Multimedia Tools and Applications

Article	Citations
A new robust approach for altered handwritten text detection	1162
Convolutional gated recurrent unit networks based real-time monaural speech enhancement	1019
Quality evaluation of commercially available healthcare applications for prostate cancer management	241
An effective sharing approach of selective video frames for secure multimedia transmission	180
Switching network for mixing experts with application to traffic sign recognition	166
Gait recognition based on margin sample mining loss	154
Improving precision of objective image/video quality meters	150
Forward-looking omnidirectional infrared pedestrian detection for driver assistance	146
Body size measurement based on deep learning for image segmentation by binocular stereovision system	146
A novel approach to detect instant emotion change through spectral variation in single frequency filtering spectrogram of each pitch cycle	141
Secure map legends based on just noticeable distortion and watermark bit recovery	134
Grayscale image coding using optimal pixel grouping and adaptive multi-grouping division block truncation coding	130
Expectation propagation learning of finite and infinite Gamma mixture models and its applications	128
Mitigating cross-client GANs-based attack in federated learning	128
Camera module Lens blemish detection based on neural network interpretability	124
Faulty RJ45 connectors detection on radio base station using deep learning	123
Correction to: Regional optimum frequency analysis of resting-state fMRI data for early detection of Alzheimer’s disease biomarkers	120
Correction to: Automatic detection of osteosarcoma based on integrated features and feature selection using binary arithmetic optimization algorithm	119
Correction to: Images encryption based on robust multi-mode finite time synchronization of fractional-order hyper-chaotic Rikitake systems	119
Correction to: Bunch graph based dimensionality reduction using auto-encoder for character recognition	119
Infrared target recognition with deep learning algorithms	118
Multimodal user interaction with in-car equipment in real conditions based on touch and speech modes in the Persian language	117
Weakly supervised semantic segmentation with segments and neighborhood classifiers	114
A real time target face tracking algorithm based on saliency detection and Camshift	111
The recommendation of satisfactory product for new users in social commerce website	110

Recognition of offline handwritten Devanagari characters using new mask-based approach, histogram of oriented gradients and AdaBoost	110
A Hierarchical modified AV1 codec for compression cartesian form of holograms in holo and object planes	108
Optimal sequence reordering for low delay screen content coding	106
JULive3D: a live image acquisition protocol for real-time 3D face recognition	106
A lightweight image encryption algorithm based on patterns in Rubik’s revenge cube	106
Fisher-Yates scrambling algorithm combined with S-box color image encryption technology based on 3D-SCCM chaotic system	105
EmoffMeme: identifying offensive memes by leveraging underlying emotions	104
Breast cancer: toward an accurate breast tumor detection model in mammography using transfer learning techniques	103
An effective method for salt and pepper noise removal based on algebra and fuzzy logic function	102
Image steganography based on difference of Gaussians edge detection	102
Multi-task person re-identification via attribute and part-based learning	99
A conditional random field framework for language process in product review mining	98
Spatio-temporal convolutional residual network for regional commercial vitality prediction	98
Artificial intelligence unlocks ecological environment governance —smart statistical monitoring based on meteorology	96
Deep convolution neural network with context based expanded neighbourhoods distance re-ranking model for person re-identification	92
Mixed Gaussian-Impulse noise robust face hallucination via noise suppressed low-and-high resolution space-based neighbor representation	92
SqueezeCapsNet: enhancing capsule networks with squeezenet for holistic medical and complex images	88
Prediction of epileptic seizures from spectral features of intracranial eeg recordings using deep learning approach	88
Performance analysis of multiple input single layer neural network hardware chip	87
A survey on digital video stabilization	83
A real-time detection method of multi-scale traffic signs based on dynamic pruning strategy	83
Lane detection techniques for self-driving vehicle: comprehensive review	83
Cryptanalysis and Improvement of Novel Image Encryption Technique Using Hybrid Method of Discrete Dynamical Chaotic Maps and Brownian Motion	82
