Multimedia Tools and Applications

Article	Citations
Convolutional gated recurrent unit networks based real-time monaural speech enhancement	1373
Quality evaluation of commercially available healthcare applications for prostate cancer management	315
An effective sharing approach of selective video frames for secure multimedia transmission	201
Forward-looking omnidirectional infrared pedestrian detection for driver assistance	196
A novel approach to detect instant emotion change through spectral variation in single frequency filtering spectrogram of each pitch cycle	192
Secure map legends based on just noticeable distortion and watermark bit recovery	160
Expectation propagation learning of finite and infinite Gamma mixture models and its applications	158
Weakly supervised semantic segmentation with segments and neighborhood classifiers	155
A real time target face tracking algorithm based on saliency detection and Camshift	148
Content-adaptive mode decision for low complexity 3D-HEVC	147
ASTT: acoustic spatial-temporal transformer for short utterance speaker recognition	135
Recognition of offline handwritten Devanagari characters using new mask-based approach, histogram of oriented gradients and AdaBoost	134
JULive3D: a live image acquisition protocol for real-time 3D face recognition	131
A (t,n)- Secret image sharing with steganography based on Rook polynomial and LWE problem	125
A signal-driven based flexible integrated scheduling algorithm with bidirectional coordination mechanism	124
A service collaboration method based on mobile edge computing in internet of things	120
Blockchain-based conditional privacy-preserving authentication scheme in VANETs	120
Face detection for rail transit passengers based on single shot detector and active learning	118
Skeleton-based human action recognition by fusing attention based three-stream convolutional neural network and SVM	117
A new robust approach for altered handwritten text detection	115
Mitigating cross-client GANs-based attack in federated learning	113
Correction to: Regional optimum frequency analysis of resting-state fMRI data for early detection of Alzheimer’s disease biomarkers	105
Correction to: Automatic detection of osteosarcoma based on integrated features and feature selection using binary arithmetic optimization algorithm	102
Correction to: Images encryption based on robust multi-mode finite time synchronization of fractional-order hyper-chaotic Rikitake systems	101
Wave space sonification of the folding pathways of protein molecules modeled as hyper-redundant robotic mechanisms	100

Fake region identification in an image using deep learning segmentation model	100
Lane detection techniques for self-driving vehicle: comprehensive review	99
Finger vein recognition techniques: a comprehensive review	97
SqueezeCapsNet: enhancing capsule networks with squeezenet for holistic medical and complex images	96
A graphical tool for formal verification using Event-B modeling	95
Image steganography based on difference of Gaussians edge detection	93
High capacity reversible data hiding in encrypted images using block labeling	89
SCL-FExR: supervised contrastive learning approach for facial expression Recognition	86
Unsupervised learning based dual-branch fusion low-light image enhancement	84
Breast cancer: toward an accurate breast tumor detection model in mammography using transfer learning techniques	83
Detection of natural wood defects with large color differences based on branched network	83
A real-time detection method of multi-scale traffic signs based on dynamic pruning strategy	83
Infrared target recognition with deep learning algorithms	80
EmoffMeme: identifying offensive memes by leveraging underlying emotions	80
Performance analysis of multiple input single layer neural network hardware chip	80
ESSR-GAN: Enhanced super and semi supervised remora resolution based generative adversarial learning framework model for smartphone based road damage detection	78
Deep learning-based parking occupancy detection framework using ResNet and VGG-16	77
A new visually meaningful double-image encryption algorithm combining 2D compressive sensing with fractional-order chaotic system	77
Intelligent plant disease diagnosis using convolutional neural network: a review	76
Investigations on speaker adaptation using a continuous vocoder within recurrent neural network based text-to-speech synthesis	74
Systematic review of content analysis algorithms based on deep neural networks	73
Fisher-Yates scrambling algorithm combined with S-box color image encryption technology based on 3D-SCCM chaotic system	72
