Multimedia Tools and Applications

Article	Citations
EmoffMeme: identifying offensive memes by leveraging underlying emotions	867
Convolutional gated recurrent unit networks based real-time monaural speech enhancement	758
Quality evaluation of commercially available healthcare applications for prostate cancer management	155
High capacity reversible data hiding in encrypted images using block labeling	150
A real-time detection method of multi-scale traffic signs based on dynamic pruning strategy	130
A real time target face tracking algorithm based on saliency detection and Camshift	128
Deep convolution neural network with context based expanded neighbourhoods distance re-ranking model for person re-identification	123
Correction to: Bunch graph based dimensionality reduction using auto-encoder for character recognition	114
A new robust approach for altered handwritten text detection	114
Correction to: Transmission of correct gaze direction in video conferencing using screen-embedded cameras	111
Dilated Multi-scale Fusion for Point Cloud Classification and Segmentation	106
Correction to: Automatic detection of osteosarcoma based on integrated features and feature selection using binary arithmetic optimization algorithm	102
Correction to: Images encryption based on robust multi-mode finite time synchronization of fractional-order hyper-chaotic Rikitake systems	101
Correction to: Regional optimum frequency analysis of resting-state fMRI data for early detection of Alzheimer’s disease biomarkers	101
Cryptanalysis and Improvement of Novel Image Encryption Technique Using Hybrid Method of Discrete Dynamical Chaotic Maps and Brownian Motion	100
The recommendation of satisfactory product for new users in social commerce website	100
Artificial intelligence unlocks ecological environment governance —smart statistical monitoring based on meteorology	100
An effective sharing approach of selective video frames for secure multimedia transmission	99
Fake region identification in an image using deep learning segmentation model	95
Switching network for mixing experts with application to traffic sign recognition	95
Gait recognition based on margin sample mining loss	94
Expectation propagation learning of finite and infinite Gamma mixture models and its applications	94
Fuzzy-based dynamic difficulty adjustment of an educational 3D-game	93
Facial expression recognition based on strong attention mechanism and residual network	92
Improving precision of objective image/video quality meters	92

Forward-looking omnidirectional infrared pedestrian detection for driver assistance	89
Multi-task person re-identification via attribute and part-based learning	85
Body size measurement based on deep learning for image segmentation by binocular stereovision system	82
A novel approach to detect instant emotion change through spectral variation in single frequency filtering spectrogram of each pitch cycle	81
Grayscale image coding using optimal pixel grouping and adaptive multi-grouping division block truncation coding	80
Secure map legends based on just noticeable distortion and watermark bit recovery	80
Pixel-based fragile image watermarking based on absolute moment block truncation coding	80
A graphical tool for formal verification using Event-B modeling	79
A gray level indicator-based nonlinear diffusion equation for the removal of random-valued impulse noise	79
A survey on digital video stabilization	78
Investigations on speaker adaptation using a continuous vocoder within recurrent neural network based text-to-speech synthesis	78
Mitigating cross-client GANs-based attack in federated learning	77
StegGAN: hiding image within image using conditional generative adversarial networks	77
ECG compression using optimized B-spline	76
ASTT: acoustic spatial-temporal transformer for short utterance speaker recognition	74
Contrast preserving decolorization based on the weighted normalized L1 norm	72
Skeleton-based human action recognition by fusing attention based three-stream convolutional neural network and SVM	72
High capacity reversible data hiding in encrypted images based on prediction error and block classification	72
Wave space sonification of the folding pathways of protein molecules modeled as hyper-redundant robotic mechanisms	72
Remote sensing scene classification with multi-spatial scale frequency covariance pooling	71
Infrared target recognition with deep learning algorithms	71
EMM: Extended matching market based scheduling for big data platform hadoop	70
Exponential increment of RSA attack range via lattice based cryptanalysis	70
The improved method in fabric image classification using convolutional neural network	70
