Multimedia Tools and Applications

Article	Citations
Convolutional gated recurrent unit networks based real-time monaural speech enhancement	980
Quality evaluation of commercially available healthcare applications for prostate cancer management	859
A real-time detection method of multi-scale traffic signs based on dynamic pruning strategy	183
A real time target face tracking algorithm based on saliency detection and Camshift	160
Deep convolution neural network with context based expanded neighbourhoods distance re-ranking model for person re-identification	137
A new robust approach for altered handwritten text detection	133
Correction to: Bunch graph based dimensionality reduction using auto-encoder for character recognition	132
Correction to: Transmission of correct gaze direction in video conferencing using screen-embedded cameras	128
Dilated Multi-scale Fusion for Point Cloud Classification and Segmentation	122
Correction to: Regional optimum frequency analysis of resting-state fMRI data for early detection of Alzheimer’s disease biomarkers	117
Correction to: Automatic detection of osteosarcoma based on integrated features and feature selection using binary arithmetic optimization algorithm	117
Correction to: Images encryption based on robust multi-mode finite time synchronization of fractional-order hyper-chaotic Rikitake systems	116
Cryptanalysis and Improvement of Novel Image Encryption Technique Using Hybrid Method of Discrete Dynamical Chaotic Maps and Brownian Motion	116
Weakly supervised semantic segmentation with segments and neighborhood classifiers	111
The recommendation of satisfactory product for new users in social commerce website	111
EmoffMeme: identifying offensive memes by leveraging underlying emotions	108
Fuzzy-based dynamic difficulty adjustment of an educational 3D-game	107
Artificial intelligence unlocks ecological environment governance —smart statistical monitoring based on meteorology	107
Infrared target recognition with deep learning algorithms	103
Dress-up: deep neural framework for image-based human appearance transfer	103
Multimodal user interaction with in-car equipment in real conditions based on touch and speech modes in the Persian language	102
An effective sharing approach of selective video frames for secure multimedia transmission	99
Expectation propagation learning of finite and infinite Gamma mixture models and its applications	97
Switching network for mixing experts with application to traffic sign recognition	97
Gait recognition based on margin sample mining loss	96

Improving precision of objective image/video quality meters	94
Forward-looking omnidirectional infrared pedestrian detection for driver assistance	92
Multi-task person re-identification via attribute and part-based learning	91
Body size measurement based on deep learning for image segmentation by binocular stereovision system	90
A novel approach to detect instant emotion change through spectral variation in single frequency filtering spectrogram of each pitch cycle	89
Secure map legends based on just noticeable distortion and watermark bit recovery	89
Grayscale image coding using optimal pixel grouping and adaptive multi-grouping division block truncation coding	88
A graphical tool for formal verification using Event-B modeling	87
A gray level indicator-based nonlinear diffusion equation for the removal of random-valued impulse noise	87
A survey on digital video stabilization	86
Investigations on speaker adaptation using a continuous vocoder within recurrent neural network based text-to-speech synthesis	85
ASTT: acoustic spatial-temporal transformer for short utterance speaker recognition	85
Mitigating cross-client GANs-based attack in federated learning	85
Wave space sonification of the folding pathways of protein molecules modeled as hyper-redundant robotic mechanisms	83
Remote sensing scene classification with multi-spatial scale frequency covariance pooling	81
EMM: Extended matching market based scheduling for big data platform hadoop	79
The improved method in fabric image classification using convolutional neural network	77
Camera module Lens blemish detection based on neural network interpretability	76
An effective method for salt and pepper noise removal based on algebra and fuzzy logic function	76
Exponential increment of RSA attack range via lattice based cryptanalysis	76
Faulty RJ45 connectors detection on radio base station using deep learning	76
Recognition of offline handwritten Devanagari characters using new mask-based approach, histogram of oriented gradients and AdaBoost	75
A parallel SP-DBSCAN algorithm on spark for waiting spot recommendation	75
Content-adaptive mode decision for low complexity 3D-HEVC	74
