Multimedia Tools and Applications

Article	Citations
A real-time omnidirectional target detection system based on FPGA	598
Comparison of outline-based shape descriptors for alphanumeric characters by using piecewise linear functions: the case of vehicle license plates typeface	496
Retraction Note: Optimal users based secure data transmission on the internet of healthcare things (IoHT) with lightweight block ciphers	237
SR-net: satellite relative pose estimation network for a noncooperative target via RGB images	183
A variational level set model with closed-form solution for bimodal image segmentation	150
Virtual view synthesis for the nonuniform illuminated between views in surgical video	141
Acquisition super resolution from infrared images using proposed techniques	102
How to reuse existing annotated image quality datasets to enlarge available training data with new distortion types	101
User authentication of industrial internet of things (IIoT) through Blockchain	96
Image inpainting based on cross-hierarchy global and local aware network	96
A robust technique for biometric image authentication using invisible watermarking	92
Extracting Radiomic features from pre-operative and segmented MRI scans improved survival prognosis of glioblastoma Multiforme patients through machine learning: a retrospective study	88
A feature selection model for document classification using Tom and Jerry Optimization algorithm	86
Augmented grasshopper optimization algorithm by differential evolution: a power scheduling application in smart homes	85
Detection of natural wood defects with large color differences based on branched network	85
Mean distance local binary pattern: a novel technique for color and texture image retrieval for liver ultrasound images	83
A spatial procedure to spectral subtraction for speech enhancement	82
A high imperceptible data hiding technique using quorum function	82
Content-centric framework for Internet of Things	81
Anisotropic total generalized variation model for Poisson noise removal	81
Metal artifact correction in head computed tomography based on a homographic adaptation convolution neural network	78
Deep learning for multimedia signal processing and applications	75
An end-to-end neural network for detecting hidden people in images based on multiple attention network	73
AttCluster-MDGCNs: multiscale dynamic graph convolution networks with an attention cluster for skeletal-based action	72
3D Supervoxel based features for early detection of AD: A microscopic view to the brain MRI	71

Coordinate quantization transformation CityGML watermarking	71
Person-independent facial expression recognition based on the fusion of HOG descriptor and cuttlefish algorithm	70
Meta heuristic assisted automated channel selection model for motor imagery brain computer interface	69
Reversible robust fragile multi-watermarking scheme for color images	69
A review of vision-based indoor HAR: state-of-the-art, challenges, and future prospects	69
A weighted social network publishing method based on diffusion wavelets transform and differential privacy	69
The influence of micro-expressions on deception detection	68
Forward-looking omnidirectional infrared pedestrian detection for driver assistance	66
Development of a user evaluation system in virtual reality based on eye-tracking technology	66
MPEG-DASH parametrisation for adaptive online streaming of different MOOC videos categories	65
Special issue on Sentient Multimedia Systems	64
The MSK: a simple and robust image encryption method	63
A new image classification method using interval texture feature and improved Bayesian classifier	63
A boosting framework for human posture recognition using spatio-temporal features along with radon transform	62
Motion saliency based hierarchical attention network for action recognition	61
A blind CT and DCT based robust color image watermarking method	61
Assessing student engagement from facial behavior in on-line learning	61
Completed sample correlations and feature dependency-based unsupervised feature selection	60
An optimized machine learning framework for crop disease detection	58
Medical image classification using a combination of features from convolutional neural networks	57
Improved crossover based monarch butterfly optimization for tomato leaf disease classification using convolutional neural network	56
2D object recognition: a comparative analysis of SIFT, SURF and ORB feature descriptors	56
Pupil centre’s localization with transformer without real pupil	55
Determining the severity of Parkinson’s disease in patients using a multi task neural network	55
Research on optimization Design of Suspension Parameters of railway vehicle bogies based on surrogate model	54
