 257-266 - Nitin Arvind Shelke, Singara Singh Kasana:
Multiple forgeries identification in digital video based on correlation consistency between entropy coded frames. 267-280 - Bin Meng, Xiaomin Yang
FPPN: fast pixel purification network for single-image super-resolution. 281-293 - Bin Fan, Zhi Li
DwiMark: a multiscale robust deep watermarking framework for diffusion-weighted imaging images. 295-310 - Yukai Gong, Longquan Dai, Jinhui Tang:
A selection function for pitched instrument source separation. 311-319 - Xin Yang
NasmamSR: a fast image super-resolution network based on neural architecture search and multiple attention mechanism. 321-334 - Ren Zhang
To balance: balanced micro-expression recognition. 335-345 - Neelam Dwivedi, Dushyant Kumar Singh, Dharmender Singh Kushwaha:
Employing data generation for visual weapon identification using Convolutional Neural Networks. 347-360
Volume 28, Number 2, April 2022
- Meng Liu, Yan Yan, Tian Gan, Hua Huang, Mohan S. Kankanhalli
Editorial. 361-362 - Haipeng Chen, Chaoqun Chang, Zenan Shi, Yingda Lyu:
Hybrid features and semantic reinforcement network for image forgery detection. 363-374 - Shufeng Xiong
Pinyin-to-Chinese conversion on sentence-level for domain-specific applications using self-attention model. 375-386 - Yuan Yuan
Key frame extraction based on global motion statistics for team-sport videos. 387-401 - Ke Huang, TianQi Sui, Hong Wu
3D human pose estimation with multi-scale graph convolution and hierarchical body pooling. 403-412 - Ruipeng Zhang, Xiangbo Shu
Skip-attention encoder-decoder framework for human motion prediction. 413-422 - Qiong Wang
DBFC-Net: a uniform framework for fine-grained cross-media retrieval. 423-432 - Xu Yuan, Xiangjun Shen, Sumet Mehta
Structure injected weight normalization for training deep networks. 433-444 - Rui Liu, Liansheng Zhuang, Zhou Yu
Question-relationship guided graph attention network for visual question answer. 445-456 - Yuan Fang
Direction-induced convolution for point cloud analysis. 457-468 - Junge Shen
Assessing learning engagement based on facial expression recognition in MOOC's scenario. 469-478 - Xiaohan Xia
A multi-scale multi-attention network for dynamic facial expression recognition. 479-493 - Ming Guo, Biao Li, Zhaoqun Shao, Ning Guo, Mohan Wang:
Objective image fusion evaluation method for target recognition based on target quality factor. 495-510 - Mannan Hassan, Muhammad Suhail Shaikh
Image quality measurement-based comparative analysis of illumination compensation methods for face image normalization. 511-520 - Yu Shi, Chuanchuan Yang:
Point cloud inpainting with normal-based feature matching. 521-527 - Manh-Hung Nguyen
Practical 3D human skeleton tracking based on multi-view and multi-Kinect fusion. 529-552 - Yining Su, Xingyuan Wang:
Characteristic analysis of new four-dimensional autonomous power system and its application in color image encryption. 553-571 - Hanyun Zhang, Dongliang Guo, Wei Liu, Junlan Nie, Shuo Li:
An improved algorithm of video quality assessment by danmaku analysis. 573-582 - M. V. Pranav, A. V. Shreyas Madhav
DeepRecog: Threefold underwater image deblurring and object recognition framework for AUV vision systems. 583-593 - Jinlong Liu, Miao Zhang, Xiaojun Tong, Zhu Wang:
Image compression and encryption algorithm based on 2D compressive sensing and hyperchaotic system. 595-610 - Lin Tian, Shaoshuai Gao
Lightweight feature separation, fusion and optimization networks for accurate image super-resolution. 611-622 - Modigari Narendra
Watermarking techniques for three-dimensional (3D) mesh models: a survey. 623-641 - S. S. Nithin, L. K. Padma Suresh, S. H. Krishnaveni, P. Muthukumar
Developing novel video coding model using modified dual-tree wavelet-based multi-resolution technique. 643-657 - Aiswarya S. Kumar
A novel SPLIT-SIM approach for efficient image retrieval. 659-672 - Ling Huang, Cong Bai
