Multimedia Tools and Applications

Article	Citations
Convolutional gated recurrent unit networks based real-time monaural speech enhancement	1346
Quality evaluation of commercially available healthcare applications for prostate cancer management	1258
An effective sharing approach of selective video frames for secure multimedia transmission	297
Gait recognition based on margin sample mining loss	209
Forward-looking omnidirectional infrared pedestrian detection for driver assistance	192
Body size measurement based on deep learning for image segmentation by binocular stereovision system	174
A novel approach to detect instant emotion change through spectral variation in single frequency filtering spectrogram of each pitch cycle	172
Secure map legends based on just noticeable distortion and watermark bit recovery	149
Expectation propagation learning of finite and infinite Gamma mixture models and its applications	142
Multimodal user interaction with in-car equipment in real conditions based on touch and speech modes in the Persian language	140
Weakly supervised semantic segmentation with segments and neighborhood classifiers	139
A real time target face tracking algorithm based on saliency detection and Camshift	137
Systematic review of content analysis algorithms based on deep neural networks	133
Facial expression recognition based on strong attention mechanism and residual network	128
Wuthering heights: gauging fear at altitude in virtual reality	126
Automatic image caption generation using deep learning	124
Content-adaptive mode decision for low complexity 3D-HEVC	118
Recognition of offline handwritten Devanagari characters using new mask-based approach, histogram of oriented gradients and AdaBoost	117
ASTT: acoustic spatial-temporal transformer for short utterance speaker recognition	117
Optimal sequence reordering for low delay screen content coding	116
JULive3D: a live image acquisition protocol for real-time 3D face recognition	113
An effective method for salt and pepper noise removal based on algebra and fuzzy logic function	110
A conditional random field framework for language process in product review mining	109
A (t,n)- Secret image sharing with steganography based on Rook polynomial and LWE problem	103
Acquisition super resolution from infrared images using proposed techniques	102

A signal-driven based flexible integrated scheduling algorithm with bidirectional coordination mechanism	100
Blockchain-based conditional privacy-preserving authentication scheme in VANETs	97
A service collaboration method based on mobile edge computing in internet of things	96
Face detection for rail transit passengers based on single shot detector and active learning	95
A Hierarchical modified AV1 codec for compression cartesian form of holograms in holo and object planes	93
Investigations on speaker adaptation using a continuous vocoder within recurrent neural network based text-to-speech synthesis	93
A new visually meaningful double-image encryption algorithm combining 2D compressive sensing with fractional-order chaotic system	91
The improved method in fabric image classification using convolutional neural network	91
Skeleton-based human action recognition by fusing attention based three-stream convolutional neural network and SVM	90
A new robust approach for altered handwritten text detection	89
Correction to: Bunch graph based dimensionality reduction using auto-encoder for character recognition	88
Mitigating cross-client GANs-based attack in federated learning	88
Correction to: Regional optimum frequency analysis of resting-state fMRI data for early detection of Alzheimer’s disease biomarkers	85
Correction to: Automatic detection of osteosarcoma based on integrated features and feature selection using binary arithmetic optimization algorithm	84
Correction to: Images encryption based on robust multi-mode finite time synchronization of fractional-order hyper-chaotic Rikitake systems	83
Wave space sonification of the folding pathways of protein molecules modeled as hyper-redundant robotic mechanisms	80
Infrared target recognition with deep learning algorithms	79
Quantization selection based on characteristic of cover image for PVD Steganography to optimize imperceptibility and capacity	78
Fisher-Yates scrambling algorithm combined with S-box color image encryption technology based on 3D-SCCM chaotic system	76
ECG compression using optimized B-spline	76
Lane detection techniques for self-driving vehicle: comprehensive review	76
Fake region identification in an image using deep learning segmentation model	76
Dress-up: deep neural framework for image-based human appearance transfer	75
Finger vein recognition techniques: a comprehensive review	75
Underwater image enhancement using multiscale decomposition and gamma correction	74
Breast cancer: toward an accurate breast tumor detection model in mammography using transfer learning techniques	74
SqueezeCapsNet: enhancing capsule networks with squeezenet for holistic medical and complex images	73
EmoffMeme: identifying offensive memes by leveraging underlying emotions	72
A survey on digital video stabilization	70
Image steganography based on difference of Gaussians edge detection	69
