Multimedia Tools and Applications

Article	Citations
Prediction of diseased rice plant using video processing and LSTM-simple recurrent neural network with comparative study	829
EmoffMeme: identifying offensive memes by leveraging underlying emotions	717
Convolutional gated recurrent unit networks based real-time monaural speech enhancement	290
Quality evaluation of commercially available healthcare applications for prostate cancer management	147
High capacity reversible data hiding in encrypted images using block labeling	145
Acquisition super resolution from infrared images using proposed techniques	125
A real-time detection method of multi-scale traffic signs based on dynamic pruning strategy	123
A real time target face tracking algorithm based on saliency detection and Camshift	111
Deep convolution neural network with context based expanded neighbourhoods distance re-ranking model for person re-identification	110
A new robust approach for altered handwritten text detection	108
Correction to: Bunch graph based dimensionality reduction using auto-encoder for character recognition	107
Correction to: Transmission of correct gaze direction in video conferencing using screen-embedded cameras	104
Dilated Multi-scale Fusion for Point Cloud Classification and Segmentation	99
An effective hybrid framework for content based image retrieval (CBIR)	98
A signal-driven based flexible integrated scheduling algorithm with bidirectional coordination mechanism	96
Correction to: Regional optimum frequency analysis of resting-state fMRI data for early detection of Alzheimer’s disease biomarkers	95
Correction to: Automatic detection of osteosarcoma based on integrated features and feature selection using binary arithmetic optimization algorithm	95
Correction to: Images encryption based on robust multi-mode finite time synchronization of fractional-order hyper-chaotic Rikitake systems	95
Cryptanalysis and Improvement of Novel Image Encryption Technique Using Hybrid Method of Discrete Dynamical Chaotic Maps and Brownian Motion	94
Artificial intelligence unlocks ecological environment governance —smart statistical monitoring based on meteorology	93
A framework for extended belief rule base reduction and training with the greedy strategy and parameter learning	93
A spatial procedure to spectral subtraction for speech enhancement	92
The recommendation of satisfactory product for new users in social commerce website	92
Switching network for mixing experts with application to traffic sign recognition	91
An effective sharing approach of selective video frames for secure multimedia transmission	91

Fake region identification in an image using deep learning segmentation model	90
Expectation propagation learning of finite and infinite Gamma mixture models and its applications	89
Gait recognition based on margin sample mining loss	87
Improving precision of objective image/video quality meters	84
Fuzzy-based dynamic difficulty adjustment of an educational 3D-game	84
Development and validation of a deep learning-based algorithm for drowsiness detection in facial photographs	80
Facial expression recognition based on strong attention mechanism and residual network	79
Forward-looking omnidirectional infrared pedestrian detection for driver assistance	78
Body size measurement based on deep learning for image segmentation by binocular stereovision system	76
Multi-task person re-identification via attribute and part-based learning	76
A novel approach to detect instant emotion change through spectral variation in single frequency filtering spectrogram of each pitch cycle	76
Pixel-based fragile image watermarking based on absolute moment block truncation coding	75
Secure map legends based on just noticeable distortion and watermark bit recovery	74
Grayscale image coding using optimal pixel grouping and adaptive multi-grouping division block truncation coding	73
A gray level indicator-based nonlinear diffusion equation for the removal of random-valued impulse noise	73
A graphical tool for formal verification using Event-B modeling	73
Investigations on speaker adaptation using a continuous vocoder within recurrent neural network based text-to-speech synthesis	70
Mitigating cross-client GANs-based attack in federated learning	70
A survey on digital video stabilization	70
StegGAN: hiding image within image using conditional generative adversarial networks	70
Blockchain-based conditional privacy-preserving authentication scheme in VANETs	69
ECG compression using optimized B-spline	69
ASTT: acoustic spatial-temporal transformer for short utterance speaker recognition	68
SCL-FExR: supervised contrastive learning approach for facial expression Recognition	68
High capacity reversible data hiding in encrypted images based on prediction error and block classification	67
Wave space sonification of the folding pathways of protein molecules modeled as hyper-redundant robotic mechanisms	67
