Multimedia Tools and Applications

Article	Citations
A real-time detection method of multi-scale traffic signs based on dynamic pruning strategy	1122
A new robust approach for altered handwritten text detection	982
Convolutional gated recurrent unit networks based real-time monaural speech enhancement	229
Quality evaluation of commercially available healthcare applications for prostate cancer management	175
An effective sharing approach of selective video frames for secure multimedia transmission	158
Switching network for mixing experts with application to traffic sign recognition	149
Gait recognition based on margin sample mining loss	144
Improving precision of objective image/video quality meters	142
Forward-looking omnidirectional infrared pedestrian detection for driver assistance	138
Body size measurement based on deep learning for image segmentation by binocular stereovision system	136
A novel approach to detect instant emotion change through spectral variation in single frequency filtering spectrogram of each pitch cycle	131
Secure map legends based on just noticeable distortion and watermark bit recovery	128
Grayscale image coding using optimal pixel grouping and adaptive multi-grouping division block truncation coding	123
A graphical tool for formal verification using Event-B modeling	123
Mitigating cross-client GANs-based attack in federated learning	118
Wave space sonification of the folding pathways of protein molecules modeled as hyper-redundant robotic mechanisms	118
ASTT: acoustic spatial-temporal transformer for short utterance speaker recognition	118
Expectation propagation learning of finite and infinite Gamma mixture models and its applications	115
Remote sensing scene classification with multi-spatial scale frequency covariance pooling	114
Camera module Lens blemish detection based on neural network interpretability	114
Faulty RJ45 connectors detection on radio base station using deep learning	111
Correction to: Regional optimum frequency analysis of resting-state fMRI data for early detection of Alzheimer’s disease biomarkers	109
Correction to: Images encryption based on robust multi-mode finite time synchronization of fractional-order hyper-chaotic Rikitake systems	106
Correction to: Bunch graph based dimensionality reduction using auto-encoder for character recognition	105
Multimodal user interaction with in-car equipment in real conditions based on touch and speech modes in the Persian language	105

Correction to: Automatic detection of osteosarcoma based on integrated features and feature selection using binary arithmetic optimization algorithm	105
Infrared target recognition with deep learning algorithms	105
Weakly supervised semantic segmentation with segments and neighborhood classifiers	104
The recommendation of satisfactory product for new users in social commerce website	102
A real time target face tracking algorithm based on saliency detection and Camshift	102
Personalized saliency prediction using color spaces	101
Recognition of offline handwritten Devanagari characters using new mask-based approach, histogram of oriented gradients and AdaBoost	100
A Hierarchical modified AV1 codec for compression cartesian form of holograms in holo and object planes	97
Optimal sequence reordering for low delay screen content coding	97
Wuthering heights: gauging fear at altitude in virtual reality	97
JULive3D: a live image acquisition protocol for real-time 3D face recognition	96
A lightweight image encryption algorithm based on patterns in Rubik’s revenge cube	96
Fisher-Yates scrambling algorithm combined with S-box color image encryption technology based on 3D-SCCM chaotic system	92
Finger vein recognition techniques: a comprehensive review	91
Image steganography based on difference of Gaussians edge detection	87
Multi-task person re-identification via attribute and part-based learning	86
Plant classification in the wild: Energy evaluation for deep learning models	86
Fake region identification in an image using deep learning segmentation model	85
An effective method for salt and pepper noise removal based on algebra and fuzzy logic function	84
EmoffMeme: identifying offensive memes by leveraging underlying emotions	82
Dress-up: deep neural framework for image-based human appearance transfer	81
Breast cancer: toward an accurate breast tumor detection model in mammography using transfer learning techniques	81
Anti-forensics of fake stereo audio using generative adversarial network	80
Spatio-temporal convolutional residual network for regional commercial vitality prediction	80
Mixed Gaussian-Impulse noise robust face hallucination via noise suppressed low-and-high resolution space-based neighbor representation	78