High capacity reversible data hiding in encrypted images using block labeling	68
SCL-FExR: supervised contrastive learning approach for facial expression Recognition	67
Unsupervised learning based dual-branch fusion low-light image enhancement	66
Artificial intelligence unlocks ecological environment governance —smart statistical monitoring based on meteorology	66
A real-time detection method of multi-scale traffic signs based on dynamic pruning strategy	65
Improving precision of objective image/video quality meters	65
Switching network for mixing experts with application to traffic sign recognition	64
Fuzzy-based dynamic difficulty adjustment of an educational 3D-game	63
Multimodal human action recognition based on spatio-temporal action representation recognition model	63
StegGAN: hiding image within image using conditional generative adversarial networks	63
A state-of-the-art review on adversarial machine learning in image classification	63
Detection of natural wood defects with large color differences based on branched network	63
A graphical tool for formal verification using Event-B modeling	63
Assessing student engagement from facial behavior in on-line learning	62
ESSR-GAN: Enhanced super and semi supervised remora resolution based generative adversarial learning framework model for smartphone based road damage detection	62
Performance analysis of multiple input single layer neural network hardware chip	62
Segmentation of farmlands in aerial images by deep learning framework with feature fusion and context aggregation modules	62
Deep learning-based parking occupancy detection framework using ResNet and VGG-16	61
Intelligent plant disease diagnosis using convolutional neural network: a review	61
Contrastive study of minimum edit distance and cosine similarity measures in the context of word suggestions for misspelled Marathi words	61

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

Enhanced reversible and secure patient data hiding algorithm based on cellular automata	39
Towards artificial intelligence in mental health: a comprehensive survey on the detection of schizophrenia	39
Evolutionary-based image encryption using Magic Square Chaotic algorithm and RNA codons truth table	39
WoM-based deep BiLSTM: smart disease prediction model using WoM-based deep BiLSTM classifier	39
Sureness calamity salvage framework with inventive bandwidth scheme for data storage in cloud computing	39
Design of high-speed blockchain-based sidechaining peer to peer communication protocol over 5G networks	39
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
Block-level double JPEG compression detection for image forgery localization	38
Pattern Recognition for Adaptive User Interfaces	38
Underwater Image Enhancement using Deep Learning	38
A tale of two interfaces: vitrivr at the lifelog search challenge	38
A preventive and curative watermarking scheme for an industrial solution	38
Detecting skin lesions fusing handcrafted features in image network ensembles	38
Tri-integrated convolutional neural network for audio image classification using Mel-frequency spectrograms	37
Dynamically constructing semantic topic hierarchy through formal concept analysis	37
Deep stereoscopic image saliency inspired stereoscopic image thumbnail generation	37
Optimized face-emotion learning using convolutional neural network and binary whale optimization	37
Study on versatile video coding multiple transform selection of hardware architecture based on FPGA	37
Emotion recognition by web-shaped model	37
Improved twin bounded large margin distribution machines for binary classification	37
A New Seam Carving Method for Image Resizing Based on Entropy Energy and Lyapunov Exponent	37
TrachomaNet: Detection and grading of trachoma using texture feature based deep convolutional neural network	37
The development of assisted- visually impaired people robot in the indoor environment based on deep learning	36
Automatic software bug prediction using adaptive golden eagle optimizer with deep learning	36
Adversarial image perturbations with distortions weighted by color on deep neural networks	36
A bit plane image encryption algorithm based on compound chaos	36
Adaptive graph regularized non-negative Tucker decomposition for multiway dimensionality reduction	36
Analysis of schizophrenia using support vector machine classifier	36
Objective quality assessment of retargeted images based on RBF neural network with structural distortion and content change	36
Image inpainting algorithm based on tensor decomposition and weighted nuclear norm	36
An accurate analogy based software effort estimation using hybrid optimization and machine learning techniques	36
Context-aware adaptation of mobile video decoding resolution	36
On using a Particle Image Velocimetry based approach for candidate nodule detection	35
EEG temporal information-based 1-D convolutional neural network for motor imagery classification	35
A versatile blind JPEG image quality assessment method	35
Development iterations based on web augmentation and context tasks	35
Accurate segmentation of lung nodule with low contrast boundaries by least weight navigation	35