Obscenity detection transformer for detecting inappropriate contents from videos	54
Combining skeleton and accelerometer data for human fine-grained activity recognition and abnormal behaviour detection with deep temporal convolutional networks	53
Fuzzy-based dynamic difficulty adjustment of an educational 3D-game	53
LSTM model for visual speech recognition through facial expressions	52
Botnet traffic identification using neural networks	52
An effective hybrid framework for content based image retrieval (CBIR)	51
4D Hyperchaotic map and DNA encoding combined image encryption for secure communication	51
Multi-image encryption algorithm based on wavelet transform and 3D shuffling scrambling	51
A novel approach for multimodal facial expression recognition using deep learning techniques	51
Predictive machine learning-based integrated approach for DDoS detection and prevention	50
Speech enhancement using long short term memory with trained speech features and adaptive wiener filter	50
CB-Fake: A multimodal deep learning framework for automatic fake news detection using capsule neural network and BERT	50
Deep learning based automated disease detection and pest classification in Indian mung bean	49
TrollsWithOpinion: A taxonomy and dataset for predicting domain-specific opinion manipulation in troll memes	49
A survey on data-driven iris spoof detectors: state-of-the-art, open issues and future perspectives	49
CommuNety: deep learning-based face recognition system for the prediction of cohesive communities	48
Toward a comprehensive subjective evaluation of VoIP users’ quality of experience (QoE): a case study on Persian language	47
Hybrid fly optimization tuned artificial neural network for AI-based chess playing system	47
Kernel ensemble support vector machine with integrated loss in shared parameters space	47
Privacy-preserving data hiding with robustness based on selective encryption and matrix embedding	47
New approach for fingerprint recognition based on stylometric features with blockchain and cancellable biometric aspects	46
Quaternion cartesian fractional hahn moments for color image analysis	46
Person re-identification based on metric learning: a survey	46
Birdsong classification based on multi-feature fusion	46
YOLOv4 algorithm for the real-time detection of fire and personal protective equipments at construction sites	46

Unveiling digital image forgeries using Markov based quaternions in frequency domain and fusion of machine learning algorithms	45
Texture image retrieval using DNST domain local neighborhood intensity pattern	45
EEG-based imagined words classification using Hilbert transform and deep networks	45
A cover selection-based reversible data hiding method by learning cross-modal hashing	45
Expert system based detection and classification of coronary artery disease using ranking methods and nonlinear attributes	45
Multi-channel local oblique symmetry texture patterns for image retrieval	45
Fast lane detection for extracting spatial location information	44
Non-parametric Bayesian dictionary learning based on Laplace noise	44
Projection network with Spatio-temporal information: 2D + time DSA to 2D aorta segmentation	44
An effective and robust underwater image enhancement method based on color correction and artificial multi-exposure fusion	44
A disaggregated interest-extraction network for click-through rate prediction	44
Classification of endoscopic image and video frames using distance metric-based learning with interpolated latent features	43
Symmetry-based brain abnormality identification in Magnetic Resonance Images (MRI)	43
Fast recognition system forTree images based on dual-task Gabor convolutional neural network	43
A hybridization of SKH and RKFCM clustering optimization algorithm for efficient moving object exploration	43
Siamese BERT Architecture Model with attention mechanism for Textual Semantic Similarity	42
A graph neural network to model disruption in human-aware robot navigation	42
Exploring a novel facial animation technique using numerical traced algorithm	42
Watermarking of ECG signals compressed using Fourier decomposition method	42
Underwater optical image processing based on double threshold judgements and optimized red dark channel prior method	42
Construction of high-dimensional cyclic symmetric chaotic map with one-dimensional chaotic map and its security application	41
A conditional random field framework for language process in product review mining	41
SqueezeCapsNet: enhancing capsule networks with squeezenet for holistic medical and complex images	41
Classification of arrhythmia disease through electrocardiogram signals using sampling vector random forest classifier	41
