Multimedia Tools and Applications

Article	Citations
Convolutional gated recurrent unit networks based real-time monaural speech enhancement	1205
Quality evaluation of commercially available healthcare applications for prostate cancer management	1064
An effective sharing approach of selective video frames for secure multimedia transmission	251
Switching network for mixing experts with application to traffic sign recognition	182
Gait recognition based on margin sample mining loss	175
Forward-looking omnidirectional infrared pedestrian detection for driver assistance	159
Body size measurement based on deep learning for image segmentation by binocular stereovision system	157
A novel approach to detect instant emotion change through spectral variation in single frequency filtering spectrogram of each pitch cycle	154
Secure map legends based on just noticeable distortion and watermark bit recovery	152
Grayscale image coding using optimal pixel grouping and adaptive multi-grouping division block truncation coding	148
Expectation propagation learning of finite and infinite Gamma mixture models and its applications	139
Faulty RJ45 connectors detection on radio base station using deep learning	135
Correction to: Regional optimum frequency analysis of resting-state fMRI data for early detection of Alzheimer’s disease biomarkers	132
Correction to: Automatic detection of osteosarcoma based on integrated features and feature selection using binary arithmetic optimization algorithm	130
Correction to: Images encryption based on robust multi-mode finite time synchronization of fractional-order hyper-chaotic Rikitake systems	130
Correction to: Bunch graph based dimensionality reduction using auto-encoder for character recognition	127
Multimodal user interaction with in-car equipment in real conditions based on touch and speech modes in the Persian language	126
Infrared target recognition with deep learning algorithms	126
Weakly supervised semantic segmentation with segments and neighborhood classifiers	125
A real time target face tracking algorithm based on saliency detection and Camshift	123
Content-adaptive mode decision for low complexity 3D-HEVC	120
Quantization selection based on characteristic of cover image for PVD Steganography to optimize imperceptibility and capacity	119
Dilated Multi-scale Fusion for Point Cloud Classification and Segmentation	115
High capacity reversible data hiding in encrypted images using block labeling	114
Unsupervised learning based dual-branch fusion low-light image enhancement	113

ASTT: acoustic spatial-temporal transformer for short utterance speaker recognition	113
The recommendation of satisfactory product for new users in social commerce website	109
Recognition of offline handwritten Devanagari characters using new mask-based approach, histogram of oriented gradients and AdaBoost	108
Optimal sequence reordering for low delay screen content coding	108
A Hierarchical modified AV1 codec for compression cartesian form of holograms in holo and object planes	108
A lightweight image encryption algorithm based on patterns in Rubik’s revenge cube	107
JULive3D: a live image acquisition protocol for real-time 3D face recognition	106
Multi-task person re-identification via attribute and part-based learning	105
Fisher-Yates scrambling algorithm combined with S-box color image encryption technology based on 3D-SCCM chaotic system	105
An effective method for salt and pepper noise removal based on algebra and fuzzy logic function	102
Breast cancer: toward an accurate breast tumor detection model in mammography using transfer learning techniques	101
Spatio-temporal convolutional residual network for regional commercial vitality prediction	100
Deep convolution neural network with context based expanded neighbourhoods distance re-ranking model for person re-identification	96
Mixed Gaussian-Impulse noise robust face hallucination via noise suppressed low-and-high resolution space-based neighbor representation	94
Artificial intelligence unlocks ecological environment governance —smart statistical monitoring based on meteorology	93
A conditional random field framework for language process in product review mining	93
Prediction of epileptic seizures from spectral features of intracranial eeg recordings using deep learning approach	91
Siamese convolutional neural network and fusion of the best overlapping blocks for kinship verification	90
Systematic review of content analysis algorithms based on deep neural networks	89
Cryptanalysis and Improvement of Novel Image Encryption Technique Using Hybrid Method of Discrete Dynamical Chaotic Maps and Brownian Motion	89