A state-of-the-art review on adversarial machine learning in image classification	72
A survey on digital video stabilization	71
Automatic image caption generation using deep learning	70
Facial expression recognition based on strong attention mechanism and residual network	69
An effective method for salt and pepper noise removal based on algebra and fuzzy logic function	69
ECG compression using optimized B-spline	68
The improved method in fabric image classification using convolutional neural network	68
Multimodal human action recognition based on spatio-temporal action representation recognition model	68
Optimal sequence reordering for low delay screen content coding	67
Segmentation of farmlands in aerial images by deep learning framework with feature fusion and context aggregation modules	66
Multimodal user interaction with in-car equipment in real conditions based on touch and speech modes in the Persian language	66
Underwater image enhancement using multiscale decomposition and gamma correction	65
Assessing student engagement from facial behavior in on-line learning	65
Dress-up: deep neural framework for image-based human appearance transfer	64
Artificial intelligence unlocks ecological environment governance —smart statistical monitoring based on meteorology	64
Switching network for mixing experts with application to traffic sign recognition	64
Multimedia-based Healthcare Systems using Computational Intelligence	64
Fuzzy-based dynamic difficulty adjustment of an educational 3D-game	64
Contrastive study of minimum edit distance and cosine similarity measures in the context of word suggestions for misspelled Marathi words	64
Intensifying graph diffusion-based salient object detection with sparse graph weighting	63
A novel dual-based ADMM to the Chan-Vese model	62
Enhanced-Longest Common Subsequence based novel steganography approach for cloud storage	62
VETE: improving visual embeddings through text descriptions for eCommerce search engines	61
A hybrid deep model with cumulative learning for few-shot learning	61
Fog cloud-assisted IoT-based human identification in construction sites from gait sequences	60
Retraction Note: Community guidance model based on interactive multimedia system	60
Real-time microscopy image-based segmentation and classification models for cancer cell detection	59
Pulmonary fissure segmentation in CT images based on ODoS filter and shape features	59

AlexSegNet: an accurate nuclei segmentation deep learning model in microscopic images for diagnosis of cancer	59
Exploration of multi-source discriminative acoustic feature for speaker recognition with short-duration audio signal	59
Quadratic smoothing based video stabilization using spatio-temporal regularity flow	58
Artistic image synthesis from unsupervised segmentation maps	58
Does it work outside this benchmark? Introducing the rigid depth constructor tool	58
NAUNet: lightweight retinal vessel segmentation network with nested connections and efficient attention	56
Diffusion tensor image denoising via geometric invariant nonlocal means on the tensor manifold	56
Blockchain assisted AHMFA authentication in employee performance assessment system	56
Big health data for elderly employees job performance of SOEs: visionary and enticing challenges	56
Computer vision-based predictive analysis of chronic cardiovascular disease using heartbeat features	55
Image encryption using a standard map and a teaching-learning based optimization algorithm	55
A new encryption model for multimedia content using two dimensional Brownian motion and coupled map lattice	55
A novel multi-layer color image encryption based on RSA cryptosystem, RP2DFrHT and generalized 2D Arnold map	55
Semi-supervised internet water army detection based on graph embedding	54
Impact analysis of recovery cases due to COVID-19 outbreak using deep learning model	54
SPOC learner’s final grade prediction based on a novel sampling batch normalization embedded deep neural network method	54
Fog computing-assisted path planning for smart shopping	53
Evolutionary-based image encryption using Magic Square Chaotic algorithm and RNA codons truth table	53
Automatic detection of hypertensive retinopathy using improved fuzzy clustering and novel loss function	52
Designing lightweight small object detection models using attention and context	51
Block-level double JPEG compression detection for image forgery localization	51
Epileptic seizure detection using posterior probability-based convolutional neural network classifier	51
Video based basketball shooting prediction and pose suggestion system	51
ApaNet: adversarial perturbations alleviation network for face verification	50