Skeleton-based human action recognition by fusing attention based three-stream convolutional neural network and SVM	67
Contrast preserving decolorization based on the weighted normalized L1 norm	66
Infrared target recognition with deep learning algorithms	64
Underwater image enhancement using multiscale decomposition and gamma correction	64
Remote sensing scene classification with multi-spatial scale frequency covariance pooling	64
EMM: Extended matching market based scheduling for big data platform hadoop	63
The improved method in fabric image classification using convolutional neural network	63
SqueezeCapsNet: enhancing capsule networks with squeezenet for holistic medical and complex images	63
Deep learning for historical books: classification of printing technology for digitized images	61
Exponential increment of RSA attack range via lattice based cryptanalysis	61
Camera module Lens blemish detection based on neural network interpretability	61
An effective method for salt and pepper noise removal based on algebra and fuzzy logic function	60
Faulty RJ45 connectors detection on radio base station using deep learning	60
Detection of natural wood defects with large color differences based on branched network	60
Underwater optical image processing based on double threshold judgements and optimized red dark channel prior method	60
Siamese convolutional neural network and fusion of the best overlapping blocks for kinship verification	60
How to reuse existing annotated image quality datasets to enlarge available training data with new distortion types	59
Fisher-Yates scrambling algorithm combined with S-box color image encryption technology based on 3D-SCCM chaotic system	58
Recognition of offline handwritten Devanagari characters using new mask-based approach, histogram of oriented gradients and AdaBoost	58
Content-adaptive mode decision for low complexity 3D-HEVC	57
A parallel SP-DBSCAN algorithm on spark for waiting spot recommendation	57
Breast cancer: toward an accurate breast tumor detection model in mammography using transfer learning techniques	56
A Hierarchical modified AV1 codec for compression cartesian form of holograms in holo and object planes	56
Wuthering heights: gauging fear at altitude in virtual reality	56

Plant classification in the wild: Energy evaluation for deep learning models	56
Multimodal user interaction with in-car equipment in real conditions based on touch and speech modes in the Persian language	54
Optimal sequence reordering for low delay screen content coding	54
A lightweight image encryption algorithm based on patterns in Rubik’s revenge cube	54
Holistic indoor scene understanding by context-supported instance segmentation	54
JULive3D: a live image acquisition protocol for real-time 3D face recognition	53
A conditional random field framework for language process in product review mining	53
Multimodal human action recognition based on spatio-temporal action representation recognition model	53
Personalized saliency prediction using color spaces	52
Two-fold brain tumor segmentation using fuzzy image enhancement and DeepBrainet2.0	52
Towards a deep human activity recognition approach based on video to image transformation with skeleton data	52
Anti-forensics of fake stereo audio using generative adversarial network	52
Assessing student engagement from facial behavior in on-line learning	52
A new visually meaningful double-image encryption algorithm combining 2D compressive sensing with fractional-order chaotic system	51
Face detection for rail transit passengers based on single shot detector and active learning	51
Deep learning-based parking occupancy detection framework using ResNet and VGG-16	51
Weakly supervised semantic segmentation with segments and neighborhood classifiers	51
Spatio-temporal convolutional residual network for regional commercial vitality prediction	51
Hiding data in dual images based on turtle shell matrix with high embedding capacity and reversibility	51
A service collaboration method based on mobile edge computing in internet of things	51
Performance analysis of multiple input single layer neural network hardware chip	50
Segmentation of farmlands in aerial images by deep learning framework with feature fusion and context aggregation modules	50
Lane detection techniques for self-driving vehicle: comprehensive review	50
Deep residual neural network based image enhancement algorithm for low dose CT images	49
Split-attention effects in multimedia learning environments: eye-tracking and EEG analysis	49
Quantization selection based on characteristic of cover image for PVD Steganography to optimize imperceptibility and capacity	49
A state-of-the-art review on adversarial machine learning in image classification	49
Automatic image caption generation using deep learning	49
Dress-up: deep neural framework for image-based human appearance transfer	49
Image steganography based on difference of Gaussians edge detection	48
