Multimedia Tools and Applications

Article	Citations
Convolutional gated recurrent unit networks based real-time monaural speech enhancement	906
Quality evaluation of commercially available healthcare applications for prostate cancer management	804
A real-time detection method of multi-scale traffic signs based on dynamic pruning strategy	167
A real time target face tracking algorithm based on saliency detection and Camshift	155
A new robust approach for altered handwritten text detection	131
Deep convolution neural network with context based expanded neighbourhoods distance re-ranking model for person re-identification	131
Correction to: Bunch graph based dimensionality reduction using auto-encoder for character recognition	130
Correction to: Transmission of correct gaze direction in video conferencing using screen-embedded cameras	117
Dilated Multi-scale Fusion for Point Cloud Classification and Segmentation	115
Correction to: Automatic detection of osteosarcoma based on integrated features and feature selection using binary arithmetic optimization algorithm	114
Correction to: Regional optimum frequency analysis of resting-state fMRI data for early detection of Alzheimer’s disease biomarkers	111
Correction to: Images encryption based on robust multi-mode finite time synchronization of fractional-order hyper-chaotic Rikitake systems	110
Cryptanalysis and Improvement of Novel Image Encryption Technique Using Hybrid Method of Discrete Dynamical Chaotic Maps and Brownian Motion	109
Weakly supervised semantic segmentation with segments and neighborhood classifiers	109
The recommendation of satisfactory product for new users in social commerce website	109
Fisher-Yates scrambling algorithm combined with S-box color image encryption technology based on 3D-SCCM chaotic system	105
Fuzzy-based dynamic difficulty adjustment of an educational 3D-game	104
EmoffMeme: identifying offensive memes by leveraging underlying emotions	104
Artificial intelligence unlocks ecological environment governance —smart statistical monitoring based on meteorology	101
Deep convolutional neural network for enhancing traffic sign recognition developed on Yolo V4	98
ESSR-GAN: Enhanced super and semi supervised remora resolution based generative adversarial learning framework model for smartphone based road damage detection	96
Dress-up: deep neural framework for image-based human appearance transfer	96
Infrared target recognition with deep learning algorithms	95
Automatic image caption generation using deep learning	95
Intelligent plant disease diagnosis using convolutional neural network: a review	94

Multimodal user interaction with in-car equipment in real conditions based on touch and speech modes in the Persian language	94
Multimodal human action recognition based on spatio-temporal action representation recognition model	86
Switching network for mixing experts with application to traffic sign recognition	85
An effective sharing approach of selective video frames for secure multimedia transmission	85
Expectation propagation learning of finite and infinite Gamma mixture models and its applications	83
Gait recognition based on margin sample mining loss	83
Forward-looking omnidirectional infrared pedestrian detection for driver assistance	82
Improving precision of objective image/video quality meters	82
Multi-task person re-identification via attribute and part-based learning	82
A novel approach to detect instant emotion change through spectral variation in single frequency filtering spectrogram of each pitch cycle	81
Body size measurement based on deep learning for image segmentation by binocular stereovision system	81
Secure map legends based on just noticeable distortion and watermark bit recovery	80
Grayscale image coding using optimal pixel grouping and adaptive multi-grouping division block truncation coding	80
A gray level indicator-based nonlinear diffusion equation for the removal of random-valued impulse noise	75
Investigations on speaker adaptation using a continuous vocoder within recurrent neural network based text-to-speech synthesis	74
A survey on digital video stabilization	74
A graphical tool for formal verification using Event-B modeling	74
Skeleton-based human action recognition by fusing attention based three-stream convolutional neural network and SVM	73
ASTT: acoustic spatial-temporal transformer for short utterance speaker recognition	73
Wave space sonification of the folding pathways of protein molecules modeled as hyper-redundant robotic mechanisms	73
Mitigating cross-client GANs-based attack in federated learning	73
Contrast preserving decolorization based on the weighted normalized L1 norm	72