Performance evaluation of ANFIS, ANN and RSM in biodiesel synthesis from Karanja oil with Domestic Microwave set up	41
The utility of datasets in crowd modelling and analysis: a survey	41
An auto-scaling mechanism for cloud-based multimedia storage systems: a fuzzy-based elastic controller	40
Prediction of hidden patterns in rheumatoid arthritis patients records using data mining	40
A knowledge distilled attention-based latent information extraction network for sequential user behavior	40
Parameter free approach for segmenting complex manhattan layouts	40
Haar descriptors preliminary sampling	40
Safeguards and weightless of electronic chain of command consolidated for virtual patient evaluation	39
A two-stream cnn based visual quality assessment method for light field images	39
Cross-domain unsupervised pedestrian re-identification based on multi-view decomposition	39
Multilevel segmentation of medical images in the framework of quantum and classical techniques	39
DDOS attack prevention and validation with metric based ensemble approach	39
A unified improvement of the AES algorithm	39
State-aware video procedural captioning	39
Generic enhanced ensemble learning with multi-level kinematic constraints for 3D action recognition	39
Unsupervised learning based dual-branch fusion low-light image enhancement	38
Biomarker to find neurodegenerative diseases using the structural changes in brain using computer vision	38
Calculation of ophthalmic diagnostic parameters on a single eye image based on deep neural network	38
Privacy-preserving personalized similarity retrieval of large CT image sequences	38
The moving target tracking and segmentation method based on space-time fusion	38
KDV classifier: a novel approach for binary classification	38
Diffusion-based image inpainting forensics via weighted least squares filtering enhancement	38
Quality evaluation of commercially available healthcare applications for prostate cancer management	38
Sustainable, empowering and emotional interactive multimedia	37
On the detection of Alzheimer’s disease using fuzzy logic based majority voter classifier	37
Enhance data availability and network consistency using artificial neural network for IoT	37
Gestures and marker based low-cost interactive writing board for primary education	37
Large scaling factor depth map super-resolution using progressive joint-multilateral filtering	37
Image denoising via iterative diffusion methods combining two edge-indicators with adaptive thresholds	37
Exploiting epistemic uncertainty of the deep learning models to generate adversarial samples	37
TCM2Vec: a detached feature extraction deep learning approach of traditional Chinese medicine for formula efficacy prediction	37
Prediction of epileptic seizures from spectral features of intracranial eeg recordings using deep learning approach	36
Unsupervised query-adaptive implicit subtopic discovery for diverse image retrieval based on intrinsic cluster quality	36
Pain fingerprinting using multimodal sensing: pilot study	36
A sparse tensor optimization approach for background subtraction from compressive measurements	36
A domain specific language notation for a language learning activity generation tool	35
Arrhythmia detection based on the reduced features with K-SVD sparse coding algorithm	35
Online suspicious event detection in a constrained environment with RGB+D camera using multi-stream CNNs and SVM	35
Deep feature based forgery detection in video using parallel convolutional neural network: VFID-Net	35
Acute ischemic stroke identification using mean and reorder resample, synthetic minority oversampling technique and linear discriminant analysis	35
Digital image color analysis method to extract fashion color semantics from artworks	35
Sine cosine bird swarm algorithm-based deep convolution neural network for reversible medical video watermarking	35
Wuthering heights: gauging fear at altitude in virtual reality	34
A decision support system for surveillance of smart cities via a novel aggregation operator on intuitionistic fuzzy sets	34
Proxies to the monthly active user number of Geo AR Mobile games – online search volume as a proposal	34
Single image haze removal for aqueous vapour regions based on optimal correction of dark channel	34
Adaptive increasing-margin adversarial neural iterative system based on facial expression recognition feature models	34
Multimodal medical image fusion based on nonsubsampled shearlet transform and convolutional sparse representation	34
Cloud-based COVID-19 disease prediction system from X-Ray images using convolutional neural network on smartphone	34
A class-independent flexible algorithm to generate region proposals	34