Systematic review of content analysis algorithms based on deep neural networks	82
Siamese convolutional neural network and fusion of the best overlapping blocks for kinship verification	82
Facial expression recognition based on strong attention mechanism and residual network	81
ESSR-GAN: Enhanced super and semi supervised remora resolution based generative adversarial learning framework model for smartphone based road damage detection	81
Wuthering heights: gauging fear at altitude in virtual reality	79
A (t,n)- Secret image sharing with steganography based on Rook polynomial and LWE problem	78
Remote sensing scene classification with multi-spatial scale frequency covariance pooling	78
A signal-driven based flexible integrated scheduling algorithm with bidirectional coordination mechanism	76
Acquisition super resolution from infrared images using proposed techniques	76
AttCluster-MDGCNs: multiscale dynamic graph convolution networks with an attention cluster for skeletal-based action	76
Blockchain-based conditional privacy-preserving authentication scheme in VANETs	76
A service collaboration method based on mobile edge computing in internet of things	75
ECG compression using optimized B-spline	74
A spatial procedure to spectral subtraction for speech enhancement	74
Content-adaptive mode decision for low complexity 3D-HEVC	74
Face detection for rail transit passengers based on single shot detector and active learning	74
Efficient color face recognition based on quaternion discrete orthogonal moments neural networks	73
Fuzzy-based dynamic difficulty adjustment of an educational 3D-game	73
Investigations on speaker adaptation using a continuous vocoder within recurrent neural network based text-to-speech synthesis	73
Anti-forensics of fake stereo audio using generative adversarial network	72
Intelligent plant disease diagnosis using convolutional neural network: a review	72
A framework for extended belief rule base reduction and training with the greedy strategy and parameter learning	72
Wave space sonification of the folding pathways of protein molecules modeled as hyper-redundant robotic mechanisms	71
Assessing student engagement from facial behavior in on-line learning	70
Quantization selection based on characteristic of cover image for PVD Steganography to optimize imperceptibility and capacity	69
Two-fold brain tumor segmentation using fuzzy image enhancement and DeepBrainet2.0	69
Dress-up: deep neural framework for image-based human appearance transfer	69

High capacity reversible data hiding in encrypted images using block labeling	68
Underwater image enhancement using multiscale decomposition and gamma correction	68
Dilated Multi-scale Fusion for Point Cloud Classification and Segmentation	68
Finger vein recognition techniques: a comprehensive review	67
ASTT: acoustic spatial-temporal transformer for short utterance speaker recognition	67
Unsupervised learning based dual-branch fusion low-light image enhancement	67
A graphical tool for formal verification using Event-B modeling	66
A new visually meaningful double-image encryption algorithm combining 2D compressive sensing with fractional-order chaotic system	66
Deep convolutional neural network for enhancing traffic sign recognition developed on Yolo V4	65
The improved method in fabric image classification using convolutional neural network	65
A state-of-the-art review on adversarial machine learning in image classification	65
Fake region identification in an image using deep learning segmentation model	64
Deep learning-based parking occupancy detection framework using ResNet and VGG-16	64
Skeleton-based human action recognition by fusing attention based three-stream convolutional neural network and SVM	64
Multimodal human action recognition based on spatio-temporal action representation recognition model	64
Development and validation of a deep learning-based algorithm for drowsiness detection in facial photographs	63
Deep learning for historical books: classification of printing technology for digitized images	62
Optimized deep learning for genre classification via improved moth flame algorithm	62
Personalized saliency prediction using color spaces	62
Detection of tartrazine colored rice flour adulteration in turmeric from multi-spectral images on smartphone using convolutional neural network deployed on PaaS cloud	62
Detection of natural wood defects with large color differences based on branched network	62
Automatic image caption generation using deep learning	61
Plant classification in the wild: Energy evaluation for deep learning models	61
SCL-FExR: supervised contrastive learning approach for facial expression Recognition	60