High capacity reversible data hiding in encrypted images based on prediction error and block classification	72
EMM: Extended matching market based scheduling for big data platform hadoop	71
Remote sensing scene classification with multi-spatial scale frequency covariance pooling	71
The improved method in fabric image classification using convolutional neural network	69
Camera module Lens blemish detection based on neural network interpretability	69
Exponential increment of RSA attack range via lattice based cryptanalysis	69
Underwater optical image processing based on double threshold judgements and optimized red dark channel prior method	68
Faulty RJ45 connectors detection on radio base station using deep learning	68
Siamese convolutional neural network and fusion of the best overlapping blocks for kinship verification	67
Detection of natural wood defects with large color differences based on branched network	66
An effective method for salt and pepper noise removal based on algebra and fuzzy logic function	66
Recognition of offline handwritten Devanagari characters using new mask-based approach, histogram of oriented gradients and AdaBoost	65
Content-adaptive mode decision for low complexity 3D-HEVC	65
A parallel SP-DBSCAN algorithm on spark for waiting spot recommendation	65
Wuthering heights: gauging fear at altitude in virtual reality	64
Plant classification in the wild: Energy evaluation for deep learning models	63
A Hierarchical modified AV1 codec for compression cartesian form of holograms in holo and object planes	63
JULive3D: a live image acquisition protocol for real-time 3D face recognition	62
A conditional random field framework for language process in product review mining	62
A lightweight image encryption algorithm based on patterns in Rubik’s revenge cube	62
Optimal sequence reordering for low delay screen content coding	62
Anti-forensics of fake stereo audio using generative adversarial network	62
Personalized saliency prediction using color spaces	61
Facial expression recognition based on strong attention mechanism and residual network	60
Efficient color face recognition based on quaternion discrete orthogonal moments neural networks	60
Performance analysis of multiple input single layer neural network hardware chip	59
A framework for extended belief rule base reduction and training with the greedy strategy and parameter learning	59
Split-attention effects in multimedia learning environments: eye-tracking and EEG analysis	58

Face detection for rail transit passengers based on single shot detector and active learning	57
Hiding data in dual images based on turtle shell matrix with high embedding capacity and reversibility	57
Deep learning-based parking occupancy detection framework using ResNet and VGG-16	57
High capacity reversible data hiding in encrypted images using block labeling	57
A service collaboration method based on mobile edge computing in internet of things	57
Lane detection techniques for self-driving vehicle: comprehensive review	57
AttCluster-MDGCNs: multiscale dynamic graph convolution networks with an attention cluster for skeletal-based action	56
Finger vein recognition techniques: a comprehensive review	56
Prediction of epileptic seizures from spectral features of intracranial eeg recordings using deep learning approach	56
Quantization selection based on characteristic of cover image for PVD Steganography to optimize imperceptibility and capacity	56
A (t,n)- Secret image sharing with steganography based on Rook polynomial and LWE problem	56
Learning discriminative features for semi-supervised person re-identification	56
A signal-driven based flexible integrated scheduling algorithm with bidirectional coordination mechanism	56
Image steganography based on difference of Gaussians edge detection	55
Acquisition super resolution from infrared images using proposed techniques	55
Blockchain-based conditional privacy-preserving authentication scheme in VANETs	54
Towards a deep human activity recognition approach based on video to image transformation with skeleton data	54
Birdsong classification based on multi-feature fusion	54
Deep learning for historical books: classification of printing technology for digitized images	54
Two-fold brain tumor segmentation using fuzzy image enhancement and DeepBrainet2.0	53
SqueezeCapsNet: enhancing capsule networks with squeezenet for holistic medical and complex images	53
Systematic review of content analysis algorithms based on deep neural networks	53
SCL-FExR: supervised contrastive learning approach for facial expression Recognition	53
Unsupervised learning based dual-branch fusion low-light image enhancement	53