Wuthering heights: gauging fear at altitude in virtual reality	73
A Hierarchical modified AV1 codec for compression cartesian form of holograms in holo and object planes	72
Optimal sequence reordering for low delay screen content coding	71
A lightweight image encryption algorithm based on patterns in Rubik’s revenge cube	70
JULive3D: a live image acquisition protocol for real-time 3D face recognition	70
Anti-forensics of fake stereo audio using generative adversarial network	69
Split-attention effects in multimedia learning environments: eye-tracking and EEG analysis	68
Personalized saliency prediction using color spaces	68
Performance analysis of multiple input single layer neural network hardware chip	68
High capacity reversible data hiding in encrypted images using block labeling	68
A framework for extended belief rule base reduction and training with the greedy strategy and parameter learning	68
Hiding data in dual images based on turtle shell matrix with high embedding capacity and reversibility	67
A service collaboration method based on mobile edge computing in internet of things	67
Prediction of epileptic seizures from spectral features of intracranial eeg recordings using deep learning approach	67
AttCluster-MDGCNs: multiscale dynamic graph convolution networks with an attention cluster for skeletal-based action	65
Learning discriminative features for semi-supervised person re-identification	65
A (t,n)- Secret image sharing with steganography based on Rook polynomial and LWE problem	64
A signal-driven based flexible integrated scheduling algorithm with bidirectional coordination mechanism	63
Plant classification in the wild: Energy evaluation for deep learning models	63
Acquisition super resolution from infrared images using proposed techniques	63
Fisher-Yates scrambling algorithm combined with S-box color image encryption technology based on 3D-SCCM chaotic system	63
Blockchain-based conditional privacy-preserving authentication scheme in VANETs	63
ESSR-GAN: Enhanced super and semi supervised remora resolution based generative adversarial learning framework model for smartphone based road damage detection	62
Face detection for rail transit passengers based on single shot detector and active learning	62
Finger vein recognition techniques: a comprehensive review	62
A conditional random field framework for language process in product review mining	62

Skeleton-based human action recognition by fusing attention based three-stream convolutional neural network and SVM	61
Detection of natural wood defects with large color differences based on branched network	61
Deep learning-based parking occupancy detection framework using ResNet and VGG-16	60
A new visually meaningful double-image encryption algorithm combining 2D compressive sensing with fractional-order chaotic system	60
Deep learning for historical books: classification of printing technology for digitized images	60
Unsupervised learning based dual-branch fusion low-light image enhancement	59
Two-fold brain tumor segmentation using fuzzy image enhancement and DeepBrainet2.0	59
Systematic review of content analysis algorithms based on deep neural networks	59
SCL-FExR: supervised contrastive learning approach for facial expression Recognition	59
StegGAN: hiding image within image using conditional generative adversarial networks	58
ECG compression using optimized B-spline	58
Spatio-temporal convolutional residual network for regional commercial vitality prediction	58
Fake region identification in an image using deep learning segmentation model	57
Quantization selection based on characteristic of cover image for PVD Steganography to optimize imperceptibility and capacity	57
Image steganography based on difference of Gaussians edge detection	57
Efficient color face recognition based on quaternion discrete orthogonal moments neural networks	57
Underwater image enhancement using multiscale decomposition and gamma correction	57
Multimodal human action recognition based on spatio-temporal action representation recognition model	56
Birdsong classification based on multi-feature fusion	56
Siamese convolutional neural network and fusion of the best overlapping blocks for kinship verification	56
Facial expression recognition based on strong attention mechanism and residual network	55
A spatial procedure to spectral subtraction for speech enhancement	55
Detection of tartrazine colored rice flour adulteration in turmeric from multi-spectral images on smartphone using convolutional neural network deployed on PaaS cloud	55
Automatic image caption generation using deep learning	54
Deep convolutional neural network for enhancing traffic sign recognition developed on Yolo V4	54