Faulty RJ45 connectors detection on radio base station using deep learning	67
Underwater optical image processing based on double threshold judgements and optimized red dark channel prior method	67
Camera module Lens blemish detection based on neural network interpretability	67
Detection of natural wood defects with large color differences based on branched network	65
An effective method for salt and pepper noise removal based on algebra and fuzzy logic function	65
Siamese convolutional neural network and fusion of the best overlapping blocks for kinship verification	65
Recognition of offline handwritten Devanagari characters using new mask-based approach, histogram of oriented gradients and AdaBoost	65
Content-adaptive mode decision for low complexity 3D-HEVC	64
A Hierarchical modified AV1 codec for compression cartesian form of holograms in holo and object planes	64
A parallel SP-DBSCAN algorithm on spark for waiting spot recommendation	64
Wuthering heights: gauging fear at altitude in virtual reality	64
Plant classification in the wild: Energy evaluation for deep learning models	63
Optimal sequence reordering for low delay screen content coding	63
Multimodal user interaction with in-car equipment in real conditions based on touch and speech modes in the Persian language	62
A lightweight image encryption algorithm based on patterns in Rubik’s revenge cube	61
Multimodal human action recognition based on spatio-temporal action representation recognition model	61
JULive3D: a live image acquisition protocol for real-time 3D face recognition	61
Holistic indoor scene understanding by context-supported instance segmentation	61
A conditional random field framework for language process in product review mining	60
Personalized saliency prediction using color spaces	59
Anti-forensics of fake stereo audio using generative adversarial network	59
A service collaboration method based on mobile edge computing in internet of things	59
Face detection for rail transit passengers based on single shot detector and active learning	58
Spatio-temporal convolutional residual network for regional commercial vitality prediction	57
Weakly supervised semantic segmentation with segments and neighborhood classifiers	57
Hiding data in dual images based on turtle shell matrix with high embedding capacity and reversibility	56

Prediction of epileptic seizures from spectral features of intracranial eeg recordings using deep learning approach	56
Lane detection techniques for self-driving vehicle: comprehensive review	56
Learning discriminative features for semi-supervised person re-identification	55
Efficient color face recognition based on quaternion discrete orthogonal moments neural networks	55
Dress-up: deep neural framework for image-based human appearance transfer	55
AttCluster-MDGCNs: multiscale dynamic graph convolution networks with an attention cluster for skeletal-based action	55
Split-attention effects in multimedia learning environments: eye-tracking and EEG analysis	55
Finger vein recognition techniques: a comprehensive review	54
A signal-driven based flexible integrated scheduling algorithm with bidirectional coordination mechanism	54
Image steganography based on difference of Gaussians edge detection	54
Development and validation of a deep learning-based algorithm for drowsiness detection in facial photographs	54
Fisher-Yates scrambling algorithm combined with S-box color image encryption technology based on 3D-SCCM chaotic system	54
Quantization selection based on characteristic of cover image for PVD Steganography to optimize imperceptibility and capacity	54
A (t,n)- Secret image sharing with steganography based on Rook polynomial and LWE problem	54
A new visually meaningful double-image encryption algorithm combining 2D compressive sensing with fractional-order chaotic system	54
Assessing student engagement from facial behavior in on-line learning	53
Blockchain-based conditional privacy-preserving authentication scheme in VANETs	52
A framework for extended belief rule base reduction and training with the greedy strategy and parameter learning	52
Acquisition super resolution from infrared images using proposed techniques	52
Birdsong classification based on multi-feature fusion	52
Deep learning for historical books: classification of printing technology for digitized images	52
Intelligent plant disease diagnosis using convolutional neural network: a review	51
Systematic review of content analysis algorithms based on deep neural networks	51
Prediction of diseased rice plant using video processing and LSTM-simple recurrent neural network with comparative study	51
Detection of tartrazine colored rice flour adulteration in turmeric from multi-spectral images on smartphone using convolutional neural network deployed on PaaS cloud	51