Segmentation of farmlands in aerial images by deep learning framework with feature fusion and context aggregation modules	53
Fake region identification in an image using deep learning segmentation model	52
Assessing student engagement from facial behavior in on-line learning	52
A state-of-the-art review on adversarial machine learning in image classification	51
A new visually meaningful double-image encryption algorithm combining 2D compressive sensing with fractional-order chaotic system	51
ECG compression using optimized B-spline	51
Spatio-temporal convolutional residual network for regional commercial vitality prediction	51
Development and validation of a deep learning-based algorithm for drowsiness detection in facial photographs	50
StegGAN: hiding image within image using conditional generative adversarial networks	50
Mixed Gaussian-Impulse noise robust face hallucination via noise suppressed low-and-high resolution space-based neighbor representation	50
On Chaos based duo confusion duo diffusion for colour images	49
Contrastive study of minimum edit distance and cosine similarity measures in the context of word suggestions for misspelled Marathi words	49
Optimized deep learning for genre classification via improved moth flame algorithm	49
Grassmannian graph-attentional landmark selection for domain adaptation	49
Multimedia-based Healthcare Systems using Computational Intelligence	49
Breast cancer: toward an accurate breast tumor detection model in mammography using transfer learning techniques	49
Detection of tartrazine colored rice flour adulteration in turmeric from multi-spectral images on smartphone using convolutional neural network deployed on PaaS cloud	49
Efficient image enhancement using improved RIQMC based ROHIM model	49
A spatial procedure to spectral subtraction for speech enhancement	49
Underwater image enhancement using multiscale decomposition and gamma correction	49
Single and two-person(s) pose estimation based on R-WAA	48
Intensifying graph diffusion-based salient object detection with sparse graph weighting	48
Stereo VoVNet-CNN for 3D object detection	47
LGVTON: a landmark guided approach for model to person virtual try-on	47
Investigating the multimedia pointing techniques in the tabletop-centric cross-device interaction	47
GMSK-SLAM: a new RGB-D SLAM method with dynamic areas detection towards dynamic environments	47
Sureness calamity salvage framework with inventive bandwidth scheme for data storage in cloud computing	47
3D face dense reconstruction based on sparse points using probabilistic principal component analysis	46
A novel multi-layer color image encryption based on RSA cryptosystem, RP2DFrHT and generalized 2D Arnold map	46
Survey on facial expressions recognition: databases, features and classification schemes	46
Understanding the impact of query expansion on federated search	46
Multidimensional parallel capsule network for SAR image change detection	46
Hilbert quantum image scrambling and graph signal processing-based image steganography	46
A novel method of compressive sensing MRI reconstruction based on sandpiper optimization algorithm (SPO) and mask region based convolution neural network (mask RCNN)	45
Big health data for elderly employees job performance of SOEs: visionary and enticing challenges	45
Designing face resemblance technique using near set theory under varying facial features	45
Structure-constrained deep feature fusion for chronic otitis media and cholesteatoma identification	45
CECM: A cognitive emotional contagion model in social networks	45
Convolutional neural network optimized by differential evolution for electrocardiogram classification	45
Towards artificial intelligence in mental health: a comprehensive survey on the detection of schizophrenia	44
SAM: cross-modal semantic alignments module for image-text retrieval	44
RETRACTED ARTICLE: Fingerprint classification system using CNN	44
An efficient reversible and secure patient data hiding algorithm for E-healthcare	44
Fog computing-assisted path planning for smart shopping	44
Real-time data sharing, path planning and route optimization in urban traffic management	44
Emotion classification using temporal and spectral features from IR-UWB-based respiration data	43
Automatic detection of hypertensive retinopathy using improved fuzzy clustering and novel loss function	43
Lower extremity kinematics walking speed classification using long short-term memory neural frameworks	43
Video based basketball shooting prediction and pose suggestion system	43
A fast feature selection technique for real-time face detection using hybrid optimized region based convolutional neural network	43
Underwater image enhancement via variable contrast and saturation enhancement model	43
