Multimedia Tools and Applications

Article	Citations
Convolutional gated recurrent unit networks based real-time monaural speech enhancement	1366
Quality evaluation of commercially available healthcare applications for prostate cancer management	1291
An effective sharing approach of selective video frames for secure multimedia transmission	304
Gait recognition based on margin sample mining loss	213
Forward-looking omnidirectional infrared pedestrian detection for driver assistance	192
Body size measurement based on deep learning for image segmentation by binocular stereovision system	185
A novel approach to detect instant emotion change through spectral variation in single frequency filtering spectrogram of each pitch cycle	178
Secure map legends based on just noticeable distortion and watermark bit recovery	151
Expectation propagation learning of finite and infinite Gamma mixture models and its applications	150
Multimodal user interaction with in-car equipment in real conditions based on touch and speech modes in the Persian language	148
A real time target face tracking algorithm based on saliency detection and Camshift	144
Weakly supervised semantic segmentation with segments and neighborhood classifiers	144
Facial expression recognition based on strong attention mechanism and residual network	142
Wuthering heights: gauging fear at altitude in virtual reality	130
Automatic image caption generation using deep learning	129
Content-adaptive mode decision for low complexity 3D-HEVC	126
ASTT: acoustic spatial-temporal transformer for short utterance speaker recognition	121
Recognition of offline handwritten Devanagari characters using new mask-based approach, histogram of oriented gradients and AdaBoost	120
Optimal sequence reordering for low delay screen content coding	119
JULive3D: a live image acquisition protocol for real-time 3D face recognition	116
An effective method for salt and pepper noise removal based on algebra and fuzzy logic function	115
A conditional random field framework for language process in product review mining	114
A (t,n)- Secret image sharing with steganography based on Rook polynomial and LWE problem	110
Acquisition super resolution from infrared images using proposed techniques	108
A signal-driven based flexible integrated scheduling algorithm with bidirectional coordination mechanism	104

Blockchain-based conditional privacy-preserving authentication scheme in VANETs	101
A service collaboration method based on mobile edge computing in internet of things	100
Face detection for rail transit passengers based on single shot detector and active learning	97
Investigations on speaker adaptation using a continuous vocoder within recurrent neural network based text-to-speech synthesis	96
A Hierarchical modified AV1 codec for compression cartesian form of holograms in holo and object planes	94
A new visually meaningful double-image encryption algorithm combining 2D compressive sensing with fractional-order chaotic system	94
The improved method in fabric image classification using convolutional neural network	94
Skeleton-based human action recognition by fusing attention based three-stream convolutional neural network and SVM	92
A new robust approach for altered handwritten text detection	92
Mitigating cross-client GANs-based attack in federated learning	90
Correction to: Bunch graph based dimensionality reduction using auto-encoder for character recognition	89
Correction to: Regional optimum frequency analysis of resting-state fMRI data for early detection of Alzheimer’s disease biomarkers	88
Correction to: Images encryption based on robust multi-mode finite time synchronization of fractional-order hyper-chaotic Rikitake systems	86
Correction to: Automatic detection of osteosarcoma based on integrated features and feature selection using binary arithmetic optimization algorithm	86
Wave space sonification of the folding pathways of protein molecules modeled as hyper-redundant robotic mechanisms	84
Quantization selection based on characteristic of cover image for PVD Steganography to optimize imperceptibility and capacity	83
ECG compression using optimized B-spline	82
Fake region identification in an image using deep learning segmentation model	80
Finger vein recognition techniques: a comprehensive review	79
Lane detection techniques for self-driving vehicle: comprehensive review	79
A graphical tool for formal verification using Event-B modeling	78
SqueezeCapsNet: enhancing capsule networks with squeezenet for holistic medical and complex images	78
Multimodal human action recognition based on spatio-temporal action representation recognition model	77
Underwater image enhancement using multiscale decomposition and gamma correction	76
A state-of-the-art review on adversarial machine learning in image classification	76
ESSR-GAN: Enhanced super and semi supervised remora resolution based generative adversarial learning framework model for smartphone based road damage detection	75
Image steganography based on difference of Gaussians edge detection	74
High capacity reversible data hiding in encrypted images using block labeling	72
SCL-FExR: supervised contrastive learning approach for facial expression Recognition	70
Artificial intelligence unlocks ecological environment governance —smart statistical monitoring based on meteorology	69
A real-time detection method of multi-scale traffic signs based on dynamic pruning strategy	68
Unsupervised learning based dual-branch fusion low-light image enhancement	68
Detection of natural wood defects with large color differences based on branched network	67
Intelligent plant disease diagnosis using convolutional neural network: a review	67
Improving precision of objective image/video quality meters	67
Fuzzy-based dynamic difficulty adjustment of an educational 3D-game	67