Unsupervised adversarial image retrieval. 673-685
Volume 28, Number 3, June 2022
- Hira Khan
Recent advancement in haze removal approaches. 687-710 - Hwei Teeng Chong
Comprehensive systematic review on virtual reality for cultural heritage practices: coherent taxonomy and motivations. 711-726 - Yantong Xiao, Xiaojun Tong, Miao Zhang, Zhu Wang:
Image lossless encoding and encryption method of EBCOT Tier1 based on 4D hyperchaos. 727-748 - Bowen Yuan
Unbiased feature enhancement framework for cross-modality person re-identification. 749-759 - Hairui Yang, Yu Tian, Caifei Yang, Zhihui Wang, Lei Wang, Haojie Li:
Sequential learning for sketch-based 3D model retrieval. 761-778 - Xin Cai, Hongjuan Zhang
Music genre classification based on auditory image, spectral and acoustic features. 779-791 - Chia-Mu Yu
SegNet: a network for detecting deepfake facial videos. 793-814 - Hassaan Malik
BDCNet: multi-classification convolutional neural network model for classification of COVID-19, pneumonia, and lung cancer from chest radiographs. 815-829 - Fabiano Pereira Bhering
Wireless multipath video transmission: when IoT video applications meet networking - a survey. 831-850 - Qi Liang, Qiang Li, Weizhi Nie
PAGN: perturbation adaption generation network for point cloud adversarial defense. 851-859 - Kuldeep Singh Yadav
A selective region-based detection and tracking approach towards the recognition of dynamic bare hand gesture using deep neural network. 861-879 - Rammah Yousef
A holistic overview of deep learning approach in medical imaging. 881-914 - Xiangyu Zhao
Wavelet-Attention CNN for image classification. 915-924 - Wen Guo
Multi-cue multi-hypothesis tracking with re-identification for multi-object tracking. 925-937 - Syed Tufael Nabi
A comprehensive survey of image and video forgery techniques: variants, challenges, and future directions. 939-992 - Peng Wen, Shengda Tang
Stochastic modeling and performance analysis of video streaming system over IP networks. 993-1005 - Neda Soltani Halvaiee, Mohammad Kazem Akbari
User quality of experience estimation using social network analysis. 1007-1026 - Miguel Melo
Immersive multisensory virtual reality technologies for virtual tourism. 1027-1037 - D. Sujatha, M. Subramaniam, Chinnanadar Ramachandran Rene Robin
A new design of multimedia big data retrieval enabled by deep feature learning and Adaptive Semantic Similarity Function. 1039-1058 - Yu'e Lin, Xingzhu Liang
Smarter peer learning for online knowledge distillation. 1059-1067 - Ruijie Zhao, Congyan Lang, Zun Li, Liqian Liang, Lili Wei, Songhe Feng, Tao Wang:
Pedestrian attribute recognition based on attribute correlation. 1069-1081 - Yusuf Sani
A bio-inspired managed video delivery service using HTTP-based adaptive streaming. 1083-1097 - Bing Li, Ying Zhou, Ruixue Xiao, Jianchao Wang, Xianye Ben
Unsupervised cross-database micro-expression recognition based on distribution adaptation. 1099-1116 - Zhaobin Wang, Xiong Gao, Jing Yang, Qizhen Yan, Yaonan Zhang:
Local feature fusion and SRC-based decision fusion for ear recognition. 1117-1134 - Yuzhe He, Ning He, Ren Zhang, Kang Yan, Haigang Yu:
Multi-scale feature balance enhancement network for pedestrian detection. 1135-1145
Volume 28, Number 4, August 2022
- M. Shamim Hossain, Josu Bilbao, Diana P. Tobón, Ghulam Muhammad, Abdulmotaleb El-Saddik:
Special issue deep learning for multimedia healthcare. 1147-1150 - Solon Alves Peixoto
Floor of log: a novel intelligent algorithm for 3D lung segmentation in computer tomography images. 1151-1163 - Mehedi Masud
A light-weight convolutional Neural Network Architecture for classification of COVID-19 chest X-Ray images. 1165-1174 - K. Shankar
Deep learning and evolutionary intelligence with fusion-based feature extraction for detection of COVID-19 from chest X-ray images. 1175-1187 - Het Shah, Saiyam Shah, Sudeep Tanwar