Split-attention effects in multimedia learning environments: eye-tracking and EEG analysis	60
StegGAN: hiding image within image using conditional generative adversarial networks	60
Multimedia-based Healthcare Systems using Computational Intelligence	58
A gray level indicator-based nonlinear diffusion equation for the removal of random-valued impulse noise	58
Contrastive study of minimum edit distance and cosine similarity measures in the context of word suggestions for misspelled Marathi words	58
Segmentation of farmlands in aerial images by deep learning framework with feature fusion and context aggregation modules	58
LGVTON: a landmark guided approach for model to person virtual try-on	57
VETE: improving visual embeddings through text descriptions for eCommerce search engines	57
Retraction Note: Community guidance model based on interactive multimedia system	57
Correction to: Swarm intelligence based object tracking	57
Intensifying graph diffusion-based salient object detection with sparse graph weighting	57
Retraction Note: Load balancing in wireless networks using reputation-ReDS in the magnified distributed hash table	57
Enhanced-Longest Common Subsequence based novel steganography approach for cloud storage	57
A desired histogram estimation accompanied with an exact histogram matching method for image contrast enhancement	56
Human activity recognition by combining external features with accelerometer sensor data using deep learning network model	56
An efficient ir approach based semantic segmentation	56
A novel dual-based ADMM to the Chan-Vese model	56
A hybrid deep model with cumulative learning for few-shot learning	56
Reversible data hiding in encrypted images using median prediction and bit plane cycling-XOR	56
Guided normal filter for 3D point clouds	56
WoM-based deep BiLSTM: smart disease prediction model using WoM-based deep BiLSTM classifier	55
A deep learning based system for writer identification in handwritten Arabic historical manuscripts	55
Histogram and entropy oriented image coding for clustered wireless multimedia sensor networks (WMSNS)	55
Multi-label personality trait identification from text	55
Performance analysis of multi-level thresholding for microaneurysm detection	55
Investigating the multimedia pointing techniques in the tabletop-centric cross-device interaction	55
Diffusion tensor image denoising via geometric invariant nonlocal means on the tensor manifold	54
Comparison study on the performance of the multi classifiers with hybrid optimal features selection method for medical data diagnosis	54
Information recombination network for contour detection	54
Real-time microscopy image-based segmentation and classification models for cancer cell detection	54
Pulmonary fissure segmentation in CT images based on ODoS filter and shape features	54
Enhanced reversible and secure patient data hiding algorithm based on cellular automata	54
Supervision dropout: guidance learning in deep neural network	54
Exploration of multi-source discriminative acoustic feature for speaker recognition with short-duration audio signal	54
Segmentation technique for the detection of Micro cracks in solar cell using support vector machine	53
Product discovery utilizing the semantic data model	53
Piezoresistor defect classification using convolutional neural networks based on incremental branch growth	53
A novel colour image encryption scheme using dynamic DNA coding, chaotic maps, and SHA-2	53
Does it work outside this benchmark? Introducing the rigid depth constructor tool	53
Artistic image synthesis from unsupervised segmentation maps	53
Quadratic smoothing based video stabilization using spatio-temporal regularity flow	53
Hilbert quantum image scrambling and graph signal processing-based image steganography	52
Sureness calamity salvage framework with inventive bandwidth scheme for data storage in cloud computing	52
Blockchain assisted AHMFA authentication in employee performance assessment system	52
Underwater image enhancement via variable contrast and saturation enhancement model	52
Lower extremity kinematics walking speed classification using long short-term memory neural frameworks	51
Performance and security analysis using B-128 modified blowfish algorithm	51
A novel method of compressive sensing MRI reconstruction based on sandpiper optimization algorithm (SPO) and mask region based convolution neural network (mask RCNN)	51
Deep facial recognition after medical alterations	51
Correction to: Histogram and entropy oriented image coding for clustered wireless multimedia sensor networks (WMSNS)	50
Big health data for elderly employees job performance of SOEs: visionary and enticing challenges	50