Dress-up: deep neural framework for image-based human appearance transfer	66
Performance analysis of multiple input single layer neural network hardware chip	65
Breast cancer: toward an accurate breast tumor detection model in mammography using transfer learning techniques	65
EmoffMeme: identifying offensive memes by leveraging underlying emotions	64
Switching network for mixing experts with application to traffic sign recognition	63
Fisher-Yates scrambling algorithm combined with S-box color image encryption technology based on 3D-SCCM chaotic system	63
A survey on digital video stabilization	63
Segmentation of farmlands in aerial images by deep learning framework with feature fusion and context aggregation modules	63
Systematic review of content analysis algorithms based on deep neural networks	63
Infrared target recognition with deep learning algorithms	63
Assessing student engagement from facial behavior in on-line learning	62
Contrastive study of minimum edit distance and cosine similarity measures in the context of word suggestions for misspelled Marathi words	61
Deep learning-based parking occupancy detection framework using ResNet and VGG-16	61
Multimedia-based Healthcare Systems using Computational Intelligence	61

Enhanced-Longest Common Subsequence based novel steganography approach for cloud storage	60
Intensifying graph diffusion-based salient object detection with sparse graph weighting	60
A novel dual-based ADMM to the Chan-Vese model	59
A hybrid deep model with cumulative learning for few-shot learning	58
Retraction Note: Community guidance model based on interactive multimedia system	58
Reversible data hiding in encrypted images using median prediction and bit plane cycling-XOR	58
VETE: improving visual embeddings through text descriptions for eCommerce search engines	58
Fog cloud-assisted IoT-based human identification in construction sites from gait sequences	57
Mixed fuzzy pooling in convolutional neural networks for image classification	57
Information recombination network for contour detection	56
Real-time microscopy image-based segmentation and classification models for cancer cell detection	56
AlexSegNet: an accurate nuclei segmentation deep learning model in microscopic images for diagnosis of cancer	56
Exploration of multi-source discriminative acoustic feature for speaker recognition with short-duration audio signal	55
Pulmonary fissure segmentation in CT images based on ODoS filter and shape features	55
Quadratic smoothing based video stabilization using spatio-temporal regularity flow	54
Artistic image synthesis from unsupervised segmentation maps	54
Does it work outside this benchmark? Introducing the rigid depth constructor tool	54
NAUNet: lightweight retinal vessel segmentation network with nested connections and efficient attention	53
Diffusion tensor image denoising via geometric invariant nonlocal means on the tensor manifold	53
Computer vision-based predictive analysis of chronic cardiovascular disease using heartbeat features	53
Big health data for elderly employees job performance of SOEs: visionary and enticing challenges	53
Performance and security analysis using B-128 modified blowfish algorithm	53
A novel multi-layer color image encryption based on RSA cryptosystem, RP2DFrHT and generalized 2D Arnold map	53
Guided normal filter for 3D point clouds	53
Blockchain assisted AHMFA authentication in employee performance assessment system	53
Image encryption using a standard map and a teaching-learning based optimization algorithm	53
Impact analysis of recovery cases due to COVID-19 outbreak using deep learning model	52
A new encryption model for multimedia content using two dimensional Brownian motion and coupled map lattice	52
Visual-motor control methods for interactive real-time MRI-cardiac imaging	52
SPOC learner’s final grade prediction based on a novel sampling batch normalization embedded deep neural network method	52
Semi-supervised internet water army detection based on graph embedding	51
A desired histogram estimation accompanied with an exact histogram matching method for image contrast enhancement	51
Multidimensional parallel capsule network for SAR image change detection	50
Enhanced reversible and secure patient data hiding algorithm based on cellular automata	49
Evolutionary-based image encryption using Magic Square Chaotic algorithm and RNA codons truth table	49
Progress in multi-object detection models: a comprehensive survey	49
Fifteen years of YouTube scholarly research: knowledge structure, collaborative networks, and trending topics	48
Voice encryption using a unified hyper-chaotic system	47
Design of high-speed blockchain-based sidechaining peer to peer communication protocol over 5G networks	47
Towards artificial intelligence in mental health: a comprehensive survey on the detection of schizophrenia	47
Biometric cryptosystems: a comprehensive survey	47
WoM-based deep BiLSTM: smart disease prediction model using WoM-based deep BiLSTM classifier	47
Perceived visual comfort and usefulness of a circadian lighting system implemented at a nursing home	46
Fog computing-assisted path planning for smart shopping	46
Epileptic seizure detection using posterior probability-based convolutional neural network classifier	46
Vehicle detection and traffic density estimation using ensemble of deep learning models	46
Designing lightweight small object detection models using attention and context	46
Automatic detection of hypertensive retinopathy using improved fuzzy clustering and novel loss function	46
Underwater image enhancement via variable contrast and saturation enhancement model	45
Detecting skin lesions fusing handcrafted features in image network ensembles	45
Video based basketball shooting prediction and pose suggestion system	45