Deep facial recognition after medical alterations	43
Deep neural combinational model (DNCM): digital image descriptor for child’s independent learning	43
WoM-based deep BiLSTM: smart disease prediction model using WoM-based deep BiLSTM classifier	43
Blockchain assisted AHMFA authentication in employee performance assessment system	43
Image transfer with secure communications application using a new reversible chaotic image encryption	43

Block-level double JPEG compression detection for image forgery localization	43
Searching for associations between social media trending topics and organizations	42
VETE: improving visual embeddings through text descriptions for eCommerce search engines	42
Persian speech synthesis using enhanced tacotron based on multi-resolution convolution layers and a convex optimization method	42
Accurate deep and direction classification model based on the antiprism graph pattern feature generator using underwater acoustic for defense system	42
Performance and security analysis using B-128 modified blowfish algorithm	42
Correction to: Swarm intelligence based object tracking	42
Designing lightweight small object detection models using attention and context	42
Vehicle detection and traffic density estimation using ensemble of deep learning models	42
Enhanced-Longest Common Subsequence based novel steganography approach for cloud storage	42
A hybrid CTC+Attention model based on end-to-end framework for multilingual speech recognition	42
Epileptic seizure detection using posterior probability-based convolutional neural network classifier	42
Diffusion tensor image denoising via geometric invariant nonlocal means on the tensor manifold	41
Supervision dropout: guidance learning in deep neural network	41
Pulmonary fissure segmentation in CT images based on ODoS filter and shape features	41
Histogram and entropy oriented image coding for clustered wireless multimedia sensor networks (WMSNS)	41
Fog cloud-assisted IoT-based human identification in construction sites from gait sequences	41
A color image watermarking method combined QR decomposition and spatial domain	41
Fault diagnosis of rolling bearing based on back propagation neural network optimized by cuckoo search algorithm	41
A cloud-based cognitive computing solution with interoperable applications to counteract illegal dumping in smart cities	41
Information recombination network for contour detection	41
Blind image inpainting quality assessment using local features continuity	41
Performance analysis of multi-level thresholding for microaneurysm detection	41
Efficient vision-based multi-target augmented reality in the browser	41
Enhanced reversible and secure patient data hiding algorithm based on cellular automata	41
Perceived visual comfort and usefulness of a circadian lighting system implemented at a nursing home	41
Real-time microscopy image-based segmentation and classification models for cancer cell detection	41
Comparison study on the performance of the multi classifiers with hybrid optimal features selection method for medical data diagnosis	41
Piezoresistor defect classification using convolutional neural networks based on incremental branch growth	40
Quadratic smoothing based video stabilization using spatio-temporal regularity flow	40
Exploration of multi-source discriminative acoustic feature for speaker recognition with short-duration audio signal	40
Fully convolutional neural network with attention gate and fuzzy active contour model for skin lesion segmentation	40
Digital image noise removal based on collaborative filtering approach and singular value decomposition	40
Correction to: Histogram and entropy oriented image coding for clustered wireless multimedia sensor networks (WMSNS)	39
Correction to: Automatic COVID-19 detection mechanisms and approaches from medical images: a systematic review	39
Retraction Note: Identifying brain abnormalities from electroencephalogram using evolutionary gravitational neocognitron neural network	39
Retraction Note: Community guidance model based on interactive multimedia system	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
Semi-supervised internet water army detection based on graph embedding	39
Artistic image synthesis from unsupervised segmentation maps	39
Does it work outside this benchmark? Introducing the rigid depth constructor tool	39
A review on Di-electrical resonant antenna based on the performance of gain and bandwidth	39
A new encryption model for multimedia content using two dimensional Brownian motion and coupled map lattice	38
SPOC learner’s final grade prediction based on a novel sampling batch normalization embedded deep neural network method	38