Effective two-tier tokenization for intelligent transportation supply chain systems using hybrid optimized query expansion	34
Artificial intelligence unlocks ecological environment governance —smart statistical monitoring based on meteorology	34
MRCS: multi-radii circular signature based feature descriptor for hand gesture recognition	34
SiamSYB: simple yet better methods to enhance Siamese tracking	34
Quality of experience of 360 video – subjective and eye-tracking assessment of encoding and freezing distortions	33
Light-weight 3DCNN for DeepFakes, FaceSwap and Face2Face facial forgery detection	33

Automatic Rice Plant’s disease diagnosis using gated recurrent network	33
Holistic indoor scene understanding by context-supported instance segmentation	33
IPM-Model: AI and metaheuristic-enabled face recognition using image partial matching for multimedia forensics investigation with genetic algorithm	33
Handling of resource allocation in flying ad hoc network through dynamic graph modeling	33
Multimodal human action recognition based on spatio-temporal action representation recognition model	33
Attention-based encoder-decoder networks for workflow recognition	33
Efficient underwater image restoration utilizing modified dark channel prior	33
Ubiquitous learning situations : quality-aware description and modelling	33
RETRACTED ARTICLE: Mammogram pectoral muscle removal and classification using histo-sigmoid based ROI clustering and SDNN	33
Performance analysis of Otsu thresholding for sign language segmentation	33
An encrypted speech authentication and tampering recovery method based on perceptual hashing	33
Multimedia knowledge‐based bridge health monitoring using digital twin	33
Road cycling safety scoring based on geospatial analysis, computer vision and machine learning	33
Weakly supervised semantic segmentation with segments and neighborhood classifiers	32
Learn to aggregate global and local representations for few-shot learning	32
Person Re-Identification from different views based on dynamic linear combination of distances	32
A two-channel speech emotion recognition model based on raw stacked waveform	32
An optimized automated recognition of infant sign language using enhanced convolution neural network and deep LSTM	32
Towards accessible news reading design in virtual reality for low vision	32
RGB-D feature extraction method for hand gesture recognition based on a new fast and accurate multi-channel cartesian Jacobi moment invariants	32
Machine vision theory and applications for cyber-physical systems	32
2N labeling defense method against adversarial attacks by filtering and extended class label set	32
HRNet:A hierarchical recurrent convolution neural network for retinal vessel segmentation	32
Spatio-temporal convolutional residual network for regional commercial vitality prediction	32
Improved artificial bee colony algorithm and its application in image threshold segmentation	32
A survey on event detection based video summarization for cricket	32
Multi-representation knowledge distillation for audio classification	31
The homophily principle in social network analysis: A survey	31
Multihead attention mechanism guided ConvLSTM for pixel-level segmentation of ocean remote sensing images	31
Multilevel attention and relation network based image captioning model	31
Faulty RJ45 connectors detection on radio base station using deep learning	31
Improved COVID-19 detection with chest x-ray images using deep learning	31
An approach for reducing pitch induced mismatches to detect keywords in children’s speech	31
A systematic review of state-of-the-art noise removal techniques in digital images	31
Quantum cryptography based cloud security model (QC-CSM) for ensuring cloud data security in storage and accessing	31
Local-privacy-preserving-based and partition-based batch transmission of sectional medical image sequences in recourse-constraint mobile telemedicine systems	31
Multimedia processing to tackle the dark side of social life	31
Multimodal deep neural networks for attribute prediction and applications to e-commerce catalogs enhancement	31
Multimodal interaction and IoT applications	31
Secure exchange of information using artificial intelligence and chaotic system guided neural synchronization	31
Enhance text-to-SQL model performance with information sharing and reweight loss	31
Multi keyword searchable attribute based encryption for efficient retrieval of health Records in Cloud	31
Detection and localization of anomalies in video surveillance using novel optimization based deep convolutional neural network	31
Multimedia tools for digital twin	31
Learning high resolution reservation for human pose estimation	30
