Multimedia Tools and Applications

Article	Citations
Acquisition super resolution from infrared images using proposed techniques	772
Detection of natural wood defects with large color differences based on branched network	675
Content-centric framework for Internet of Things	276
Deep learning for multimedia signal processing and applications	184
AttCluster-MDGCNs: multiscale dynamic graph convolution networks with an attention cluster for skeletal-based action	138
Retraction Note: Multimedia based intelligent network big data optimization model	135
Retraction Note: Using multimedia based big data for child abuse prevention system (Based on the establishment of e-child welfare support system)	119
Retraction Note: Infrared pedestrian detection algorithm based on multimedia image recombination and matrix restoration	116
Retraction Note: Noise diminution and formant extraction on vowels for hearing aid users	111
Meta heuristic assisted automated channel selection model for motor imagery brain computer interface	106
MPEG-DASH parametrisation for adaptive online streaming of different MOOC videos categories	105
Special issue on Sentient Multimedia Systems	103
Pupil centre’s localization with transformer without real pupil	103
Botnet traffic identification using neural networks	102
4D Hyperchaotic map and DNA encoding combined image encryption for secure communication	98
Hybrid fly optimization tuned artificial neural network for AI-based chess playing system	96
Kernel ensemble support vector machine with integrated loss in shared parameters space	96
Quantum cryptography based cloud security model (QC-CSM) for ensuring cloud data security in storage and accessing	93
Deep learning models for human age prediction to prevent, treat and extend life expectancy: DCPV taxonomy	91
Deep Convolutional Neural Network (Falcon) and transfer learning‐based approach to detect malarial parasite	91
CB-Fake: A multimodal deep learning framework for automatic fake news detection using capsule neural network and BERT	90
ESSR-GAN: Enhanced super and semi supervised remora resolution based generative adversarial learning framework model for smartphone based road damage detection	89
Moving vehicle detection and tracking at roundabouts using deep learning with trajectory union	89
Research on multiple jellyfish classification and detection based on deep learning	89
A new robust approach for altered handwritten text detection	88

Real-time video security system using chaos- improved advanced encryption standard (IAES)	87
Exploring pretrained encoders for lung nodule segmentation task using LIDC-IDRI dataset	86
Multimodal medical tensor fusion network-based DL framework for abnormality prediction from the radiology CXRs and clinical text reports	86
EmoffMeme: identifying offensive memes by leveraging underlying emotions	85
Voice spoofing detection based on acoustic and glottal flow features using conventional machine learning techniques	85
Digital image color analysis method to extract fashion color semantics from artworks	84
Physioland: a motivational complement of physical therapy for patients with neurological diseases	82
Expert system based detection and classification of coronary artery disease using ranking methods and nonlinear attributes	79
Texture image retrieval using DNST domain local neighborhood intensity pattern	77
Performance evaluation of ANFIS, ANN and RSM in biodiesel synthesis from Karanja oil with Domestic Microwave set up	75
Machine vision theory and applications for cyber-physical systems	74
An optimized automated recognition of infant sign language using enhanced convolution neural network and deep LSTM	73
An approach for reducing pitch induced mismatches to detect keywords in children’s speech	73
Prediction of hidden patterns in rheumatoid arthritis patients records using data mining	70
A knowledge distilled attention-based latent information extraction network for sequential user behavior	69
An auto-scaling mechanism for cloud-based multimedia storage systems: a fuzzy-based elastic controller	69
Retraction Note: analysis of regional atrophy and prolong adaptive exclusive atlas to detect the alzheimers neuro disorder using medical images	68
Retraction Note: Prediction model of port throughput based on game theory and multimedia Bayesian regression	68
DDOS attack prevention and validation with metric based ensemble approach	68
RETRACTED ARTICLE: Effective fine-grained feature extraction and classification of solid materials using hybrid region convolutional neural networks	67
A reversible data hiding technique using lower magnitude error channel pair selection	67
A novel adaptive artifacts wavelet Denoising for EEG artifacts removal using deep learning with Meta-heuristic approach	67
2-D canonical correlation analysis based image super-resolution scheme for facial emotion recognition	67