Deep convolution neural network with context based expanded neighbourhoods distance re-ranking model for person re-identification	78
Artificial intelligence unlocks ecological environment governance —smart statistical monitoring based on meteorology	77
Detection of tartrazine colored rice flour adulteration in turmeric from multi-spectral images on smartphone using convolutional neural network deployed on PaaS cloud	76
Skeleton-based human action recognition by fusing attention based three-stream convolutional neural network and SVM	75
A conditional random field framework for language process in product review mining	75
Split-attention effects in multimedia learning environments: eye-tracking and EEG analysis	74
Investigations on speaker adaptation using a continuous vocoder within recurrent neural network based text-to-speech synthesis	73
Deep learning-based parking occupancy detection framework using ResNet and VGG-16	73
A gray level indicator-based nonlinear diffusion equation for the removal of random-valued impulse noise	72
Deep convolutional neural network for enhancing traffic sign recognition developed on Yolo V4	72
StegGAN: hiding image within image using conditional generative adversarial networks	71
Prediction of epileptic seizures from spectral features of intracranial eeg recordings using deep learning approach	71
A survey on digital video stabilization	71
SqueezeCapsNet: enhancing capsule networks with squeezenet for holistic medical and complex images	71
Siamese convolutional neural network and fusion of the best overlapping blocks for kinship verification	71
Lane detection techniques for self-driving vehicle: comprehensive review	70
Systematic review of content analysis algorithms based on deep neural networks	70
Cryptanalysis and Improvement of Novel Image Encryption Technique Using Hybrid Method of Discrete Dynamical Chaotic Maps and Brownian Motion	70
The improved method in fabric image classification using convolutional neural network	69
Facial expression recognition based on strong attention mechanism and residual network	69
ESSR-GAN: Enhanced super and semi supervised remora resolution based generative adversarial learning framework model for smartphone based road damage detection	69
A (t,n)- Secret image sharing with steganography based on Rook polynomial and LWE problem	68
Acquisition super resolution from infrared images using proposed techniques	68
Blockchain-based conditional privacy-preserving authentication scheme in VANETs	67
A signal-driven based flexible integrated scheduling algorithm with bidirectional coordination mechanism	67

AttCluster-MDGCNs: multiscale dynamic graph convolution networks with an attention cluster for skeletal-based action	67
A spatial procedure to spectral subtraction for speech enhancement	66
A service collaboration method based on mobile edge computing in internet of things	66
SCL-FExR: supervised contrastive learning approach for facial expression Recognition	66
Face detection for rail transit passengers based on single shot detector and active learning	66
ECG compression using optimized B-spline	64
Fuzzy-based dynamic difficulty adjustment of an educational 3D-game	63
Performance analysis of multiple input single layer neural network hardware chip	63
Detection of natural wood defects with large color differences based on branched network	62
Efficient color face recognition based on quaternion discrete orthogonal moments neural networks	62
Quantization selection based on characteristic of cover image for PVD Steganography to optimize imperceptibility and capacity	62
Content-adaptive mode decision for low complexity 3D-HEVC	62
A framework for extended belief rule base reduction and training with the greedy strategy and parameter learning	62
A parallel SP-DBSCAN algorithm on spark for waiting spot recommendation	61
Multimodal human action recognition based on spatio-temporal action representation recognition model	61
Underwater image enhancement using multiscale decomposition and gamma correction	61
Deep learning for historical books: classification of printing technology for digitized images	61
A state-of-the-art review on adversarial machine learning in image classification	60
Dilated Multi-scale Fusion for Point Cloud Classification and Segmentation	60
Development and validation of a deep learning-based algorithm for drowsiness detection in facial photographs	60
Assessing student engagement from facial behavior in on-line learning	60
A new visually meaningful double-image encryption algorithm combining 2D compressive sensing with fractional-order chaotic system	58
Unsupervised learning based dual-branch fusion low-light image enhancement	58