Fusion of AI techniques to tackle COVID-19 pandemic: models, incidence rates, and future trends. 1189-1222 - Celestine Iwendi, Kainaat Mahboob, Zarnab Khalid, Abdul Rehman Javed
Classification of COVID-19 individuals using adaptive neuro-fuzzy inference system. 1223-1237 - Rafael Luz Araújo, Flávio H. D. de Araújo, Romuere R. V. e Silva
Automatic segmentation of melanoma skin cancer using transfer learning and fine-tuning. 1239-1250 - Geeta Rani, Meet Ganpatlal Oza, Vijaypal Singh Dhaka, Nitesh Pradhan, Sahil Verma
Applying deep learning-based multi-modal for detection of coronavirus. 1251-1262 - Jinrong Qu, Xuran Zhao
Deep learning on digital mammography for expert-level diagnosis accuracy in breast cancer detection. 1263-1274 - Muhammad Adeel Asghar, Muhammad Jamil Khan, Muhammad Rizwan, Mohammad Shorfuzzaman, Raja Majid Mehmood
AI inspired EEG-based spatial feature selection method using multivariate empirical mode decomposition for emotion classification. 1275-1288 - Chandrashekhar Azad, Bharat Bhushan, Rohit Sharma
Prediction model using SMOTE, genetic algorithm and decision tree (PMSGD) for classification of diabetes mellitus. 1289-1307 - Mohammad Shorfuzzaman
An explainable stacked ensemble of deep learning models for improved melanoma skin cancer detection. 1309-1323 - Basma Abd El-Rahiem, Fathi E. Abd El-Samie, Mohamed Amin
Multimodal biometric authentication based on deep fusion of electrocardiogram (ECG) and finger vein. 1325-1337 - Arshia Rehman, Saeeda Naz, Imran Razzak
Leveraging big data analytics in healthcare enhancement: trends, challenges and opportunities. 1339-1371 - Mohamed Hammad
Myocardial infarction detection based on deep neural network on imbalanced data. 1373-1385 - Xuan Hua, Jungang Han, Chen Zhao
A novel method for ECG signal classification via one-dimensional convolutional neural network. 1387-1399 - Vinayakumar Ravi
Deep learning-based meta-classifier approach for COVID-19 classification using CT scan and chest X-ray images. 1401-1415 - Akash Tayal, Jivansha Gupta, Arun Solanki, Khyati Bisht, Anand Nayyar
DL-CNN-based approach with image processing techniques for diagnosis of retinal diseases. 1417-1438 - Kashif Naseer Qureshi
Self-assessment and deep learning-based coronavirus detection and medical diagnosis systems for healthcare. 1439-1448 - B. Rajalingam, Fadi M. Al-Turjman
Intelligent multimodal medical image fusion with deep guided filtering. 1449-1463 - Diana P. Tobón
Deep learning in multimedia healthcare applications: a review. 1465-1479 - Wenfeng Pang
Predicting skeleton trajectories using a Skeleton-Transformer for video anomaly detection. 1481-1494 - Sohaib Asif
A deep learning-based framework for detecting COVID-19 patients using chest X-rays. 1495-1513 - Shijie Wang
From coarse to fine: multi-level feature fusion network for fine-grained image retrieval. 1515-1528 - Huifen Xia, Yongzhao Zhan, Keyang Cheng:
Spatial-temporal correlations learning and action-background jointed attention for weakly-supervised temporal action localization. 1529-1541
Volume 28, Number 5, October 2022
- Ruixu Wu
STASiamRPN: visual tracking based on spatiotemporal and attention. 1543-1555 - Ruixu Wu
Correction: STASiamRPN: visual tracking based on spatiotemporal and attention. 1557-1558 - Haixia Xu, Limin Gong, Hai-Zhen Xuan, Xusheng Zheng, Zan Gao
Multiview clustering via consistent and specific nonnegative matrix factorization with graph regularization. 1559-1572 - Marcelo de Paiva Guimarães
An olfactory display for virtual reality glasses. 1573-1583 - De Li, Lu Zhang, Xun Jin
An improvement for PDF417 code authentication on mobile phone terminals based on code feature analysis and watermarking. 1585-1596 - Yongxiang Liu
Fixed-resolution representation network for human pose estimation. 1597-1609 - Xudong Huang, Chunyu Lin