An apple image segmentation method based on a color index obtained by a genetic algorithm	67
Task scheduling for improved response time of latency sensitive applications in fog integrated cloud environment	66
Biomarker to find neurodegenerative diseases using the structural changes in brain using computer vision	65
Privacy-preserving personalized similarity retrieval of large CT image sequences	65
KDV classifier: a novel approach for binary classification	65
Quality evaluation of commercially available healthcare applications for prostate cancer management	65
Sustainable, empowering and emotional interactive multimedia	64
Acute ischemic stroke identification using mean and reorder resample, synthetic minority oversampling technique and linear discriminant analysis	64
Adaptive increasing-margin adversarial neural iterative system based on facial expression recognition feature models	63
SiamSYB: simple yet better methods to enhance Siamese tracking	62
Effective two-tier tokenization for intelligent transportation supply chain systems using hybrid optimized query expansion	61
RETRACTED ARTICLE: Mammogram pectoral muscle removal and classification using histo-sigmoid based ROI clustering and SDNN	60
Multimedia tools for digital twin	59
On integration of multiple features for human activity recognition in video sequences	59
Intelligent mobile vending services: location optimisation for food trucks using coalitional game theory	59
Polarity classification on twitter data for classifying sarcasm using clause pattern for sentiment analysis	59
Proximal policy optimization based hybrid recommender systems for large scale recommendations	59
Multimedia processing to tackle the dark side of social life	58
Detection and localization of anomalies in video surveillance using novel optimization based deep convolutional neural network	57
Fog robotics-based intelligence transportation system using line-of-sight intelligent transportation	56
Local-privacy-preserving-based and partition-based batch transmission of sectional medical image sequences in recourse-constraint mobile telemedicine systems	56
Image dehazing algorithm based on artificial multi-exposure image fusion	56
Multimodal interaction and IoT applications	56
A survey on recommendation systems for financial services	56
A novel Leaky Rectified Triangle Linear Unit based Deep Convolutional Neural Network for facial emotion recognition	56
Machine learning based analysis of learner-centric teaching of punjabi grammar with multimedia tools in rural indian environment	55
MetaRL-SE: a few-shot speech enhancement method based on meta-reinforcement learning	55

A novel approach to validate online signature using dynamic features based on locally weighted learning	55
Reversible key frame selection data hiding in videos using search tree labelling scheme	53
Simulation research on the collision between freight cars and expressway three-wave beam steel guardrail	53
Detection of brain tumour in multi-modality images using hybrid features	52
Simulation of apple tree branch growth using an improved point-cloud-boundary-constraint model	52
Text segmentation by integrating hybrid strategy and non-text filtering	52
An effective sharing approach of selective video frames for secure multimedia transmission	52
Switching network for mixing experts with application to traffic sign recognition	52
An integrity control system for retinal images based on watermarking	51
Machine learning approaches with HEVC intra prediction on CU partition for complexity reduction	51
Convolutional gated recurrent unit networks based real-time monaural speech enhancement	51
Matching of hand-drawn flowchart, pseudocode, and english description using transfer learning	51
Cross-modal multi-headed attention for long multimodal conversations	51
New predictor-based schemes for reversible data hiding	50
A real-time detection method of multi-scale traffic signs based on dynamic pruning strategy	49
Deep convolution neural network with context based expanded neighbourhoods distance re-ranking model for person re-identification	49
Designing and connectivity checking of implicit social networks from the user-item rating data	49
High capacity reversible data hiding in encrypted images using block labeling	49
Robust multiview spectral clustering via cooperative manifold and low rank representation induced	48
A blind dual color images watermarking based on quaternion singular value decomposition	48
PUMAVE-D: panjab university multilingual audio and video facial expression dataset	48
Kernel smoothing classification of multiattribute data in the belief function framework: Application to multichannel image segmentation	48
A hybrid SUGWO optimization for partial face recognition with new similarity index	47