A review on Di-electrical resonant antenna based on the performance of gain and bandwidth	50
Image transfer with secure communications application using a new reversible chaotic image encryption	50
RETRACTED ARTICLE: Adaptive recurrent neural network for software defect prediction with the aid of quantum theory- particle swarm optimization	49
Structure-constrained deep feature fusion for chronic otitis media and cholesteatoma identification	49
A fast feature selection technique for real-time face detection using hybrid optimized region based convolutional neural network	49
An efficient ir approach based semantic segmentation	49
Convolutional neural network optimized by differential evolution for electrocardiogram classification	49
Supervision dropout: guidance learning in deep neural network	49
Searching for associations between social media trending topics and organizations	49
SAM: cross-modal semantic alignments module for image-text retrieval	48
Designing face resemblance technique using near set theory under varying facial features	47
Sureness calamity salvage framework with inventive bandwidth scheme for data storage in cloud computing	47
A novel binary horse herd optimization algorithm for feature selection problem	46
Segmentation technique for the detection of Micro cracks in solar cell using support vector machine	46
Correction to: Swarm intelligence based object tracking	46
Towards artificial intelligence in mental health: a comprehensive survey on the detection of schizophrenia	45
Retraction Note: Load balancing in wireless networks using reputation-ReDS in the magnified distributed hash table	45
Retraction Note: Identifying brain abnormalities from electroencephalogram using evolutionary gravitational neocognitron neural network	45
Underwater image enhancement via variable contrast and saturation enhancement model	44
Survey on facial expressions recognition: databases, features and classification schemes	44
CECM: A cognitive emotional contagion model in social networks	44
A wavelet-based watermarking for secure medical image transmission in telemedicine application	44
Multidimensional parallel capsule network for SAR image change detection	44
Product discovery utilizing the semantic data model	43
New color image encryption technique based on three-dimensional logistic map and Grey wolf optimization based generated substitution boxes	42
Vehicle detection and traffic density estimation using ensemble of deep learning models	42
Restoration of damaged artworks based on a generative adversarial network	42
Capsule neural network based approach for subject specific and cross-subjects seizure detection from EEG signals	42
Fifteen years of YouTube scholarly research: knowledge structure, collaborative networks, and trending topics	42
Real-time data sharing, path planning and route optimization in urban traffic management	41
WoM-based deep BiLSTM: smart disease prediction model using WoM-based deep BiLSTM classifier	41
Progress in multi-object detection models: a comprehensive survey	41
A comparative study of grape crop disease classification using various transfer learning techniques	40
Understanding the impact of query expansion on federated search	40
A desired histogram estimation accompanied with an exact histogram matching method for image contrast enhancement	40
Underwater Image Enhancement using Deep Learning	40
Performance and security analysis using B-128 modified blowfish algorithm	40
An efficient network intrusion detection model for IoT security using K-NN classifier and feature selection	40
Guided normal filter for 3D point clouds	40
Biometric cryptosystems: a comprehensive survey	40
Reversible data hiding in encrypted images using median prediction and bit plane cycling-XOR	40
Emotion classification using temporal and spectral features from IR-UWB-based respiration data	40
Trs-net tropical revolving storm disasters analysis and classification based on multispectral images using 2-d deep convolutional neural network	39
Smart credit card fraud detection system based on dilated convolutional neural network with sampling technique	39
An efficient software defined network controller based routing adaptation for enhancing QoE of multimedia streaming service	39
Mixed fuzzy pooling in convolutional neural networks for image classification	39
Study on versatile video coding multiple transform selection of hardware architecture based on FPGA	39
Static hand gesture recognition method based on the Vision Transformer	39
Context-aware adaptation of mobile video decoding resolution	39
Pattern Recognition for Adaptive User Interfaces	39