Learning discriminative features for semi-supervised person re-identification	48
Birdsong classification based on multi-feature fusion	48
Finger vein recognition techniques: a comprehensive review	47
AttCluster-MDGCNs: multiscale dynamic graph convolution networks with an attention cluster for skeletal-based action	47
Efficient color face recognition based on quaternion discrete orthogonal moments neural networks	47
Intelligent plant disease diagnosis using convolutional neural network: a review	47
Prediction of epileptic seizures from spectral features of intracranial eeg recordings using deep learning approach	47
Unsupervised learning based dual-branch fusion low-light image enhancement	46
Augmented reality situated visualization in decision-making	46
Systematic review of content analysis algorithms based on deep neural networks	46
Mixed Gaussian-Impulse noise robust face hallucination via noise suppressed low-and-high resolution space-based neighbor representation	46
ESSR-GAN: Enhanced super and semi supervised remora resolution based generative adversarial learning framework model for smartphone based road damage detection	46
Detection of tartrazine colored rice flour adulteration in turmeric from multi-spectral images on smartphone using convolutional neural network deployed on PaaS cloud	46
Deep convolutional neural network for enhancing traffic sign recognition developed on Yolo V4	46
A (t,n)- Secret image sharing with steganography based on Rook polynomial and LWE problem	46
Optimized deep learning for genre classification via improved moth flame algorithm	46
Sureness calamity salvage framework with inventive bandwidth scheme for data storage in cloud computing	45
Single image super-resolution via multiple linear mapping anchored neighborhood regression	45
Multimedia-based Healthcare Systems using Computational Intelligence	45
Deep facial recognition after medical alterations	45
Efficient image enhancement using improved RIQMC based ROHIM model	45
RETRACTED ARTICLE: Adaptive recurrent neural network for software defect prediction with the aid of quantum theory- particle swarm optimization	45
Contrastive study of minimum edit distance and cosine similarity measures in the context of word suggestions for misspelled Marathi words	45
A parallel grid-search-based SVM optimization algorithm on Spark for passenger hotspot prediction	45
Intensifying graph diffusion-based salient object detection with sparse graph weighting	45
Grassmannian graph-attentional landmark selection for domain adaptation	45
On Chaos based duo confusion duo diffusion for colour images	45
Real-time low-cost human skeleton detection	45
Single and two-person(s) pose estimation based on R-WAA	45
Image transfer with secure communications application using a new reversible chaotic image encryption	44
GMSK-SLAM: a new RGB-D SLAM method with dynamic areas detection towards dynamic environments	44
Stereo VoVNet-CNN for 3D object detection	43
Investigating the multimedia pointing techniques in the tabletop-centric cross-device interaction	43
An intelligent approach for fingerprint presentation attack detection using ensemble learning with improved local image features	43
Designing face resemblance technique using near set theory under varying facial features	43
CECM: A cognitive emotional contagion model in social networks	43
Toward competitive multi-agents in Polo game based on reinforcement learning	43
Searching for associations between social media trending topics and organizations	43
RETRACTED ARTICLE: Convolution neural network and deep-belief network (DBN) based automatic detection and diagnosis of Glaucoma	42
A comparative study of grape crop disease classification using various transfer learning techniques	42
Adaptive Salp swarm optimization algorithms with inertia weights for novel fake news detection model in online social media	42
Survey on facial expressions recognition: databases, features and classification schemes	42
An improved deep convolutional neural network by using hybrid optimization algorithms to detect and classify brain tumor using augmented MRI images	42
LGVTON: a landmark guided approach for model to person virtual try-on	42
Multidimensional parallel capsule network for SAR image change detection	42
Design of high-speed blockchain-based sidechaining peer to peer communication protocol over 5G networks	42
Detecting skin lesions fusing handcrafted features in image network ensembles	41
3D face dense reconstruction based on sparse points using probabilistic principal component analysis	41
Structure-constrained deep feature fusion for chronic otitis media and cholesteatoma identification	41
A novel multi-layer color image encryption based on RSA cryptosystem, RP2DFrHT and generalized 2D Arnold map	41

Towards effective offloading mechanisms in fog computing	41
RETRACTED ARTICLE: Fingerprint classification system using CNN	41
Hilbert quantum image scrambling and graph signal processing-based image steganography	41