Breast cancer: toward an accurate breast tumor detection model in mammography using transfer learning techniques	54
Mixed Gaussian-Impulse noise robust face hallucination via noise suppressed low-and-high resolution space-based neighbor representation	54
Optimized deep learning for genre classification via improved moth flame algorithm	54
Intelligent plant disease diagnosis using convolutional neural network: a review	54
SqueezeCapsNet: enhancing capsule networks with squeezenet for holistic medical and complex images	53
A state-of-the-art review on adversarial machine learning in image classification	52
Development and validation of a deep learning-based algorithm for drowsiness detection in facial photographs	52
Segmentation of farmlands in aerial images by deep learning framework with feature fusion and context aggregation modules	52
Assessing student engagement from facial behavior in on-line learning	52
Lane detection techniques for self-driving vehicle: comprehensive review	52
Contrastive study of minimum edit distance and cosine similarity measures in the context of word suggestions for misspelled Marathi words	51
Sureness calamity salvage framework with inventive bandwidth scheme for data storage in cloud computing	51
Intensifying graph diffusion-based salient object detection with sparse graph weighting	51
Multimedia-based Healthcare Systems using Computational Intelligence	51
Single and two-person(s) pose estimation based on R-WAA	51
Grassmannian graph-attentional landmark selection for domain adaptation	51
Efficient image enhancement using improved RIQMC based ROHIM model	51
Investigating the multimedia pointing techniques in the tabletop-centric cross-device interaction	51
Stereo VoVNet-CNN for 3D object detection	50
3D face dense reconstruction based on sparse points using probabilistic principal component analysis	49
LGVTON: a landmark guided approach for model to person virtual try-on	49
Survey on facial expressions recognition: databases, features and classification schemes	49
Multidimensional parallel capsule network for SAR image change detection	49
A novel method of compressive sensing MRI reconstruction based on sandpiper optimization algorithm (SPO) and mask region based convolution neural network (mask RCNN)	48
SAM: cross-modal semantic alignments module for image-text retrieval	48
Big health data for elderly employees job performance of SOEs: visionary and enticing challenges	48
A novel multi-layer color image encryption based on RSA cryptosystem, RP2DFrHT and generalized 2D Arnold map	48
Real-time data sharing, path planning and route optimization in urban traffic management	48
Convolutional neural network optimized by differential evolution for electrocardiogram classification	48
Fog computing-assisted path planning for smart shopping	48
Designing face resemblance technique using near set theory under varying facial features	48
Hilbert quantum image scrambling and graph signal processing-based image steganography	48
A fast feature selection technique for real-time face detection using hybrid optimized region based convolutional neural network	47
Lower extremity kinematics walking speed classification using long short-term memory neural frameworks	47
Deep neural combinational model (DNCM): digital image descriptor for child’s independent learning	47
Blockchain assisted AHMFA authentication in employee performance assessment system	47
Accurate deep and direction classification model based on the antiprism graph pattern feature generator using underwater acoustic for defense system	47
Deep facial recognition after medical alterations	47
Performance and security analysis using B-128 modified blowfish algorithm	46
Automatic detection of hypertensive retinopathy using improved fuzzy clustering and novel loss function	46
WoM-based deep BiLSTM: smart disease prediction model using WoM-based deep BiLSTM classifier	46
AlexSegNet: an accurate nuclei segmentation deep learning model in microscopic images for diagnosis of cancer	46
Searching for associations between social media trending topics and organizations	46
Progress in multi-object detection models: a comprehensive survey	46
Vehicle detection and traffic density estimation using ensemble of deep learning models	46
Capsule neural network based approach for subject specific and cross-subjects seizure detection from EEG signals	46
Image encryption using a standard map and a teaching-learning based optimization algorithm	45
Segmentation technique for the detection of Micro cracks in solar cell using support vector machine	45
Underwater image enhancement via variable contrast and saturation enhancement model	45