Underwater Image Enhancement using Deep Learning	45
Block-level double JPEG compression detection for image forgery localization	45
Real-time data sharing, path planning and route optimization in urban traffic management	44
A review on Di-electrical resonant antenna based on the performance of gain and bandwidth	44
Image transfer with secure communications application using a new reversible chaotic image encryption	44
ApaNet: adversarial perturbations alleviation network for face verification	43
An efficient ir approach based semantic segmentation	43
Supervision dropout: guidance learning in deep neural network	43
RETRACTED ARTICLE: Adaptive recurrent neural network for software defect prediction with the aid of quantum theory- particle swarm optimization	43
CECM: A cognitive emotional contagion model in social networks	43
Structure-constrained deep feature fusion for chronic otitis media and cholesteatoma identification	43
Searching for associations between social media trending topics and organizations	42
A fast feature selection technique for real-time face detection using hybrid optimized region based convolutional neural network	42
SAM: cross-modal semantic alignments module for image-text retrieval	42
Convolutional neural network optimized by differential evolution for electrocardiogram classification	42
Survey on facial expressions recognition: databases, features and classification schemes	42
A wavelet-based watermarking for secure medical image transmission in telemedicine application	42
Emotion classification using temporal and spectral features from IR-UWB-based respiration data	42
Sureness calamity salvage framework with inventive bandwidth scheme for data storage in cloud computing	41
Correction to: Automatic COVID-19 detection mechanisms and approaches from medical images: a systematic review	41
Designing face resemblance technique using near set theory under varying facial features	41
New color image encryption technique based on three-dimensional logistic map and Grey wolf optimization based generated substitution boxes	41
Correction to: Swarm intelligence based object tracking	41
Restoration of damaged artworks based on a generative adversarial network	40
Segmentation technique for the detection of Micro cracks in solar cell using support vector machine	40
A novel binary horse herd optimization algorithm for feature selection problem	40
Understanding the impact of query expansion on federated search	40
Retraction Note: Identifying brain abnormalities from electroencephalogram using evolutionary gravitational neocognitron neural network	39
Product discovery utilizing the semantic data model	39

Retraction Note: Load balancing in wireless networks using reputation-ReDS in the magnified distributed hash table	39
Capsule neural network based approach for subject specific and cross-subjects seizure detection from EEG signals	39
A comparative study of grape crop disease classification using various transfer learning techniques	39
A tale of two interfaces: vitrivr at the lifelog search challenge	38
A preventive and curative watermarking scheme for an industrial solution	38
TrachomaNet: Detection and grading of trachoma using texture feature based deep convolutional neural network	38
Trs-net tropical revolving storm disasters analysis and classification based on multispectral images using 2-d deep convolutional neural network	38
An efficient network intrusion detection model for IoT security using K-NN classifier and feature selection	38
Study on versatile video coding multiple transform selection of hardware architecture based on FPGA	38
Pattern Recognition for Adaptive User Interfaces	38
Context-aware adaptation of mobile video decoding resolution	37
Deep fusion framework for speech command recognition using acoustic and linguistic features	37
Improved twin bounded large margin distribution machines for binary classification	37
Deep stereoscopic image saliency inspired stereoscopic image thumbnail generation	37
Efficient color image encryption by color-grayscale conversion based on steganography	37
Objective quality assessment of retargeted images based on RBF neural network with structural distortion and content change	37
Adversarial image perturbations with distortions weighted by color on deep neural networks	37
A New Seam Carving Method for Image Resizing Based on Entropy Energy and Lyapunov Exponent	37
Attention based convolutional networks for traffic flow prediction	37
Machine learning based biomedical image processing for echocardiographic images	37
Optimized face-emotion learning using convolutional neural network and binary whale optimization	37
Emotion recognition by web-shaped model	37
Self co-articulation removal and hybrid classifier-feature combination for dynamic hand gesture recognition	36
A versatile blind JPEG image quality assessment method	36
An RGB-D sensor-based instrument for sitting balance assessment	36
HandGCNN model for gesture recognition based voice assistance	36
Diagnosis of optic neuritis using magnetic resonance images	36
On using a Particle Image Velocimetry based approach for candidate nodule detection	36
Development iterations based on web augmentation and context tasks	36
Tri-integrated convolutional neural network for audio image classification using Mel-frequency spectrograms	36
Convolutional neural network with support vector machine for motor imagery EEG signal classification	35
Accurate segmentation of lung nodule with low contrast boundaries by least weight navigation	35
Variable-length CNNs evolved by digitized chimp optimization algorithm for deep learning applications	35
EEG temporal information-based 1-D convolutional neural network for motor imagery classification	35
Learning depth-aware features for indoor scene understanding	35