Novel secured speech communication for person authentication	47
RETRACTED ARTICLE: Adaptive neuro fuzzy estimation of the most influential speckle noise distributions in color images for denoising performance prediction	47
Proactive visual cryptographic schemes for general access structures	47
RETRACTED ARTICLE: An energy-efficient voice activity detector using reconfigurable Gaussian base normalization deep neural network	47
Spoofing detection on hand images using quality assessment	47
A hybrid lightweight blockchain based encryption scheme for security enhancement in cloud computing	46
UDTCWT difference domain statistical decoder using vector-based Weibull PDF	46
Mining frequent Itemsets from transaction databases using hybrid switching framework	46
A computer-aided brain tumor diagnosis by adaptive fuzzy active contour fusion model and deep fuzzy classifier	46
Retraction Note: Fuzzy rough subset method with region based mining to improve the retrieval and ranking of real time images over larger image database	46
Applying medical image fusion based on a simple deep learning principal component analysis network	46
New robust state estimation of 2D embedded descriptor systems in Roesser form with bounded disturbance using strict LMI approach	46
Visual and Sensory Data Processing for Real Time Intelligent Surveillance System	46
Fixing algorithm of Kinect depth image based on non-local means	45
Optimized ensemble-classification for prediction of soil liquefaction with improved features	45
Deep learning-based application for indoor wayfinding assistance navigation	45
Optimizing healthcare system by amalgamation of text processing and deep learning: a systematic review	45
Efficient detection of copy-move forgery using polar complex exponential transform and gradient direction pattern	45
CCOCSA-based multi-frame sparse coding super-resolution via mutual information-based weighted image fusion	45
Quality of service aware energy efficient multipath routing protocol for internet of things using hybrid optimization algorithm	45
A unified improvement of the AES algorithm	44
River ice monitoring and change detection with multi-spectral and SAR images: application over yellow river	44
Automatic early glaucoma detection by extracting parapapillary atrophy and optic disc from fundus image using SVM	44
Image encryption using the new two-dimensional Beta chaotic map	44
A modified form of different applied median filter for removal of salt & pepper noise	44
Plant leaf disease classification using Wide Residual Networks	44
Enhance QoS with fog computing based on sigmoid NN clustering and entropy-based scheduling	44
Classification of computerized tomography images to diagnose non-small cell lung cancer using a hybrid model	43
Pakistani traffic-sign recognition using transfer learning	43
Multimodal emotion recognition based on manifold learning and convolution neural network	43
Analysis of region of interest (RoI) of brain for detection of depression using EEG signal	43
RETRACTED ARTICLE: Crowd analytics: literature and technological assessment	42
Generative adversarial network (GAN) and enhanced root mean square error (ERMSE): deep learning for stock price movement prediction	42
A competitive learning-based Grey wolf Optimizer for engineering problems and its application to multi-layer perceptron training	42
Scene image classification based on visual words concatenation of local and global features	42
Quantization selection based on characteristic of cover image for PVD Steganography to optimize imperceptibility and capacity	42
A novel encryption with bacterial foraging optimization algorithm based pixel selection scheme for video steganography	42
Fake region identification in an image using deep learning segmentation model	41
Special issue on emerging technologies for information hiding and forensics in multimedia systems	41
Query based relevant music genre retrieval using adaptive artificial neural network for multimedia applications	41
A truthful mechanism for time-bound tasks in IoT-based crowdsourcing with zero budget	41
Multi-tier block truncation coding model using genetic auto encoders for gray scale images	41
A deep learning approach for text-independent speaker recognition with short utterances	41
Spectral-spatial 3D dynamic trimmed median filter for removal of impulse noise in remotely sensed images	40
A contour perception model that simulates the complex connection pattern of the visual cortex	40
Quantum implementation of the classical Canny edge detector	40
Content adaptive deblocking of artifacts for highly compressed images	40
Texture and pixel - based satellite image classification using cellular automata	40
Fractional-social ski driver optimization-driven routing protocol for routing electric vehicle under server hosted VANET	40