Joint manipulation trace attention network and adaptive fusion mechanism for image splicing forgery localization	38
Seeing is relieving: effects of serious storytelling with images on interview performance anxiety	38
Visual-motor control methods for interactive real-time MRI-cardiac imaging	38
Computer vision-based predictive analysis of chronic cardiovascular disease using heartbeat features	38
Split-merge-excitation: a robust channel-wise feature attention mechanism applied to MDNet tracking	38
An efficient ir approach based semantic segmentation	38
Multi-modal image registration in the presence of spatially varying intensity distortion using structural representation	37
DFC-D: A dynamic weight-based multiple features combination for real-time moving object detection	37
Human activity recognition by combining external features with accelerometer sensor data using deep learning network model	37
RETRACTED ARTICLE: Adaptive recurrent neural network for software defect prediction with the aid of quantum theory- particle swarm optimization	37
Encrypted speech retrieval based on long sequence Biohashing	37
SSEER: Segmented sectors in energy efficient routing for wireless sensor network	37
Impact analysis of recovery cases due to COVID-19 outbreak using deep learning model	37
Toward automatic plant phenotyping: starting from leaf counting	37
A video indexing and retrieval computational prototype based on transcribed speech	37
Image encryption using a standard map and a teaching-learning based optimization algorithm	37
Restoration of damaged artworks based on a generative adversarial network	37
An intelligent approach for fingerprint presentation attack detection using ensemble learning with improved local image features	37
Fifteen years of YouTube scholarly research: knowledge structure, collaborative networks, and trending topics	36
Real-time low-cost human skeleton detection	36
Augmented reality flavor: cross-modal mapping across gustation, olfaction, and vision	36
A comparative study of grape crop disease classification using various transfer learning techniques	36
Segmentation technique for the detection of Micro cracks in solar cell using support vector machine	36
NAUNet: lightweight retinal vessel segmentation network with nested connections and efficient attention	36
Mixed fuzzy pooling in convolutional neural networks for image classification	36
AlexSegNet: an accurate nuclei segmentation deep learning model in microscopic images for diagnosis of cancer	36
A novel dual-based ADMM to the Chan-Vese model	36
Multi-label personality trait identification from text	36
Image encryption with a Josephson junction model embedded in FPGA	36
Biometric cryptosystems: a comprehensive survey	36
A wavelet-based watermarking for secure medical image transmission in telemedicine application	36
Character segmentation and restoration of Qin-Han bamboo slips using local auto-focus thresholding method	36
Multi-stage glioma segmentation for tumour grade classification based on multiscale fuzzy C-means	36
Design of high-speed blockchain-based sidechaining peer to peer communication protocol over 5G networks	36
Underwater Image Enhancement using Deep Learning	36
ApaNet: adversarial perturbations alleviation network for face verification	35
Guided normal filter for 3D point clouds	35
An improved deep convolutional neural network by using hybrid optimization algorithms to detect and classify brain tumor using augmented MRI images	35
Identification of intracranial haemorrhage (ICH) using ResNet with data augmentation using CycleGAN and ICH segmentation using SegAN	35
A deep learning based system for writer identification in handwritten Arabic historical manuscripts	35
Rumor detection in social network based on user, content and lexical features	35
Reversible data hiding in encrypted images using median prediction and bit plane cycling-XOR	35
A desired histogram estimation accompanied with an exact histogram matching method for image contrast enhancement	35
Evolutionary-based image encryption using Magic Square Chaotic algorithm and RNA codons truth table	35
A hybrid deep model with cumulative learning for few-shot learning	35
A parallel grid-search-based SVM optimization algorithm on Spark for passenger hotspot prediction	35
A novel binary horse herd optimization algorithm for feature selection problem	35
New color image encryption technique based on three-dimensional logistic map and Grey wolf optimization based generated substitution boxes	35
Capsule neural network based approach for subject specific and cross-subjects seizure detection from EEG signals	35
Towards effective offloading mechanisms in fog computing	34