VETE: improving visual embeddings through text descriptions for eCommerce search engines	45
Understanding the impact of query expansion on federated search	45
Towards effective offloading mechanisms in fog computing	45
A novel colour image encryption scheme using dynamic DNA coding, chaotic maps, and SHA-2	45
Correction to: Swarm intelligence based object tracking	45
RETRACTED ARTICLE: Fingerprint classification system using CNN	45

Emotion classification using temporal and spectral features from IR-UWB-based respiration data	45
Enhanced-Longest Common Subsequence based novel steganography approach for cloud storage	45
On Chaos based duo confusion duo diffusion for colour images	45
Comparison study on the performance of the multi classifiers with hybrid optimal features selection method for medical data diagnosis	44
A hybrid CTC+Attention model based on end-to-end framework for multilingual speech recognition	44
Perceived visual comfort and usefulness of a circadian lighting system implemented at a nursing home	44
Persian speech synthesis using enhanced tacotron based on multi-resolution convolution layers and a convex optimization method	44
Designing lightweight small object detection models using attention and context	44
Epileptic seizure detection using posterior probability-based convolutional neural network classifier	44
Pulmonary fissure segmentation in CT images based on ODoS filter and shape features	43
Performance analysis of multi-level thresholding for microaneurysm detection	43
Diffusion tensor image denoising via geometric invariant nonlocal means on the tensor manifold	43
Efficient vision-based multi-target augmented reality in the browser	43
A color image watermarking method combined QR decomposition and spatial domain	43
A cloud-based cognitive computing solution with interoperable applications to counteract illegal dumping in smart cities	43
Blind image inpainting quality assessment using local features continuity	43
Fog cloud-assisted IoT-based human identification in construction sites from gait sequences	43
Histogram and entropy oriented image coding for clustered wireless multimedia sensor networks (WMSNS)	43
Artistic image synthesis from unsupervised segmentation maps	42
Enhanced reversible and secure patient data hiding algorithm based on cellular automata	42
Real-time microscopy image-based segmentation and classification models for cancer cell detection	42
Exploration of multi-source discriminative acoustic feature for speaker recognition with short-duration audio signal	42
Does it work outside this benchmark? Introducing the rigid depth constructor tool	42
Piezoresistor defect classification using convolutional neural networks based on incremental branch growth	42
Supervision dropout: guidance learning in deep neural network	42
Fault diagnosis of rolling bearing based on back propagation neural network optimized by cuckoo search algorithm	42
Quadratic smoothing based video stabilization using spatio-temporal regularity flow	42
Product discovery utilizing the semantic data model	42
Information recombination network for contour detection	42
Fully convolutional neural network with attention gate and fuzzy active contour model for skin lesion segmentation	42
Digital image noise removal based on collaborative filtering approach and singular value decomposition	42
Semi-supervised internet water army detection based on graph embedding	41
Retraction Note: Load balancing in wireless networks using reputation-ReDS in the magnified distributed hash table	41
Retraction Note: Identifying brain abnormalities from electroencephalogram using evolutionary gravitational neocognitron neural network	41
Correction to: Histogram and entropy oriented image coding for clustered wireless multimedia sensor networks (WMSNS)	41
Retraction Note: Community guidance model based on interactive multimedia system	41
Correction to: Automatic COVID-19 detection mechanisms and approaches from medical images: a systematic review	41
Joint manipulation trace attention network and adaptive fusion mechanism for image splicing forgery localization	40
A new encryption model for multimedia content using two dimensional Brownian motion and coupled map lattice	40
A review on Di-electrical resonant antenna based on the performance of gain and bandwidth	40
Computer vision-based predictive analysis of chronic cardiovascular disease using heartbeat features	40
Seeing is relieving: effects of serious storytelling with images on interview performance anxiety	39
Visual-motor control methods for interactive real-time MRI-cardiac imaging	39
Impact analysis of recovery cases due to COVID-19 outbreak using deep learning model	39