ESSR-GAN: Enhanced super and semi supervised remora resolution based generative adversarial learning framework model for smartphone based road damage detection	86
Facial expression recognition based on strong attention mechanism and residual network	86
Wuthering heights: gauging fear at altitude in virtual reality	83
SCL-FExR: supervised contrastive learning approach for facial expression Recognition	83
Remote sensing scene classification with multi-spatial scale frequency covariance pooling	83
Split-attention effects in multimedia learning environments: eye-tracking and EEG analysis	82
StegGAN: hiding image within image using conditional generative adversarial networks	82
Acquisition super resolution from infrared images using proposed techniques	81
A (t,n)- Secret image sharing with steganography based on Rook polynomial and LWE problem	81
A signal-driven based flexible integrated scheduling algorithm with bidirectional coordination mechanism	81
A service collaboration method based on mobile edge computing in internet of things	80
Blockchain-based conditional privacy-preserving authentication scheme in VANETs	80
Face detection for rail transit passengers based on single shot detector and active learning	80
ECG compression using optimized B-spline	78
Investigations on speaker adaptation using a continuous vocoder within recurrent neural network based text-to-speech synthesis	77
A framework for extended belief rule base reduction and training with the greedy strategy and parameter learning	76
Performance analysis of multiple input single layer neural network hardware chip	75
A state-of-the-art review on adversarial machine learning in image classification	75
Anti-forensics of fake stereo audio using generative adversarial network	75
Lane detection techniques for self-driving vehicle: comprehensive review	74
A new visually meaningful double-image encryption algorithm combining 2D compressive sensing with fractional-order chaotic system	74
A survey on digital video stabilization	73
A real-time detection method of multi-scale traffic signs based on dynamic pruning strategy	73
A graphical tool for formal verification using Event-B modeling	73
Finger vein recognition techniques: a comprehensive review	73
Personalized saliency prediction using color spaces	72
Detection of natural wood defects with large color differences based on branched network	72
Two-fold brain tumor segmentation using fuzzy image enhancement and DeepBrainet2.0	72
The improved method in fabric image classification using convolutional neural network	71
Development and validation of a deep learning-based algorithm for drowsiness detection in facial photographs	71

Underwater image enhancement using multiscale decomposition and gamma correction	70
Wave space sonification of the folding pathways of protein molecules modeled as hyper-redundant robotic mechanisms	69
Segmentation of farmlands in aerial images by deep learning framework with feature fusion and context aggregation modules	69
SqueezeCapsNet: enhancing capsule networks with squeezenet for holistic medical and complex images	68
Dress-up: deep neural framework for image-based human appearance transfer	68
Assessing student engagement from facial behavior in on-line learning	68
Mitigating cross-client GANs-based attack in federated learning	68
A spatial procedure to spectral subtraction for speech enhancement	67
Deep learning-based parking occupancy detection framework using ResNet and VGG-16	67
Intelligent plant disease diagnosis using convolutional neural network: a review	67
Improving precision of objective image/video quality meters	66
Skeleton-based human action recognition by fusing attention based three-stream convolutional neural network and SVM	66
Efficient color face recognition based on quaternion discrete orthogonal moments neural networks	66
Optimized deep learning for genre classification via improved moth flame algorithm	66
A new robust approach for altered handwritten text detection	65
Multimodal human action recognition based on spatio-temporal action representation recognition model	64
AttCluster-MDGCNs: multiscale dynamic graph convolution networks with an attention cluster for skeletal-based action	64
Plant classification in the wild: Energy evaluation for deep learning models	64
EmoffMeme: identifying offensive memes by leveraging underlying emotions	64
Detection of tartrazine colored rice flour adulteration in turmeric from multi-spectral images on smartphone using convolutional neural network deployed on PaaS cloud	63
Deep convolutional neural network for enhancing traffic sign recognition developed on Yolo V4	62
Image steganography based on difference of Gaussians edge detection	62
Fuzzy-based dynamic difficulty adjustment of an educational 3D-game	62