One shot learning approach for cross spectrum periocular verification	40
A pseudo-random pixel mapping with weighted mesh graph approach for reversible data hiding in encrypted image	40
A new method in encryption of gray scale images using chaos game representation	40
Diagnosing and differentiating viral pneumonia and COVID-19 using X-ray images	40
Explore pretraining for few-shot learning	40
Performance evaluation of various deep learning based models for effective glaucoma evaluation using optical coherence tomography images	40
Exploiting bi-directional deep neural networks for multi-domain sentiment analysis using capsule network	40
Towards a deep human activity recognition approach based on video to image transformation with skeleton data	40

The research landscape on the artificial intelligence: a bibliometric analysis of recent 20 years	40
Neighbor Correlated Graph Convolutional Network for multi-stage malaria parasite recognition	39
Session key based novel lightweight image encryption algorithm using a hybrid of Chebyshev chaotic map and crossover	39
A plain-image correlative semi-selective medical image encryption algorithm using enhanced 2D-logistic map	39
Research on interactive analysis report in data analysis and visualization platform	39
An effective method for salt and pepper noise removal based on algebra and fuzzy logic function	39
Image-based automatic traffic lights detection system for autonomous cars: a review	39
Convolutional block attention based network for copy-move image forgery detection	39
Fast image encryption algorithm based on (n, m, k)-PCMLCA	39
A comprehensive survey on signal processing and machine learning techniques for non-invasive fetal ECG extraction	39
A novel visible and infrared image fusion method based on convolutional neural network for pig-body feature detection	39
JULive3D: a live image acquisition protocol for real-time 3D face recognition	39
Chronological ant lion optimizer-based deep convolutional neural network for panic behavior detection in crowded scenes	39
Extracting Radiomic features from pre-operative and segmented MRI scans improved survival prognosis of glioblastoma Multiforme patients through machine learning: a retrospective study	38
Evaluation of effectiveness in conversations between humans and chatbots using parallel convolutional neural networks with multiple temporal resolutions	38
A graphical tool for formal verification using Event-B modeling	38
Predicting the big five personality traits from hand-written text features through semi-supervised learning	38
Attention hierarchical network for super-resolution	38
Deep learning for historical books: classification of printing technology for digitized images	38
A multi-scale mixed convolutional network for infrared image super-resolution reconstruction	38
Lightweight adaptive enhanced attention network for image super-resolution	38
Action recognition in still images using a multi-attention guided network with weakly supervised saliency detection	38
Privacy-preserving data hiding with robustness based on selective encryption and matrix embedding	38
PSPAN:pyramid spatially weighted pixel attention network for image dehazing	38
Concept drift adaptation in video surveillance: a systematic review	37
SqueezeCapsNet: enhancing capsule networks with squeezenet for holistic medical and complex images	37
A new person re-identification method by defining CNN-based feature extractor and sparse representation	37
Obscenity detection transformer for detecting inappropriate contents from videos	37
Multi-representation knowledge distillation for audio classification	37
A systematic review of state-of-the-art noise removal techniques in digital images	37
A blind CT and DCT based robust color image watermarking method	37
A disaggregated interest-extraction network for click-through rate prediction	37
Fast lane detection for extracting spatial location information	37
An augmented mammogram image dataset and its performance analysis for various classification models	37
Generation of a synthetic handwritten Bangla compound character dataset using a modified conditional GAN architecture	37
SCL-FExR: supervised contrastive learning approach for facial expression Recognition	36
ASTT: acoustic spatial-temporal transformer for short utterance speaker recognition	36
Video-based neonatal pain expression recognition with cross-stream attention	36
Fast color image encryption algorithm based on FCSM and pre-storage Arnold transform	36
QoS based modified route discovery in MANET for multimedia applications	36
Efficient and robust eye images iris segmentation using a lightweight U-net convolutional network	36
Diagnosis of anomalies based on hybrid features extraction in thyroid images	36
Proxies to the monthly active user number of Geo AR Mobile games – online search volume as a proposal	36