Correction to: Automatic COVID-19 detection mechanisms and approaches from medical images: a systematic review	50
Designing face resemblance technique using near set theory under varying facial features	50
Robust blind watermarking approach against the compression for fingerprint image using 2D-DCT	49
Image encryption with a Josephson junction model embedded in FPGA	49
Joint manipulation trace attention network and adaptive fusion mechanism for image splicing forgery localization	49

NAUNet: lightweight retinal vessel segmentation network with nested connections and efficient attention	49
A new encryption model for multimedia content using two dimensional Brownian motion and coupled map lattice	48
Visual-motor control methods for interactive real-time MRI-cardiac imaging	48
SSEER: Segmented sectors in energy efficient routing for wireless sensor network	48
Impact analysis of recovery cases due to COVID-19 outbreak using deep learning model	48
Computer vision-based predictive analysis of chronic cardiovascular disease using heartbeat features	48
Encrypted speech retrieval based on long sequence Biohashing	48
Seeing is relieving: effects of serious storytelling with images on interview performance anxiety	48
SPOC learner’s final grade prediction based on a novel sampling batch normalization embedded deep neural network method	48
Split-merge-excitation: a robust channel-wise feature attention mechanism applied to MDNet tracking	48
Image encryption algorithm based on lattice hash function and privacy protection	48
Toward automatic plant phenotyping: starting from leaf counting	47
Accurate deep and direction classification model based on the antiprism graph pattern feature generator using underwater acoustic for defense system	47
Vehicle detection and traffic density estimation using ensemble of deep learning models	47
Fully convolutional neural network with attention gate and fuzzy active contour model for skin lesion segmentation	47
A novel multi-layer color image encryption based on RSA cryptosystem, RP2DFrHT and generalized 2D Arnold map	47
Fog computing-assisted path planning for smart shopping	46
Multi-stage glioma segmentation for tumour grade classification based on multiscale fuzzy C-means	46
Automatic detection of hypertensive retinopathy using improved fuzzy clustering and novel loss function	46
Image encryption using a standard map and a teaching-learning based optimization algorithm	46
Searching for associations between social media trending topics and organizations	46
Deep neural combinational model (DNCM): digital image descriptor for child’s independent learning	46
Identification of intracranial haemorrhage (ICH) using ResNet with data augmentation using CycleGAN and ICH segmentation using SegAN	45
Image transfer with secure communications application using a new reversible chaotic image encryption	45
Grassmannian graph-attentional landmark selection for domain adaptation	45
Efficient vision-based multi-target augmented reality in the browser	45
New color image encryption technique based on three-dimensional logistic map and Grey wolf optimization based generated substitution boxes	45
Underwater Image Enhancement using Deep Learning	45
DFC-D: A dynamic weight-based multiple features combination for real-time moving object detection	45
Mixed fuzzy pooling in convolutional neural networks for image classification	44
Epileptic seizure detection using posterior probability-based convolutional neural network classifier	44
Convolutional neural network optimized by differential evolution for electrocardiogram classification	44
Designing lightweight small object detection models using attention and context	44
RETRACTED ARTICLE: Adaptive recurrent neural network for software defect prediction with the aid of quantum theory- particle swarm optimization	44
Restoration of damaged artworks based on a generative adversarial network	44
Digital image noise removal based on collaborative filtering approach and singular value decomposition	44
A hybrid CTC+Attention model based on end-to-end framework for multilingual speech recognition	44
Structure-constrained deep feature fusion for chronic otitis media and cholesteatoma identification	44
Block-level double JPEG compression detection for image forgery localization	44
A parallel grid-search-based SVM optimization algorithm on Spark for passenger hotspot prediction	43
Multidimensional parallel capsule network for SAR image change detection	43
Detecting skin lesions fusing handcrafted features in image network ensembles	43
Efficient image enhancement using improved RIQMC based ROHIM model	43
Progress in multi-object detection models: a comprehensive survey	43
Perceived visual comfort and usefulness of a circadian lighting system implemented at a nursing home	42