Fake region identification in an image using deep learning segmentation model	62
A gray level indicator-based nonlinear diffusion equation for the removal of random-valued impulse noise	62
Contrastive study of minimum edit distance and cosine similarity measures in the context of word suggestions for misspelled Marathi words	61
Automatic image caption generation using deep learning	61
Retraction Note: Load balancing in wireless networks using reputation-ReDS in the magnified distributed hash table	60
Intensifying graph diffusion-based salient object detection with sparse graph weighting	60
Multimedia-based Healthcare Systems using Computational Intelligence	60
Enhanced-Longest Common Subsequence based novel steganography approach for cloud storage	59
Retraction Note: Community guidance model based on interactive multimedia system	59
LGVTON: a landmark guided approach for model to person virtual try-on	59
A novel dual-based ADMM to the Chan-Vese model	58
VETE: improving visual embeddings through text descriptions for eCommerce search engines	58
An efficient ir approach based semantic segmentation	58
Correction to: Swarm intelligence based object tracking	58
Reversible data hiding in encrypted images using median prediction and bit plane cycling-XOR	58
Human activity recognition by combining external features with accelerometer sensor data using deep learning network model	57
A desired histogram estimation accompanied with an exact histogram matching method for image contrast enhancement	57
Histogram and entropy oriented image coding for clustered wireless multimedia sensor networks (WMSNS)	57
Investigating the multimedia pointing techniques in the tabletop-centric cross-device interaction	57
Guided normal filter for 3D point clouds	57
Performance analysis of multi-level thresholding for microaneurysm detection	57
A deep learning based system for writer identification in handwritten Arabic historical manuscripts	57
A hybrid deep model with cumulative learning for few-shot learning	57
Diffusion tensor image denoising via geometric invariant nonlocal means on the tensor manifold	57
Multi-label personality trait identification from text	57
Information recombination network for contour detection	56
Real-time microscopy image-based segmentation and classification models for cancer cell detection	56
Pulmonary fissure segmentation in CT images based on ODoS filter and shape features	56
Enhanced reversible and secure patient data hiding algorithm based on cellular automata	56
Piezoresistor defect classification using convolutional neural networks based on incremental branch growth	56
Exploration of multi-source discriminative acoustic feature for speaker recognition with short-duration audio signal	56
Supervision dropout: guidance learning in deep neural network	56
Comparison study on the performance of the multi classifiers with hybrid optimal features selection method for medical data diagnosis	56
Does it work outside this benchmark? Introducing the rigid depth constructor tool	55
Quadratic smoothing based video stabilization using spatio-temporal regularity flow	55
Artistic image synthesis from unsupervised segmentation maps	54
A novel colour image encryption scheme using dynamic DNA coding, chaotic maps, and SHA-2	54
Product discovery utilizing the semantic data model	54
Segmentation technique for the detection of Micro cracks in solar cell using support vector machine	54
Deep facial recognition after medical alterations	53
Blockchain assisted AHMFA authentication in employee performance assessment system	53
Performance and security analysis using B-128 modified blowfish algorithm	53
Hilbert quantum image scrambling and graph signal processing-based image steganography	53
Lower extremity kinematics walking speed classification using long short-term memory neural frameworks	53
Sureness calamity salvage framework with inventive bandwidth scheme for data storage in cloud computing	53
A novel method of compressive sensing MRI reconstruction based on sandpiper optimization algorithm (SPO) and mask region based convolution neural network (mask RCNN)	52
Big health data for elderly employees job performance of SOEs: visionary and enticing challenges	52
NAUNet: lightweight retinal vessel segmentation network with nested connections and efficient attention	52
Correction to: Automatic COVID-19 detection mechanisms and approaches from medical images: a systematic review	52
Correction to: Histogram and entropy oriented image coding for clustered wireless multimedia sensor networks (WMSNS)	52
Robust blind watermarking approach against the compression for fingerprint image using 2D-DCT	51