Towards a deep human activity recognition approach based on video to image transformation with skeleton data	51
Breast cancer: toward an accurate breast tumor detection model in mammography using transfer learning techniques	51
Two-fold brain tumor segmentation using fuzzy image enhancement and DeepBrainet2.0	51
Mixed Gaussian-Impulse noise robust face hallucination via noise suppressed low-and-high resolution space-based neighbor representation	51
Optimized deep learning for genre classification via improved moth flame algorithm	51
SCL-FExR: supervised contrastive learning approach for facial expression Recognition	50
Deep learning-based parking occupancy detection framework using ResNet and VGG-16	50
Performance analysis of multiple input single layer neural network hardware chip	50
SqueezeCapsNet: enhancing capsule networks with squeezenet for holistic medical and complex images	50
Deep convolutional neural network for enhancing traffic sign recognition developed on Yolo V4	50
Segmentation of farmlands in aerial images by deep learning framework with feature fusion and context aggregation modules	49
Underwater image enhancement using multiscale decomposition and gamma correction	49
Augmented reality situated visualization in decision-making	49
Unsupervised learning based dual-branch fusion low-light image enhancement	49
Automatic image caption generation using deep learning	48
A state-of-the-art review on adversarial machine learning in image classification	48
ESSR-GAN: Enhanced super and semi supervised remora resolution based generative adversarial learning framework model for smartphone based road damage detection	48
A spatial procedure to spectral subtraction for speech enhancement	48
Efficient image enhancement using improved RIQMC based ROHIM model	47
Contrastive study of minimum edit distance and cosine similarity measures in the context of word suggestions for misspelled Marathi words	47
Multimedia-based Healthcare Systems using Computational Intelligence	47
Single image super-resolution via multiple linear mapping anchored neighborhood regression	47
On Chaos based duo confusion duo diffusion for colour images	47
Grassmannian graph-attentional landmark selection for domain adaptation	47
Intensifying graph diffusion-based salient object detection with sparse graph weighting	46
Single and two-person(s) pose estimation based on R-WAA	46
Real-time low-cost human skeleton detection	46
Investigating the multimedia pointing techniques in the tabletop-centric cross-device interaction	46
Sureness calamity salvage framework with inventive bandwidth scheme for data storage in cloud computing	46
Stereo VoVNet-CNN for 3D object detection	46
LGVTON: a landmark guided approach for model to person virtual try-on	45
Survey on facial expressions recognition: databases, features and classification schemes	45
Searching for associations between social media trending topics and organizations	45
Multidimensional parallel capsule network for SAR image change detection	45
GMSK-SLAM: a new RGB-D SLAM method with dynamic areas detection towards dynamic environments	45
3D face dense reconstruction based on sparse points using probabilistic principal component analysis	45
Understanding the impact of query expansion on federated search	44
Structure-constrained deep feature fusion for chronic otitis media and cholesteatoma identification	44
Big health data for elderly employees job performance of SOEs: visionary and enticing challenges	44
Convolutional neural network optimized by differential evolution for electrocardiogram classification	44
Hilbert quantum image scrambling and graph signal processing-based image steganography	44
A novel multi-layer color image encryption based on RSA cryptosystem, RP2DFrHT and generalized 2D Arnold map	44
A novel method of compressive sensing MRI reconstruction based on sandpiper optimization algorithm (SPO) and mask region based convolution neural network (mask RCNN)	43
Restoration of damaged artworks based on a generative adversarial network	43
An efficient reversible and secure patient data hiding algorithm for E-healthcare	43
RETRACTED ARTICLE: Fingerprint classification system using CNN	43
Designing face resemblance technique using near set theory under varying facial features	43
Robust blind watermarking approach against the compression for fingerprint image using 2D-DCT	43
CECM: A cognitive emotional contagion model in social networks	43
Toward automatic plant phenotyping: starting from leaf counting	43
Fog computing-assisted path planning for smart shopping	42
SAM: cross-modal semantic alignments module for image-text retrieval	42