SAM: cross-modal semantic alignments module for image-text retrieval	42
On Chaos based duo confusion duo diffusion for colour images	42
Real-time data sharing, path planning and route optimization in urban traffic management	42
ApaNet: adversarial perturbations alleviation network for face verification	42
Emotion classification using temporal and spectral features from IR-UWB-based respiration data	42
A review on Di-electrical resonant antenna based on the performance of gain and bandwidth	42
RETRACTED ARTICLE: Fingerprint classification system using CNN	42
Voice encryption using a unified hyper-chaotic system	41
Evolutionary-based image encryption using Magic Square Chaotic algorithm and RNA codons truth table	41
Blind image inpainting quality assessment using local features continuity	41
A fast feature selection technique for real-time face detection using hybrid optimized region based convolutional neural network	41
Understanding the impact of query expansion on federated search	41
AlexSegNet: an accurate nuclei segmentation deep learning model in microscopic images for diagnosis of cancer	41
Rumor detection in social network based on user, content and lexical features	41
CECM: A cognitive emotional contagion model in social networks	41
Design of high-speed blockchain-based sidechaining peer to peer communication protocol over 5G networks	41
A new approach to energy-aware routing in the Internet of Things using improved Grasshopper Metaheuristic Algorithm with Chaos theory and Fuzzy Logic	41
Towards artificial intelligence in mental health: a comprehensive survey on the detection of schizophrenia	41
Biometric cryptosystems: a comprehensive survey	40
Video based basketball shooting prediction and pose suggestion system	40
Semi-supervised internet water army detection based on graph embedding	40
Character segmentation and restoration of Qin-Han bamboo slips using local auto-focus thresholding method	40
Survey on facial expressions recognition: databases, features and classification schemes	40
Deep reinforcement learning based control for Autonomous Vehicles in CARLA	40
A color image watermarking method combined QR decomposition and spatial domain	40
An efficient network intrusion detection model for IoT security using K-NN classifier and feature selection	40
An improved deep convolutional neural network by using hybrid optimization algorithms to detect and classify brain tumor using augmented MRI images	40
A comparative study of grape crop disease classification using various transfer learning techniques	40
Fog cloud-assisted IoT-based human identification in construction sites from gait sequences	40
Capsule neural network based approach for subject specific and cross-subjects seizure detection from EEG signals	40
A novel binary horse herd optimization algorithm for feature selection problem	40
A wavelet-based watermarking for secure medical image transmission in telemedicine application	40
Retraction Note: Identifying brain abnormalities from electroencephalogram using evolutionary gravitational neocognitron neural network	40
Study on versatile video coding multiple transform selection of hardware architecture based on FPGA	39
Pattern Recognition for Adaptive User Interfaces	39
Analysis of schizophrenia using support vector machine classifier	39
Procedural modeling of plant ecosystems maximizing vegetation cover	39
Correction to: Computer-aided diagnosis for burnt skin images using deep convolutional neural network	39
Classification of clustered microcalcifications using different variants of backpropagation training algorithms	39
TrachomaNet: Detection and grading of trachoma using texture feature based deep convolutional neural network	39
Fifteen years of YouTube scholarly research: knowledge structure, collaborative networks, and trending topics	39
A preventive and curative watermarking scheme for an industrial solution	39
An effective super resolution image reconstruction using spatial entropy based normalized deep convolutional neural network	39
Trs-net tropical revolving storm disasters analysis and classification based on multispectral images using 2-d deep convolutional neural network	39
A tale of two interfaces: vitrivr at the lifelog search challenge	39
Correction to: User‑dependent interactive light field video streaming system	39
Information granule-based multi-view point sets registration using fuzzy c-means clustering	39
A high gain UWB human face shaped MIMO microstrip printed antenna with high isolation	39
An accurate analogy based software effort estimation using hybrid optimization and machine learning techniques	39
Image cryptosystem based on plain image correlation rate and selective chaotic maps	39