Future pseudo-LiDAR frame prediction for autonomous driving. 1611-1620 - Hongwei Zhang, Xiangwei Kong
Cross-domain collaborative recommendation without overlapping entities based on domain adaptation. 1621-1637 - Ekta Shivhare, Vineeta Nigam Saxena:
Optimized generative adversarial network based breast cancer diagnosis with wavelet and texture features. 1639-1655 - Changwei Luo
Robust 3D face modeling and tracking from RGB-D images. 1657-1666 - Chen Hong, Longquan Dai:
RMVAE: one-class classification via divergence regularization and maximization mutual information. 1667-1677 - Fuqun Zhao
Point cloud denoising algorithm with geometric feature preserving. 1679-1687 - Xiangwei Lu, Muwei Jian, Xing Wang, Hui Yu
Visual saliency detection via combining center prior and U-Net. 1689-1698 - Bin Zhou, Xuanyin Wang:
Feature representation for 3D object retrieval based on unconstrained multi-view. 1699-1711 - Lei Zhu
CED-Net: contextual encoder-decoder network for 3D face reconstruction. 1713-1722 - Farhad Raufmehr
Overcoming the practical restrictions in H.266/VVC-based video communication systems by a PI bit rate controller. 1723-1739 - Zhe Liu, Kai Han, Kaifeng Xue, Yuqing Song, Lu Liu, Yangyang Tang, Yan Zhu:
Improving CT-image universal lesion detection with comprehensive data and feature enhancements. 1741-1752 - Zhaobin Wang, Xiong Gao, Runliang Wu, Jianfang Kang, Yaonan Zhang:
Fully automatic image segmentation based on FCN and graph cuts. 1753-1765 - Kaiqiang Zhao, Hufei Wang, Dexin Zhao:
Double-scale similarity with rich features for cross-modal retrieval. 1767-1777 - Abul Abbas Barbhuiya, Ram Kumar Karsh, Rahul Jain
A convolutional neural network and classical moments-based feature fusion model for gesture recognition. 1779-1792 - Chih-Hsueh Lin, Guo-Hsin Hu, Jie-Sheng Chen, Jun-Juh Yan
Novel design of cryptosystems for video/audio streaming via dynamic synchronized chaos-based random keys. 1793-1808 - Junfeng Wu
ESGAN for generating high quality enhanced samples. 1809-1822 - An-An Liu, Guokai Zhang, Ning Xu
Closed-loop reasoning with graph-aware dense interaction for visual dialog. 1823-1832 - Lingyun Liu, Yifan Zhang, Haoyuan Gao, Xingtao Yu, Jian Cheng:
FedFV: federated face verification via equivalent class embeddings. 1833-1843 - Hang Yu, Chilam Cheang, Yanwei Fu
HandO: a hybrid 3D hand-object reconstruction model for unknown objects. 1845-1859 - Yangming Shi
Exemplar-guided low-light image enhancement. 1861-1871
Volume 28, Number 6, December 2022
- Hong Lin, Patrick Siarry, H. L. Gururaj, Joel Rodrigues, Deepak Kumar Jain:
Special issue on deep learning methods for cyberbullying detection in multimodal social data. 1873-1875 - Rachna Jain
ParaCap: paraphrase detection model using capsule network. 1877-1895 - Sayanta Paul, Sriparna Saha:
CyberBERT: BERT for cyberbullying identification. 1897-1904 - Muhammad Hassan Zaib, Faisal Bashir, Kashif Naseer Qureshi
Deep learning based cyber bullying early detection using distributed denial of service flow. 1905-1924 - Muhammad Pervez Akhter
Abusive language detection from social media comments using conventional machine learning and deep learning approaches. 1925-1940 - Jatin Karthik Tripathy
ALBERT-based fine-tuning model for cyberbullying analysis. 1941-1949 - Kirti Kumari, Jyoti Prakash Singh
Multi-modal cyber-aggression detection with feature optimization by firefly algorithm. 1951-1962 - Areej Al-Hassan
Detection of hate speech in Arabic tweets using deep learning. 1963-1974 - Haiyang Meng, Yongjie Yan, Chengtao Cai, Renjie Qiao, Feng Wang:
A hybrid algorithm for underwater image restoration based on color correction and image sharpening. 1975-1985 - Saurabh Raj Sangwan
D-BullyRumbler: a safety rumble strip to resolve online denigration bullying using a hybrid filter-wrapper approach. 1987-2003 - Chuanye Tang, Xinwen Zhao, Jianfeng Chen, Long Chen, Yazhou Zhou:
Fast stereo visual odometry based on LK optical flow and ORB-SLAM2. 2005-2014 - Peng Wang, Jiao Wu, Haiyan Wang, Xiaoyan Li, Yongxia Yang:
Low-light-level image enhancement algorithm based on integrated networks. 2015-2025 - Akshi Kumar
Multi-input integrative learning using deep neural networks and transfer learning for cyberbullying detection in real-time code-mix data. 2027-2041 - Akshi Kumar
Multimodal cyberbullying detection using capsule network with dynamic routing and deep convolutional neural network. 2043-2052 - Pengcheng Wei, Bo Wang:
Food image classification and image retrieval based on visual features and machine learning. 2053-2064 - Defu He, Chao Xie:
Semantic image segmentation algorithm in a deep learning computer network. 2065-2077 - Mengmeng Zhang, Yuhao Wang, Zhi Liu, Zhao Wang:
A fast CU partition algorithm based on sum of region-directional dispersion for virtual reality 360° video. 2079-2091 - Yanbing Liu
Multimedia image and video retrieval based on an improved HMM. 2093-2103 - Sitender
Sanskrit to universal networking language EnConverter system based on deep learning and context-free grammar. 2105-2121 - Shuren Zhou
Improved SSD using deep multi-scale attention spatial-temporal features for action recognition. 2123-2131 - Nour El Houda Ben Chaabene
Deep learning methods for anomalies detection in social networks using multidimensional networks and multimodal data: a survey. 2133-2143 - Lyndon J. B. Nixon, Jeremy D. Foss, Vasileios Mezaris:
Special issue on data-driven personalisation of television content. 2145-2146 - Pasquale Lisena
Understanding videos with face recognition: a complete pipeline and applications. 2147-2159 - Ismail Harrando
Combining semantic and linguistic representations for media recommendation. 2161-2173 - Brahim Allan
Towards automatic placement of media objects in a personalised TV experience. 2175-2192 - Lyndon J. B. Nixon
Data-driven personalisation of television content: a survey. 2193-2225 - Shuhua Liu
Micro-expression recognition based on SqueezeNet and C3D. 2227-2236 - Jing Wang, Kexin Wang
BERT-based semi-supervised domain adaptation for disastrous classification. 2237-2246 - K. C. Manoj, D. Anto Sahaya Dhas:
Automated brain tumor malignancy detection via 3D MRI using adaptive-3-D U-Net and heuristic-based deep neural network. 2247-2273 - Minghong Yao, Liansheng Zhuang, Shafei Wang, Houqiang Li:
PMIVec: a word embedding model guided by point-wise mutual information criterion. 2275-2283 - M. Jagadeesh, B. Baranidharan:
Facial expression recognition of online learners from real-time videos using a novel deep learning model. 2285-2305 - Ahmadreza Sezavar, Randa Atta
Smartphone-based gait recognition using convolutional neural networks and dual-tree complex wavelet transform. 2307-2317 - Arash Hekmat, Zhang Zuping, Hashim Saleh Sharaf Al-deen:
Map modeling for full body gesture using flex sensor and machine learning algorithms. 2319-2334 - Qiaoying Teng, Zhe Liu, Yu-Qing Song, Kai Han, Yang Lu:
A survey on the interpretability of deep learning in medical diagnosis. 2335-2355 - Jing Li
Multi-level Fisher vector aggregated completed local fractional order derivative feature vector for face recognition. 2357-2365 - Xiaorong Li, Yunliang Qi, Meng Lou
Breast density measurement methods on mammograms: a review. 2367-2390 - Sakshini Hangloo
Combating multimodal fake news on social media: methods, datasets, and future perspective. 2391-2422 - Yaowei Wang, Zhouxin Yang, Rui Liu, Deng Li, Yuandu Lai, Lihan Ouyang, Leyuan Fang, Yahong Han:
Multi-attribute object detection benchmark for smart city. 2423-2435 - Yuting Su, Jiayu Li
Semantically guided projection for zero-shot 3D model classification and retrieval. 2437-2451 - Abdullah Aman Khan
ENet: event based highlight generation network for broadcast sports videos. 2453-2464
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