An intelligent approach for fingerprint presentation attack detection using ensemble learning with improved local image features	42
Towards artificial intelligence in mental health: a comprehensive survey on the detection of schizophrenia	42
A desired histogram estimation accompanied with an exact histogram matching method for image contrast enhancement	42

A lossless secret image sharing scheme using a larger finite field	42
RETRACTED ARTICLE: Convolution neural network and deep-belief network (DBN) based automatic detection and diagnosis of Glaucoma	42
Blockchain assisted AHMFA authentication in employee performance assessment system	42
Real-time data sharing, path planning and route optimization in urban traffic management	42
Correction to: Swarm intelligence based object tracking	41
Persian speech synthesis using enhanced tacotron based on multi-resolution convolution layers and a convex optimization method	41
A hybrid deep model with cumulative learning for few-shot learning	41
Deep facial recognition after medical alterations	41
New color image encryption technique based on three-dimensional logistic map and Grey wolf optimization based generated substitution boxes	41
Epileptic seizure detection using posterior probability-based convolutional neural network classifier	41
Designing lightweight small object detection models using attention and context	41
Underwater image enhancement via variable contrast and saturation enhancement model	41
Lower extremity kinematics walking speed classification using long short-term memory neural frameworks	41
Automatic detection of hypertensive retinopathy using improved fuzzy clustering and novel loss function	41
VETE: improving visual embeddings through text descriptions for eCommerce search engines	41
A hybrid CTC+Attention model based on end-to-end framework for multilingual speech recognition	41
Enhanced-Longest Common Subsequence based novel steganography approach for cloud storage	41
Video based basketball shooting prediction and pose suggestion system	41
ApaNet: adversarial perturbations alleviation network for face verification	41
Image transfer with secure communications application using a new reversible chaotic image encryption	41
Efficient vision-based multi-target augmented reality in the browser	40
Perceived visual comfort and usefulness of a circadian lighting system implemented at a nursing home	40
Pulmonary fissure segmentation in CT images based on ODoS filter and shape features	40
A cloud-based cognitive computing solution with interoperable applications to counteract illegal dumping in smart cities	40
A color image watermarking method combined QR decomposition and spatial domain	40
Image encryption algorithm based on lattice hash function and privacy protection	40
Comparison study on the performance of the multi classifiers with hybrid optimal features selection method for medical data diagnosis	40
Fog cloud-assisted IoT-based human identification in construction sites from gait sequences	40
Performance analysis of multi-level thresholding for microaneurysm detection	40
Blind image inpainting quality assessment using local features continuity	40
Guided normal filter for 3D point clouds	40
Supervision dropout: guidance learning in deep neural network	39
Fault diagnosis of rolling bearing based on back propagation neural network optimized by cuckoo search algorithm	39
Real-time microscopy image-based segmentation and classification models for cancer cell detection	39
AlexSegNet: an accurate nuclei segmentation deep learning model in microscopic images for diagnosis of cancer	39
Diffusion tensor image denoising via geometric invariant nonlocal means on the tensor manifold	39
Information recombination network for contour detection	39
Enhanced reversible and secure patient data hiding algorithm based on cellular automata	39
Histogram and entropy oriented image coding for clustered wireless multimedia sensor networks (WMSNS)	39
Digital image noise removal based on collaborative filtering approach and singular value decomposition	38
Piezoresistor defect classification using convolutional neural networks based on incremental branch growth	38
Quadratic smoothing based video stabilization using spatio-temporal regularity flow	38
Fully convolutional neural network with attention gate and fuzzy active contour model for skin lesion segmentation	38
A deep learning based system for writer identification in handwritten Arabic historical manuscripts	38
Deep neural combinational model (DNCM): digital image descriptor for child’s independent learning	38
Exploration of multi-source discriminative acoustic feature for speaker recognition with short-duration audio signal	38