Human activity recognition by combining external features with accelerometer sensor data using deep learning network model	39
An efficient ir approach based semantic segmentation	39
Encrypted speech retrieval based on long sequence Biohashing	39
SSEER: Segmented sectors in energy efficient routing for wireless sensor network	39
Multi-modal image registration in the presence of spatially varying intensity distortion using structural representation	39
Split-merge-excitation: a robust channel-wise feature attention mechanism applied to MDNet tracking	39
SPOC learner’s final grade prediction based on a novel sampling batch normalization embedded deep neural network method	39
A video indexing and retrieval computational prototype based on transcribed speech	39
DFC-D: A dynamic weight-based multiple features combination for real-time moving object detection	39
A novel dual-based ADMM to the Chan-Vese model	38
Character segmentation and restoration of Qin-Han bamboo slips using local auto-focus thresholding method	38
NAUNet: lightweight retinal vessel segmentation network with nested connections and efficient attention	38
An intelligent approach for fingerprint presentation attack detection using ensemble learning with improved local image features	38
Guided normal filter for 3D point clouds	38
Real-time low-cost human skeleton detection	38
Design of high-speed blockchain-based sidechaining peer to peer communication protocol over 5G networks	38
A hybrid deep model with cumulative learning for few-shot learning	38
CECM: A cognitive emotional contagion model in social networks	37
A novel binary horse herd optimization algorithm for feature selection problem	37
Evolutionary-based image encryption using Magic Square Chaotic algorithm and RNA codons truth table	37
Voice encryption using a unified hyper-chaotic system	37
Structure-constrained deep feature fusion for chronic otitis media and cholesteatoma identification	37
Multi-label personality trait identification from text	37
A wavelet-based watermarking for secure medical image transmission in telemedicine application	37
A parallel grid-search-based SVM optimization algorithm on Spark for passenger hotspot prediction	37
A deep learning based system for writer identification in handwritten Arabic historical manuscripts	37
Robust blind watermarking approach against the compression for fingerprint image using 2D-DCT	37
Detecting skin lesions fusing handcrafted features in image network ensembles	37
Fifteen years of YouTube scholarly research: knowledge structure, collaborative networks, and trending topics	37
Mixed fuzzy pooling in convolutional neural networks for image classification	37
A comparative study of grape crop disease classification using various transfer learning techniques	37
Reversible data hiding in encrypted images using median prediction and bit plane cycling-XOR	37
A desired histogram estimation accompanied with an exact histogram matching method for image contrast enhancement	37
Towards artificial intelligence in mental health: a comprehensive survey on the detection of schizophrenia	37
Rumor detection in social network based on user, content and lexical features	37
Augmented reality flavor: cross-modal mapping across gustation, olfaction, and vision	37
Image encryption algorithm based on lattice hash function and privacy protection	37
Identification of intracranial haemorrhage (ICH) using ResNet with data augmentation using CycleGAN and ICH segmentation using SegAN	36
Image encryption with a Josephson junction model embedded in FPGA	36
Toward automatic plant phenotyping: starting from leaf counting	36
Video based basketball shooting prediction and pose suggestion system	36
Multi-stage glioma segmentation for tumour grade classification based on multiscale fuzzy C-means	36
Biometric cryptosystems: a comprehensive survey	36
Image transfer with secure communications application using a new reversible chaotic image encryption	36
RETRACTED ARTICLE: Adaptive recurrent neural network for software defect prediction with the aid of quantum theory- particle swarm optimization	36
An efficient network intrusion detection model for IoT security using K-NN classifier and feature selection	36
New color image encryption technique based on three-dimensional logistic map and Grey wolf optimization based generated substitution boxes	36
Underwater Image Enhancement using Deep Learning	36
Restoration of damaged artworks based on a generative adversarial network	36
A new approach to energy-aware routing in the Internet of Things using improved Grasshopper Metaheuristic Algorithm with Chaos theory and Fuzzy Logic	36
ApaNet: adversarial perturbations alleviation network for face verification	36