Intelligent plant disease diagnosis using convolutional neural network: a review	58
High capacity reversible data hiding in encrypted images using block labeling	58
Optimized deep learning for genre classification via improved moth flame algorithm	58
Segmentation of farmlands in aerial images by deep learning framework with feature fusion and context aggregation modules	57
Contrastive study of minimum edit distance and cosine similarity measures in the context of word suggestions for misspelled Marathi words	57
Two-fold brain tumor segmentation using fuzzy image enhancement and DeepBrainet2.0	57
Automatic image caption generation using deep learning	57
Retraction Note: Load balancing in wireless networks using reputation-ReDS in the magnified distributed hash table	56
Intensifying graph diffusion-based salient object detection with sparse graph weighting	56
Multimedia-based Healthcare Systems using Computational Intelligence	56
Enhanced-Longest Common Subsequence based novel steganography approach for cloud storage	55
Retraction Note: Community guidance model based on interactive multimedia system	55
VETE: improving visual embeddings through text descriptions for eCommerce search engines	55
LGVTON: a landmark guided approach for model to person virtual try-on	55
Correction to: Swarm intelligence based object tracking	54
Evolutionary-based image encryption using Magic Square Chaotic algorithm and RNA codons truth table	54
Guided normal filter for 3D point clouds	54
A novel dual-based ADMM to the Chan-Vese model	54
A hybrid deep model with cumulative learning for few-shot learning	54
Reversible data hiding in encrypted images using median prediction and bit plane cycling-XOR	54
An efficient ir approach based semantic segmentation	54
Semi-supervised internet water army detection based on graph embedding	54
A desired histogram estimation accompanied with an exact histogram matching method for image contrast enhancement	54
Mixed fuzzy pooling in convolutional neural networks for image classification	53
A deep learning based system for writer identification in handwritten Arabic historical manuscripts	53
Multi-label personality trait identification from text	53
Human activity recognition by combining external features with accelerometer sensor data using deep learning network model	53
Investigating the multimedia pointing techniques in the tabletop-centric cross-device interaction	53
Enhanced reversible and secure patient data hiding algorithm based on cellular automata	52
Histogram and entropy oriented image coding for clustered wireless multimedia sensor networks (WMSNS)	52
Supervision dropout: guidance learning in deep neural network	52
Fog cloud-assisted IoT-based human identification in construction sites from gait sequences	52
WoM-based deep BiLSTM: smart disease prediction model using WoM-based deep BiLSTM classifier	52
Diffusion tensor image denoising via geometric invariant nonlocal means on the tensor manifold	52
Performance analysis of multi-level thresholding for microaneurysm detection	52
Real-time microscopy image-based segmentation and classification models for cancer cell detection	51
Information recombination network for contour detection	51
Pulmonary fissure segmentation in CT images based on ODoS filter and shape features	51
Exploration of multi-source discriminative acoustic feature for speaker recognition with short-duration audio signal	51
Blind image inpainting quality assessment using local features continuity	51
Comparison study on the performance of the multi classifiers with hybrid optimal features selection method for medical data diagnosis	51
Perceived visual comfort and usefulness of a circadian lighting system implemented at a nursing home	51
Efficient vision-based multi-target augmented reality in the browser	51
Quadratic smoothing based video stabilization using spatio-temporal regularity flow	50
Product discovery utilizing the semantic data model	50
Piezoresistor defect classification using convolutional neural networks based on incremental branch growth	50
Does it work outside this benchmark? Introducing the rigid depth constructor tool	50
Segmentation technique for the detection of Micro cracks in solar cell using support vector machine	49
Artistic image synthesis from unsupervised segmentation maps	49
A novel colour image encryption scheme using dynamic DNA coding, chaotic maps, and SHA-2	49
Underwater image enhancement via variable contrast and saturation enhancement model	49
Understanding the impact of query expansion on federated search	49
3D face dense reconstruction based on sparse points using probabilistic principal component analysis	48
Performance and security analysis using B-128 modified blowfish algorithm	48