Does it work outside this benchmark? Introducing the rigid depth constructor tool	38
Semi-supervised internet water army detection based on graph embedding	37
Computer vision-based predictive analysis of chronic cardiovascular disease using heartbeat features	37
Artistic image synthesis from unsupervised segmentation maps	37
Retraction Note: Community guidance model based on interactive multimedia system	37
A review on Di-electrical resonant antenna based on the performance of gain and bandwidth	37
Product discovery utilizing the semantic data model	37
Retraction Note: Load balancing in wireless networks using reputation-ReDS in the magnified distributed hash table	37
Correction to: Automatic COVID-19 detection mechanisms and approaches from medical images: a systematic review	37
Retraction Note: Identifying brain abnormalities from electroencephalogram using evolutionary gravitational neocognitron neural network	37
Joint manipulation trace attention network and adaptive fusion mechanism for image splicing forgery localization	37
An enhanced self-attention and A2J approach for 3D hand pose estimation	37
Correction to: Histogram and entropy oriented image coding for clustered wireless multimedia sensor networks (WMSNS)	37
A new encryption model for multimedia content using two dimensional Brownian motion and coupled map lattice	36
An efficient ir approach based semantic segmentation	36
Character segmentation and restoration of Qin-Han bamboo slips using local auto-focus thresholding method	36
Seeing is relieving: effects of serious storytelling with images on interview performance anxiety	36
Accurate deep and direction classification model based on the antiprism graph pattern feature generator using underwater acoustic for defense system	36
SPOC learner’s final grade prediction based on a novel sampling batch normalization embedded deep neural network method	36
Reversible data hiding in encrypted images using median prediction and bit plane cycling-XOR	36
Split-merge-excitation: a robust channel-wise feature attention mechanism applied to MDNet tracking	36
Visual-motor control methods for interactive real-time MRI-cardiac imaging	36
Multi-modal image registration in the presence of spatially varying intensity distortion using structural representation	35
Image encryption using a standard map and a teaching-learning based optimization algorithm	35
A novel dual-based ADMM to the Chan-Vese model	35
Multi-stage glioma segmentation for tumour grade classification based on multiscale fuzzy C-means	35
Towards effective offloading mechanisms in fog computing	35
Mixed fuzzy pooling in convolutional neural networks for image classification	35
Capsule neural network based approach for subject specific and cross-subjects seizure detection from EEG signals	35
Impact analysis of recovery cases due to COVID-19 outbreak using deep learning model	35
DFC-D: A dynamic weight-based multiple features combination for real-time moving object detection	35
Identification of intracranial haemorrhage (ICH) using ResNet with data augmentation using CycleGAN and ICH segmentation using SegAN	35
Emotion classification using temporal and spectral features from IR-UWB-based respiration data	35
A parallel grid-search-based SVM optimization algorithm on Spark for passenger hotspot prediction	35
A video indexing and retrieval computational prototype based on transcribed speech	35
SSEER: Segmented sectors in energy efficient routing for wireless sensor network	35
A novel colour image encryption scheme using dynamic DNA coding, chaotic maps, and SHA-2	35
A novel binary horse herd optimization algorithm for feature selection problem	35
Human activity recognition by combining external features with accelerometer sensor data using deep learning network model	35
Progress in multi-object detection models: a comprehensive survey	35
Encrypted speech retrieval based on long sequence Biohashing	35
Vehicle detection and traffic density estimation using ensemble of deep learning models	34
Rumor detection in social network based on user, content and lexical features	34
A wavelet-based watermarking for secure medical image transmission in telemedicine application	34
Deep reinforcement learning based control for Autonomous Vehicles in CARLA	34
RETRACTED ARTICLE: Adaptive recurrent neural network for software defect prediction with the aid of quantum theory- particle swarm optimization	34
Evolutionary-based image encryption using Magic Square Chaotic algorithm and RNA codons truth table	34
Fifteen years of YouTube scholarly research: knowledge structure, collaborative networks, and trending topics	34
Detecting skin lesions fusing handcrafted features in image network ensembles	34