Text classification of Chinese news based on multi-scale CNN and LSTM hybrid model	39
Convolutional neural network with support vector machine for motor imagery EEG signal classification	39
Deep stereoscopic image saliency inspired stereoscopic image thumbnail generation	38
Adversarial image perturbations with distortions weighted by color on deep neural networks	38
Optimized face-emotion learning using convolutional neural network and binary whale optimization	38
Improved twin bounded large margin distribution machines for binary classification	38

Emotion recognition by web-shaped model	38
The influence of product digital visual presentation on purchase willingness: effects of roundedness axes and degree	37
Accurate segmentation of lung nodule with low contrast boundaries by least weight navigation	37
Development iterations based on web augmentation and context tasks	37
Objective quality assessment of retargeted images based on RBF neural network with structural distortion and content change	37
On using a Particle Image Velocimetry based approach for candidate nodule detection	37
EEG temporal information-based 1-D convolutional neural network for motor imagery classification	37
An accurate analogy based software effort estimation using hybrid optimization and machine learning techniques	37
Analysis of schizophrenia using support vector machine classifier	37
Diagnosis of optic neuritis using magnetic resonance images	37
Information granule-based multi-view point sets registration using fuzzy c-means clustering	36
Self co-articulation removal and hybrid classifier-feature combination for dynamic hand gesture recognition	36
Retraction Note: Intelligent business and marketing model under full platform multimedia soft computing framework	36
Sand-dust image enhancement based on light attenuation and transmission compensation	36
AI-driven deep and handcrafted features selection approach for Covid-19 and chest related diseases identification	36
HandGCNN model for gesture recognition based voice assistance	36
Multi-scale dual-modal generative adversarial networks for text-to-image synthesis	36
A versatile blind JPEG image quality assessment method	36
Deep learning-based multi-view 3D-human action recognition using skeleton and depth data	36
Novel image compression-then-encryption scheme based on 2D cross coupled map lattice and compressive sensing	36
Augmented reality experience in an architectural design studio	36
Hyper-chaotic image encryption system based on N + 2 ring Joseph algorithm and reversible cellular automata	35
MRI and CT image fusion using cartoon-texture and QWT decomposition and cuckoo search-grey wolf optimization	35
A novel blockchain federated safety-as-a-service scheme for industrial IoT using machine learning	35
Architecture development with measurement index for agriculture decision-making system using internet of things and machine learning	35
Correction to: Computer-aided diagnosis for burnt skin images using deep convolutional neural network	35
A sensitivity analysis for polyp segmentation with U-Net	35
Downsampling in uniformly-spaced windows for coding-based Palmprint recognition	35
A novel method of digital image encryption using graph theory	34
DSSN: dual shallow Siamese network for fashion image retrieval	34
Dynamically constructing semantic topic hierarchy through formal concept analysis	34
The development of assisted- visually impaired people robot in the indoor environment based on deep learning	34
Deep fusion framework for speech command recognition using acoustic and linguistic features	34
An RGB-D sensor-based instrument for sitting balance assessment	34
Efficient color image encryption by color-grayscale conversion based on steganography	33
Adaptive graph regularized non-negative Tucker decomposition for multiway dimensionality reduction	33
A significantly enhanced neural network for handwriting assessment in Parkinson’s disease detection	33
RETRACTED ARTICLE: Drug discovery through Covid-19 genome sequencing with siamese graph convolutional neural network	33
Optimized clustering routing framework to maintain the optimal energy status in the wsn mobile cloud environment	33
Early intention prediction of pedestrians using contextual attention-based LSTM	33
A New Seam Carving Method for Image Resizing Based on Entropy Energy and Lyapunov Exponent	33
An effective text plagiarism detection system based on feature selection and SVM techniques	33
Automatic software bug prediction using adaptive golden eagle optimizer with deep learning	33
Semi-supervised self-training approach for identification of non-referential pronouns and ellipsis in arabic texts	32