Hilbert quantum image scrambling and graph signal processing-based image steganography	48
Blockchain assisted AHMFA authentication in employee performance assessment system	48
Sureness calamity salvage framework with inventive bandwidth scheme for data storage in cloud computing	48

Lower extremity kinematics walking speed classification using long short-term memory neural frameworks	48
Big health data for elderly employees job performance of SOEs: visionary and enticing challenges	47
Correction to: Automatic COVID-19 detection mechanisms and approaches from medical images: a systematic review	47
Deep facial recognition after medical alterations	47
Designing face resemblance technique using near set theory under varying facial features	47
Efficient image enhancement using improved RIQMC based ROHIM model	47
A novel method of compressive sensing MRI reconstruction based on sandpiper optimization algorithm (SPO) and mask region based convolution neural network (mask RCNN)	47
Correction to: Histogram and entropy oriented image coding for clustered wireless multimedia sensor networks (WMSNS)	47
Accurate deep and direction classification model based on the antiprism graph pattern feature generator using underwater acoustic for defense system	46
CECM: A cognitive emotional contagion model in social networks	46
A parallel grid-search-based SVM optimization algorithm on Spark for passenger hotspot prediction	46
Progress in multi-object detection models: a comprehensive survey	46
Identification of intracranial haemorrhage (ICH) using ResNet with data augmentation using CycleGAN and ICH segmentation using SegAN	46
Convolutional neural network optimized by differential evolution for electrocardiogram classification	45
Computer vision-based predictive analysis of chronic cardiovascular disease using heartbeat features	45
Joint manipulation trace attention network and adaptive fusion mechanism for image splicing forgery localization	45
Image encryption using a standard map and a teaching-learning based optimization algorithm	45
Persian speech synthesis using enhanced tacotron based on multi-resolution convolution layers and a convex optimization method	45
A new encryption model for multimedia content using two dimensional Brownian motion and coupled map lattice	45
Searching for associations between social media trending topics and organizations	45
Design of high-speed blockchain-based sidechaining peer to peer communication protocol over 5G networks	45
Split-merge-excitation: a robust channel-wise feature attention mechanism applied to MDNet tracking	45
A review on Di-electrical resonant antenna based on the performance of gain and bandwidth	44
Encrypted speech retrieval based on long sequence Biohashing	44
SSEER: Segmented sectors in energy efficient routing for wireless sensor network	44
Visual-motor control methods for interactive real-time MRI-cardiac imaging	44
Impact analysis of recovery cases due to COVID-19 outbreak using deep learning model	44
SPOC learner’s final grade prediction based on a novel sampling batch normalization embedded deep neural network method	44
Seeing is relieving: effects of serious storytelling with images on interview performance anxiety	43
A fast feature selection technique for real-time face detection using hybrid optimized region based convolutional neural network	43
Capsule neural network based approach for subject specific and cross-subjects seizure detection from EEG signals	43
Image encryption algorithm based on lattice hash function and privacy protection	43
A novel multi-layer color image encryption based on RSA cryptosystem, RP2DFrHT and generalized 2D Arnold map	43
Emotion classification using temporal and spectral features from IR-UWB-based respiration data	43
AlexSegNet: an accurate nuclei segmentation deep learning model in microscopic images for diagnosis of cancer	43
Fully convolutional neural network with attention gate and fuzzy active contour model for skin lesion segmentation	43
RETRACTED ARTICLE: Fingerprint classification system using CNN	43
Toward automatic plant phenotyping: starting from leaf counting	42
Biometric cryptosystems: a comprehensive survey	42
Vehicle detection and traffic density estimation using ensemble of deep learning models	42
A novel binary horse herd optimization algorithm for feature selection problem	42
Designing lightweight small object detection models using attention and context	41
A wavelet-based watermarking for secure medical image transmission in telemedicine application	41
Fog computing-assisted path planning for smart shopping	41
Image transfer with secure communications application using a new reversible chaotic image encryption	41