Computer vision-based predictive analysis of chronic cardiovascular disease using heartbeat features	51
Split-merge-excitation: a robust channel-wise feature attention mechanism applied to MDNet tracking	51
Joint manipulation trace attention network and adaptive fusion mechanism for image splicing forgery localization	51
A new encryption model for multimedia content using two dimensional Brownian motion and coupled map lattice	51
Impact analysis of recovery cases due to COVID-19 outbreak using deep learning model	50
SPOC learner’s final grade prediction based on a novel sampling batch normalization embedded deep neural network method	50

Encrypted speech retrieval based on long sequence Biohashing	50
SSEER: Segmented sectors in energy efficient routing for wireless sensor network	50
Visual-motor control methods for interactive real-time MRI-cardiac imaging	50
Seeing is relieving: effects of serious storytelling with images on interview performance anxiety	49
Epileptic seizure detection using posterior probability-based convolutional neural network classifier	49
A novel multi-layer color image encryption based on RSA cryptosystem, RP2DFrHT and generalized 2D Arnold map	49
Vehicle detection and traffic density estimation using ensemble of deep learning models	49
Toward automatic plant phenotyping: starting from leaf counting	49
Image encryption algorithm based on lattice hash function and privacy protection	49
Digital image noise removal based on collaborative filtering approach and singular value decomposition	49
RETRACTED ARTICLE: Adaptive recurrent neural network for software defect prediction with the aid of quantum theory- particle swarm optimization	48
Restoration of damaged artworks based on a generative adversarial network	48
Convolutional neural network optimized by differential evolution for electrocardiogram classification	48
Efficient image enhancement using improved RIQMC based ROHIM model	48
Structure-constrained deep feature fusion for chronic otitis media and cholesteatoma identification	48
Automatic detection of hypertensive retinopathy using improved fuzzy clustering and novel loss function	47
Image encryption using a standard map and a teaching-learning based optimization algorithm	47
Fog computing-assisted path planning for smart shopping	47
Accurate deep and direction classification model based on the antiprism graph pattern feature generator using underwater acoustic for defense system	47
Searching for associations between social media trending topics and organizations	47
Multi-stage glioma segmentation for tumour grade classification based on multiscale fuzzy C-means	46
A review on Di-electrical resonant antenna based on the performance of gain and bandwidth	46
DFC-D: A dynamic weight-based multiple features combination for real-time moving object detection	46
Emotion classification using temporal and spectral features from IR-UWB-based respiration data	46
Progress in multi-object detection models: a comprehensive survey	46
New color image encryption technique based on three-dimensional logistic map and Grey wolf optimization based generated substitution boxes	46
Efficient vision-based multi-target augmented reality in the browser	46
Evolutionary-based image encryption using Magic Square Chaotic algorithm and RNA codons truth table	45
Understanding the impact of query expansion on federated search	45
Perceived visual comfort and usefulness of a circadian lighting system implemented at a nursing home	45
A fast feature selection technique for real-time face detection using hybrid optimized region based convolutional neural network	45
CECM: A cognitive emotional contagion model in social networks	45
ApaNet: adversarial perturbations alleviation network for face verification	45
Fog cloud-assisted IoT-based human identification in construction sites from gait sequences	45
Voice encryption using a unified hyper-chaotic system	44
A color image watermarking method combined QR decomposition and spatial domain	44
Mixed fuzzy pooling in convolutional neural networks for image classification	44
A wavelet-based watermarking for secure medical image transmission in telemedicine application	44
Capsule neural network based approach for subject specific and cross-subjects seizure detection from EEG signals	43
Deep neural combinational model (DNCM): digital image descriptor for child’s independent learning	43
Underwater image enhancement via variable contrast and saturation enhancement model	43
Multidimensional parallel capsule network for SAR image change detection	43
AlexSegNet: an accurate nuclei segmentation deep learning model in microscopic images for diagnosis of cancer	43
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