Methods for detecting and removing ocular artifacts from EEG signals in drowsy driving warning systems: A survey	36
Prediction of face age progression with generative adversarial networks	36
A fast sand-dust video quality improvement method using simple color balance and dynamic guided filtering	35
Multilevel segmentation of medical images in the framework of quantum and classical techniques	35
Block based learned image compression	35
Reversible robust fragile multi-watermarking scheme for color images	35
Accuracy comparisons of fingerprint based song recognition approaches using very high granularity	35
Decolorization algorithm based on contrast pyramid transform fusion	35
Banner layout retargeting with hierarchical reinforcement learning and variational autoencoder	35
Wuthering heights: gauging fear at altitude in virtual reality	35
New approach for fingerprint recognition based on stylometric features with blockchain and cancellable biometric aspects	35
Deep feature based forgery detection in video using parallel convolutional neural network: VFID-Net	35
Maximizing embedding capacity for speech steganography: a segment-growing approach	35
A coarse to fine framework for recognizing and locating multiple diatoms with highly complex backgrounds in forensic investigation	35
FootApp: An AI-powered system for football match annotation	35
Predicting happiness contagion on online social networks	35
Improved seam carving for structure preservation using efficient energy function	35
Sentiment analysis of COVID-19 social media data through machine learning	34
Medical thermograms’ classification using deep transfer learning models and methods	34
MS-Net: A lightweight separable ConvNet for multi-dimensional image processing	34
Automatic and multimodal nuisance activity detection inside ATM cabins in real time	34
A two-stream cnn based visual quality assessment method for light field images	34
Face recognition based on statistical features and SVM classifier	34
A boosting framework for human posture recognition using spatio-temporal features along with radon transform	34
A sub-region one-to-one mapping (SOM) detection algorithm for glass passivation parts wafer surface low-contrast texture defects	33
Split-attention effects in multimedia learning environments: eye-tracking and EEG analysis	33
MobileNet-JDE: a lightweight multi-object tracking model for embedded systems	33
Adaptive feature fusion network based on boosted attention mechanism for single image dehazing	33
Efficient feature coding based on performance analysis of Versatile Video Coding (VVC) in Video Coding for Machines (VCM)	33
Misalignment-eliminated warping image stitching method with grid-based motion statistics matching	33
Authoring tools for virtual reality experiences: a systematic review	33
Generic enhanced ensemble learning with multi-level kinematic constraints for 3D action recognition	33
Exploiting time series based story plot popularity for movie success prediction	33
Research on target detection and recognition algorithm of Eriocheir sinensis carapace	33
PCNN double step firing mode for image edge detection	33
Deep features based medical image retrieval	33
Deep learning-driven palmprint and finger knuckle pattern-based multimodal Person recognition system	33
AEPI: insights into the potential of deep representations for human identification through outer ear images	33
Deep residual neural network based image enhancement algorithm for low dose CT images	33
RETRACTED ARTICLE: Intelligent model to image enrichment for strong night-vision surveillance cameras in future generation	32
The influence of micro-expressions on deception detection	32
Development of GAN-based optimal neural network structure for group synchronization	32
Integration of nondecimated quaternion wavelet transform and neighborhood texture patterns for disease classification in banana (Musa spp.) foliage	32
FFTPSOGA: Fast Fourier Transform with particle swarm optimization and genetic algorithm approach for pattern identification of brain responses in multi subject fMRI data	32
Deep learning approach to automatically recognise license number plates	32
A conditional random field framework for language process in product review mining	32
Symmetry-based brain abnormality identification in Magnetic Resonance Images (MRI)	32
Energy efficient clustering using modified PROMETHEE-II and AHP approach in wireless sensor networks	32
Image representation method based on Gaussian function and non-uniform partition	32
Exploring a novel facial animation technique using numerical traced algorithm	31
Remote sensing scene classification with multi-spatial scale frequency covariance pooling	31
Two-fold brain tumor segmentation using fuzzy image enhancement and DeepBrainet2.0	31