Towards artificial intelligence in mental health: a comprehensive survey on the detection of schizophrenia	41
Deep neural combinational model (DNCM): digital image descriptor for child’s independent learning	41
Detecting skin lesions fusing handcrafted features in image network ensembles	41
RETRACTED ARTICLE: Adaptive recurrent neural network for software defect prediction with the aid of quantum theory- particle swarm optimization	41
A color image watermarking method combined QR decomposition and spatial domain	41
Survey on facial expressions recognition: databases, features and classification schemes	41
Fifteen years of YouTube scholarly research: knowledge structure, collaborative networks, and trending topics	41
Epileptic seizure detection using posterior probability-based convolutional neural network classifier	40
NAUNet: lightweight retinal vessel segmentation network with nested connections and efficient attention	40
Underwater Image Enhancement using Deep Learning	40
Multidimensional parallel capsule network for SAR image change detection	40
Multi-stage glioma segmentation for tumour grade classification based on multiscale fuzzy C-means	40
New color image encryption technique based on three-dimensional logistic map and Grey wolf optimization based generated substitution boxes	40
SAM: cross-modal semantic alignments module for image-text retrieval	40
Deep reinforcement learning based control for Autonomous Vehicles in CARLA	40
Real-time data sharing, path planning and route optimization in urban traffic management	40
Automatic detection of hypertensive retinopathy using improved fuzzy clustering and novel loss function	40
Rumor detection in social network based on user, content and lexical features	40
An efficient network intrusion detection model for IoT security using K-NN classifier and feature selection	40
A new approach to energy-aware routing in the Internet of Things using improved Grasshopper Metaheuristic Algorithm with Chaos theory and Fuzzy Logic	40
DFC-D: A dynamic weight-based multiple features combination for real-time moving object detection	39
Character segmentation and restoration of Qin-Han bamboo slips using local auto-focus thresholding method	39
Robust blind watermarking approach against the compression for fingerprint image using 2D-DCT	39
Structure-constrained deep feature fusion for chronic otitis media and cholesteatoma identification	39
Voice encryption using a unified hyper-chaotic system	39
An improved deep convolutional neural network by using hybrid optimization algorithms to detect and classify brain tumor using augmented MRI images	39
A hybrid CTC+Attention model based on end-to-end framework for multilingual speech recognition	39
Restoration of damaged artworks based on a generative adversarial network	39
On Chaos based duo confusion duo diffusion for colour images	39
A comparative study of grape crop disease classification using various transfer learning techniques	39
ApaNet: adversarial perturbations alleviation network for face verification	39
Digital image noise removal based on collaborative filtering approach and singular value decomposition	39
Grassmannian graph-attentional landmark selection for domain adaptation	39
Retraction Note: Identifying brain abnormalities from electroencephalogram using evolutionary gravitational neocognitron neural network	39
Image encryption with a Josephson junction model embedded in FPGA	39
Video based basketball shooting prediction and pose suggestion system	39
Information granule-based multi-view point sets registration using fuzzy c-means clustering	39
Block-level double JPEG compression detection for image forgery localization	39
Analysis of schizophrenia using support vector machine classifier	38
Procedural modeling of plant ecosystems maximizing vegetation cover	38
An accurate analogy based software effort estimation using hybrid optimization and machine learning techniques	38
A preventive and curative watermarking scheme for an industrial solution	38
A high gain UWB human face shaped MIMO microstrip printed antenna with high isolation	38
Pattern Recognition for Adaptive User Interfaces	38
Sand-dust image enhancement based on light attenuation and transmission compensation	38
Correction to: Computer-aided diagnosis for burnt skin images using deep convolutional neural network	38
An effective super resolution image reconstruction using spatial entropy based normalized deep convolutional neural network	38
Downsampling in uniformly-spaced windows for coding-based Palmprint recognition	37
A New Seam Carving Method for Image Resizing Based on Entropy Energy and Lyapunov Exponent	37
Accurate segmentation of lung nodule with low contrast boundaries by least weight navigation	37