StegGAN: hiding image within image using conditional generative adversarial networks	30
Classification of computerized tomography images to diagnose non-small cell lung cancer using a hybrid model	30
V2T: video to text framework using a novel automatic shot boundary detection algorithm	30
E-Net: a novel deep learning framework integrating expert knowledge for glaucoma optic disc hemorrhage segmentation	30
Feature-based critical components identification in multimedia software	30
A novel Leaky Rectified Triangle Linear Unit based Deep Convolutional Neural Network for facial emotion recognition	30
A trust-worthy approach to recommend movies for communities	30
Cuckoo search with differential evolution mutation and Masi entropy for multi-level image segmentation	30
Deep learning based Bengali question answering system using semantic textual similarity	30
Image dehazing algorithm based on artificial multi-exposure image fusion	30
Expectation propagation learning of finite and infinite Gamma mixture models and its applications	30
Automatic classification of pulmonary nodules in computed tomography images using pre-trained networks and bag of features	30
Performance analysis of multiple input single layer neural network hardware chip	30
A novel method for vehicle detection in high-resolution aerial remote sensing images using YOLT approach	30
Sonification and interaction design in computer games for visually impaired individuals	30
Automatic image caption generation using deep learning	30
Multi-view spectral clustering based on adaptive neighbor learning and low-rank tensor decomposition	30
Visual image encryption scheme based on vector quantization and content transform	30
Fog robotics-based intelligence transportation system using line-of-sight intelligent transportation	29
Automated detection of retinopathy of prematurity by deep attention network	29
A novel augmented reality visualization in jaw surgery: enhanced ICP based modified rotation invariant and modified correntropy	29
Research on hyper-spectral remote sensing image classification by applying stacked de-noising auto-encoders neural network	29
A local volumetric covariance descriptor for markerless Parkinsonian gait pattern quantification	29
A robust multiplicative watermarking technique for digital images in curvelet domain using normal inverse Gaussian distribution	29
RETRACTED ARTICLE: Intelligent model to image enrichment for strong night-vision surveillance cameras in future generation	29
An object recognition system based on convolutional neural networks and angular resolutions	29
Scalable video traffic offloading for streaming services in 5G HetNets	29
Data classification using rough set and bioinspired computing in healthcare applications - an extensive review	29
A survey on recommendation systems for financial services	29
Generation of a synthetic handwritten Bangla compound character dataset using a modified conditional GAN architecture	29
Line-based self-referencing string prediction technique for screen content coding in AVS3	29
Improved near-lossless technique using the Huffman coding for enhancing the quality of image compression	28
68 landmarks are efficient for 3D face alignment: what about more?	28
Voice spoofing detection based on acoustic and glottal flow features using conventional machine learning techniques	28
Gait recognition based on margin sample mining loss	28
Machine learning based analysis of learner-centric teaching of punjabi grammar with multimedia tools in rural indian environment	28
Lightweight adaptive enhanced attention network for image super-resolution	28
A comprehensive survey on facial micro-expression: approaches and databases	28
FootApp: An AI-powered system for football match annotation	28
Pixel value splitting based reversible data embedding scheme	28
A novel approach to validate online signature using dynamic features based on locally weighted learning	28
Machine learning models for mathematical symbol recognition: A stem to stern literature analysis	28
Student behavior recognition based on multitask learning	28
Automatic brain tumor segmentation from magnetic resonance images using superpixel-based approach	28
Predicting the big five personality traits from hand-written text features through semi-supervised learning	28
A closer look at referring expressions for video object segmentation	28
Image category classification using 12-Layer deep convolutional neural network	27
An effective sharing approach of selective video frames for secure multimedia transmission	27
Improving precision of objective image/video quality meters	27
Car make and model recognition system using rear-lamp features and convolutional neural networks	27