Convolutional neural network with support vector machine for motor imagery EEG signal classification	35
An RGB-D sensor-based instrument for sitting balance assessment	35
Machine learning based biomedical image processing for echocardiographic images	35
Diagnosis of optic neuritis using magnetic resonance images	35
A novel method of digital image encryption using graph theory	35
Information granule-based multi-view point sets registration using fuzzy c-means clustering	34
HandGCNN model for gesture recognition based voice assistance	34
Retraction Note: Intelligent business and marketing model under full platform multimedia soft computing framework	34
DSSN: dual shallow Siamese network for fashion image retrieval	34
Attention based convolutional networks for traffic flow prediction	34
Learning depth-aware features for indoor scene understanding	34
RETRACTED ARTICLE: Drug discovery through Covid-19 genome sequencing with siamese graph convolutional neural network	34
Self co-articulation removal and hybrid classifier-feature combination for dynamic hand gesture recognition	34
Sand-dust image enhancement based on light attenuation and transmission compensation	34
Novel image compression-then-encryption scheme based on 2D cross coupled map lattice and compressive sensing	34
Evaluation of user response by using visual cues designed to direct the viewer’s attention to the main scene in an immersive environment	33
Deep fusion framework for speech command recognition using acoustic and linguistic features	33
MRI and CT image fusion using cartoon-texture and QWT decomposition and cuckoo search-grey wolf optimization	33
Multi-scale dual-modal generative adversarial networks for text-to-image synthesis	33
AI-driven deep and handcrafted features selection approach for Covid-19 and chest related diseases identification	33
A sensitivity analysis for polyp segmentation with U-Net	33
Static hand gesture recognition method based on the Vision Transformer	33
Augmented reality experience in an architectural design studio	33
Hyper-chaotic image encryption system based on N + 2 ring Joseph algorithm and reversible cellular automata	33
Deep learning-based multi-view 3D-human action recognition using skeleton and depth data	33
Variable-length CNNs evolved by digitized chimp optimization algorithm for deep learning applications	33
An effective text plagiarism detection system based on feature selection and SVM techniques	33
Architecture development with measurement index for agriculture decision-making system using internet of things and machine learning	32
Downsampling in uniformly-spaced windows for coding-based Palmprint recognition	32
Text classification of Chinese news based on multi-scale CNN and LSTM hybrid model	32
Machine intelligence based hybrid classifier for spam detection and sentiment analysis of SMS messages	32
Efficient color image encryption by color-grayscale conversion based on steganography	32
A significantly enhanced neural network for handwriting assessment in Parkinson’s disease detection	32
Correction to: Computer-aided diagnosis for burnt skin images using deep convolutional neural network	32
Enhanced copy-move forgery detection using deep convolutional neural network (DCNN) employing the ResNet-101 transfer learning model	32
A novel blockchain federated safety-as-a-service scheme for industrial IoT using machine learning	32
An efficient software defined network controller based routing adaptation for enhancing QoE of multimedia streaming service	32
Hyperspectral imaging and target detection algorithms: a review	32
Smart credit card fraud detection system based on dilated convolutional neural network with sampling technique	31
The influence of product digital visual presentation on purchase willingness: effects of roundedness axes and degree	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
Facial image super-resolution using progressive network interleaved correlation filter	31
Development of an offline OOH advertising recommendation system using negative sampling and deep interest network	31
Optimized clustering routing framework to maintain the optimal energy status in the wsn mobile cloud environment	31
HQLC-Overlap: an adaptive low-cost binocular 3D human pose estimation model	31
Adaptive morphology structural element construction algorithm based on local pixel density and symmetry	31
Classification methods of butterfly images based on U-net and STL-MSDNet	31
Early intention prediction of pedestrians using contextual attention-based LSTM	31
Automatic content moderation on social media	31
A mechanism for personalized Automatic Speech Recognition for less frequently spoken languages: the Greek case	31
Joint image compression and encryption using set partitioning in hierarchical tree in MSVD domain	31
Multimedia interactive exercises for online training	31
Hybrid scheme for safe speech transmission based on multiple chaotic maps, watermarking and Arnold scrambling algorithm	30
A multi-path attention network for non-uniform blind image deblurring	30
An ensemble approach using a frequency-based and stacking classifiers for effective facial expression recognition	30
An automatic AVR biomarker assessment system in retinal imaging	30