A model-independent method for local blur estimation and its application to edge detection	32
Enhancing security of biometrics based authentication framework for DRM system	32
Variable-length CNNs evolved by digitized chimp optimization algorithm for deep learning applications	32
A tale of two interfaces: vitrivr at the lifelog search challenge	32
Enhanced copy-move forgery detection using deep convolutional neural network (DCNN) employing the ResNet-101 transfer learning model	32
Local weight coupled network: multi-modal unequal semi-supervised domain adaptation	32
CoMAC: A cooperation-based multiparty audio conferencing system for mobile users	32
Attention based convolutional networks for traffic flow prediction	32
Method for speeding up spatial error concealment using prediction mode of the neighboring blocks on H.264 video communication	32
Facial image super-resolution using progressive network interleaved correlation filter	32
An epileptic seizures diagnosis system using feature selection, fuzzy temporal naive Bayes and T-CNN	32
Joint image compression and encryption using set partitioning in hierarchical tree in MSVD domain	32
HQLC-Overlap: an adaptive low-cost binocular 3D human pose estimation model	32
Machine intelligence based hybrid classifier for spam detection and sentiment analysis of SMS messages	32
Scalable thread based index construction using wavelet tree	31
An automatic AVR biomarker assessment system in retinal imaging	31
USBE: User-similarity based estimator for multimedia cold-start recommendation	31
Speech densely connected convolutional networks for small-footprint keyword spotting	31
Exploiting semantic segmentation to boost reinforcement learning in video game environments	31
A new data hiding model based on adaptive keyed Huffman multi-layer midpoint folding and optimized deep wavelet histogram modification strategy	31
For better and quicker understanding of how users feel: an optimized sentiment classification model for long comments on social networks	31
An ensemble approach using a frequency-based and stacking classifiers for effective facial expression recognition	31
A multi-path attention network for non-uniform blind image deblurring	31
Myscéal: a deeper analysis of an interactive lifelog search engine	31
Correction to: Enhanced adaptive data hiding method using LSB and pixel value differencing	31
A task clustering based QoS aware scheduling algorithm for task execution in cloud-Iot model for education services	30
An ensemble approach to detect copy-move forgery in videos	30
Developing an adaptive DCT-based steganography method using a genetic algorithm	30
A comprehensive survey of various methods in opinion spam detection	30
Robust hardware implementation of a block-cipher scheme based on chaos and biological algebraic operations	30
Investigation of piecewise linear chaotic map as a diffusion model for image encryption	30
Analysis of depth variation of U-NET architecture for brain tumor segmentation	30
Improved methods for finger vein identification using composite Median-Wiener filter and hierarchical centroid features extraction	30
Classification methods of butterfly images based on U-net and STL-MSDNet	30
A construction of post quantum secure authenticated key agreement design for mobile digital rights management system	30
A deep data augmentation framework based on generative adversarial networks	29
PSR-LSTM model for weak pulse signal detection	29
Development of an offline OOH advertising recommendation system using negative sampling and deep interest network	29
Two-stage anomaly detection for positive samples and small samples based on generative adversarial networks	29
Artistic image synthesis with tag-guided correlation matching	29
Text-based emotion recognition using contextual phrase embedding model	29
Multimedia interactive exercises for online training	29
Recent advances in deep learning models: a systematic literature review	29
Retraction Note: Multimodal interface interaction design model based on dynamic augmented reality	29
Retraction Note: Prediction of cirrhosis disease from radiologist liver medical image using hybrid coupled dictionary pairs on longitudinal domain approach	29
LTE-NBP with holistic UWB-WBAN approach for the energy efficient biomedical application	29
SDN-based multi-level framework for smart home services	29
An integrated framework of mobile crowd estimation for the 2019, July 1st rally in Hong Kong	29
Deformable model segmentation for range image watermarking	29
Suspect face retrieval system using multicriteria decision process and deep learning	29
Robust learning for real-world anomalies in surveillance videos	29