Evaluation of user response by using visual cues designed to direct the viewer’s attention to the main scene in an immersive environment	35
Correction to: Computer-aided diagnosis for burnt skin images using deep convolutional neural network	35
An accurate analogy based software effort estimation using hybrid optimization and machine learning techniques	35
Information granule-based multi-view point sets registration using fuzzy c-means clustering	35
Deep learning-based multi-view 3D-human action recognition using skeleton and depth data	35
AI-driven deep and handcrafted features selection approach for Covid-19 and chest related diseases identification	35
Augmented reality experience in an architectural design studio	34
Downsampling in uniformly-spaced windows for coding-based Palmprint recognition	34
A novel method of digital image encryption using graph theory	34
An effective text plagiarism detection system based on feature selection and SVM techniques	34
Static hand gesture recognition method based on the Vision Transformer	34
Multi-scale dual-modal generative adversarial networks for text-to-image synthesis	34
A novel blockchain federated safety-as-a-service scheme for industrial IoT using machine learning	34
Hyperspectral imaging and target detection algorithms: a review	34
A sensitivity analysis for polyp segmentation with U-Net	33
Retraction Note: Intelligent business and marketing model under full platform multimedia soft computing framework	33
Novel image compression-then-encryption scheme based on 2D cross coupled map lattice and compressive sensing	33
The development of assisted- visually impaired people robot in the indoor environment based on deep learning	33
Hyper-chaotic image encryption system based on N + 2 ring Joseph algorithm and reversible cellular automata	33
MRI and CT image fusion using cartoon-texture and QWT decomposition and cuckoo search-grey wolf optimization	33
RETRACTED ARTICLE: Drug discovery through Covid-19 genome sequencing with siamese graph convolutional neural network	33
Sand-dust image enhancement based on light attenuation and transmission compensation	33
Adaptive graph regularized non-negative Tucker decomposition for multiway dimensionality reduction	33
An efficient software defined network controller based routing adaptation for enhancing QoE of multimedia streaming service	33
A bit plane image encryption algorithm based on compound chaos	33
Automatic software bug prediction using adaptive golden eagle optimizer with deep learning	33
Analysis of schizophrenia using support vector machine classifier	33
Image inpainting algorithm based on tensor decomposition and weighted nuclear norm	32
Early intention prediction of pedestrians using contextual attention-based LSTM	32
Machine intelligence based hybrid classifier for spam detection and sentiment analysis of SMS messages	32
Text classification of Chinese news based on multi-scale CNN and LSTM hybrid model	32
The influence of product digital visual presentation on purchase willingness: effects of roundedness axes and degree	32
Dynamically constructing semantic topic hierarchy through formal concept analysis	32
Smart credit card fraud detection system based on dilated convolutional neural network with sampling technique	32
Automatic content moderation on social media	32
Enhanced copy-move forgery detection using deep convolutional neural network (DCNN) employing the ResNet-101 transfer learning model	32
A significantly enhanced neural network for handwriting assessment in Parkinson’s disease detection	32
Optimized clustering routing framework to maintain the optimal energy status in the wsn mobile cloud environment	31
Method for speeding up spatial error concealment using prediction mode of the neighboring blocks on H.264 video communication	31
Semi-supervised self-training approach for identification of non-referential pronouns and ellipsis in arabic texts	31
Classification methods of butterfly images based on U-net and STL-MSDNet	31
An epileptic seizures diagnosis system using feature selection, fuzzy temporal naive Bayes and T-CNN	31
Architecture development with measurement index for agriculture decision-making system using internet of things and machine learning	31
HQLC-Overlap: an adaptive low-cost binocular 3D human pose estimation model	31
Joint image compression and encryption using set partitioning in hierarchical tree in MSVD domain	31
A model-independent method for local blur estimation and its application to edge detection	31
Adaptive morphology structural element construction algorithm based on local pixel density and symmetry	31
DSSN: dual shallow Siamese network for fashion image retrieval	31
Multimedia interactive exercises for online training	31
Facial image super-resolution using progressive network interleaved correlation filter	31
Local weight coupled network: multi-modal unequal semi-supervised domain adaptation	31
A construction of post quantum secure authenticated key agreement design for mobile digital rights management system	30
For better and quicker understanding of how users feel: an optimized sentiment classification model for long comments on social networks	30
CoMAC: A cooperation-based multiparty audio conferencing system for mobile users	30
An ensemble approach using a frequency-based and stacking classifiers for effective facial expression recognition	30
Correction to: People re-identification under occlusion and crowded background	30
A new data hiding model based on adaptive keyed Huffman multi-layer midpoint folding and optimized deep wavelet histogram modification strategy	30
USBE: User-similarity based estimator for multimedia cold-start recommendation	30
Myscéal: a deeper analysis of an interactive lifelog search engine	30
An automatic AVR biomarker assessment system in retinal imaging	30