Detecting skin lesions fusing handcrafted features in image network ensembles	43
Identification of intracranial haemorrhage (ICH) using ResNet with data augmentation using CycleGAN and ICH segmentation using SegAN	43
Biometric cryptosystems: a comprehensive survey	43
Image transfer with secure communications application using a new reversible chaotic image encryption	43
A parallel grid-search-based SVM optimization algorithm on Spark for passenger hotspot prediction	43
Designing lightweight small object detection models using attention and context	43
Rumor detection in social network based on user, content and lexical features	42
Video based basketball shooting prediction and pose suggestion system	42
Grassmannian graph-attentional landmark selection for domain adaptation	42
A new approach to energy-aware routing in the Internet of Things using improved Grasshopper Metaheuristic Algorithm with Chaos theory and Fuzzy Logic	42
Fully convolutional neural network with attention gate and fuzzy active contour model for skin lesion segmentation	42
On Chaos based duo confusion duo diffusion for colour images	42
SAM: cross-modal semantic alignments module for image-text retrieval	42
Underwater Image Enhancement using Deep Learning	42
RETRACTED ARTICLE: Fingerprint classification system using CNN	41
Semi-supervised internet water army detection based on graph embedding	41
An improved deep convolutional neural network by using hybrid optimization algorithms to detect and classify brain tumor using augmented MRI images	41
Designing face resemblance technique using near set theory under varying facial features	41
Retraction Note: Identifying brain abnormalities from electroencephalogram using evolutionary gravitational neocognitron neural network	41
Blind image inpainting quality assessment using local features continuity	41
Design of high-speed blockchain-based sidechaining peer to peer communication protocol over 5G networks	41
Real-time data sharing, path planning and route optimization in urban traffic management	41
A comparative study of grape crop disease classification using various transfer learning techniques	41
Survey on facial expressions recognition: databases, features and classification schemes	41
WoM-based deep BiLSTM: smart disease prediction model using WoM-based deep BiLSTM classifier	41
An efficient network intrusion detection model for IoT security using K-NN classifier and feature selection	40
Deep reinforcement learning based control for Autonomous Vehicles in CARLA	40
Correction to: Computer-aided diagnosis for burnt skin images using deep convolutional neural network	40
Trs-net tropical revolving storm disasters analysis and classification based on multispectral images using 2-d deep convolutional neural network	40
Information granule-based multi-view point sets registration using fuzzy c-means clustering	40
Block-level double JPEG compression detection for image forgery localization	40
Character segmentation and restoration of Qin-Han bamboo slips using local auto-focus thresholding method	40
Procedural modeling of plant ecosystems maximizing vegetation cover	40
An accurate analogy based software effort estimation using hybrid optimization and machine learning techniques	40
Image cryptosystem based on plain image correlation rate and selective chaotic maps	40
A hybrid CTC+Attention model based on end-to-end framework for multilingual speech recognition	40
Towards artificial intelligence in mental health: a comprehensive survey on the detection of schizophrenia	40
A preventive and curative watermarking scheme for an industrial solution	40
An effective super resolution image reconstruction using spatial entropy based normalized deep convolutional neural network	40
Pattern Recognition for Adaptive User Interfaces	40
A high gain UWB human face shaped MIMO microstrip printed antenna with high isolation	40
Image encryption with a Josephson junction model embedded in FPGA	40
Optimized face-emotion learning using convolutional neural network and binary whale optimization	39
Improved twin bounded large margin distribution machines for binary classification	39
Downsampling in uniformly-spaced windows for coding-based Palmprint recognition	39
Evaluation of user response by using visual cues designed to direct the viewer’s attention to the main scene in an immersive environment	39
FFT based ensembled model to predict ranks of higher educational institutions	39
The development of assisted- visually impaired people robot in the indoor environment based on deep learning	39
Deep stereoscopic image saliency inspired stereoscopic image thumbnail generation	39
A sensitivity analysis for polyp segmentation with U-Net	39