Big health data for elderly employees job performance of SOEs: visionary and enticing challenges	41
Convolutional neural network optimized by differential evolution for electrocardiogram classification	41
ApaNet: adversarial perturbations alleviation network for face verification	40
A novel method of compressive sensing MRI reconstruction based on sandpiper optimization algorithm (SPO) and mask region based convolution neural network (mask RCNN)	40
Fog computing-assisted path planning for smart shopping	40
Identification of intracranial haemorrhage (ICH) using ResNet with data augmentation using CycleGAN and ICH segmentation using SegAN	40
Rumor detection in social network based on user, content and lexical features	40
Block-level double JPEG compression detection for image forgery localization	40
Restoration of damaged artworks based on a generative adversarial network	40
A lossless secret image sharing scheme using a larger finite field	40
Understanding the impact of query expansion on federated search	40
Image encryption with a Josephson junction model embedded in FPGA	40
WoM-based deep BiLSTM: smart disease prediction model using WoM-based deep BiLSTM classifier	40
Evolutionary-based image encryption using Magic Square Chaotic algorithm and RNA codons truth table	40
Performance and security analysis using B-128 modified blowfish algorithm	39
Toward automatic plant phenotyping: starting from leaf counting	39
An efficient network intrusion detection model for IoT security using K-NN classifier and feature selection	39
Multi-stage glioma segmentation for tumour grade classification based on multiscale fuzzy C-means	39
Robust blind watermarking approach against the compression for fingerprint image using 2D-DCT	39
An efficient reversible and secure patient data hiding algorithm for E-healthcare	39
Human activity recognition by combining external features with accelerometer sensor data using deep learning network model	39
Novel pseudo random key & cosine transformed chaotic maps based satellite image encryption	38
Towards artificial intelligence in mental health: a comprehensive survey on the detection of schizophrenia	38
Underwater Image Enhancement using Deep Learning	38
Persian speech synthesis using enhanced tacotron based on multi-resolution convolution layers and a convex optimization method	38
Perceived visual comfort and usefulness of a circadian lighting system implemented at a nursing home	38
Correction to: Swarm intelligence based object tracking	38
Enhanced-Longest Common Subsequence based novel steganography approach for cloud storage	38
Epileptic seizure detection using posterior probability-based convolutional neural network classifier	38
Designing lightweight small object detection models using attention and context	38
Image encryption algorithm based on lattice hash function and privacy protection	38
Multi-label personality trait identification from text	38
VETE: improving visual embeddings through text descriptions for eCommerce search engines	38
Pulmonary fissure segmentation in CT images based on ODoS filter and shape features	38
Comparison study on the performance of the multi classifiers with hybrid optimal features selection method for medical data diagnosis	38
A hybrid CTC+Attention model based on end-to-end framework for multilingual speech recognition	38
Fog cloud-assisted IoT-based human identification in construction sites from gait sequences	37
Performance analysis of multi-level thresholding for microaneurysm detection	37
A color image watermarking method combined QR decomposition and spatial domain	37
Blind image inpainting quality assessment using local features continuity	37
Efficient vision-based multi-target augmented reality in the browser	37
Histogram and entropy oriented image coding for clustered wireless multimedia sensor networks (WMSNS)	37
Underwater image enhancement via variable contrast and saturation enhancement model	37
Guided normal filter for 3D point clouds	37
A cloud-based cognitive computing solution with interoperable applications to counteract illegal dumping in smart cities	37
Enhanced reversible and secure patient data hiding algorithm based on cellular automata	36
Real-time microscopy image-based segmentation and classification models for cancer cell detection	36
Emotion classification using temporal and spectral features from IR-UWB-based respiration data	36
AlexSegNet: an accurate nuclei segmentation deep learning model in microscopic images for diagnosis of cancer	36
Exploration of multi-source discriminative acoustic feature for speaker recognition with short-duration audio signal	36
Fault diagnosis of rolling bearing based on back propagation neural network optimized by cuckoo search algorithm	36
Supervision dropout: guidance learning in deep neural network	36
Information recombination network for contour detection	36
Diffusion tensor image denoising via geometric invariant nonlocal means on the tensor manifold	36
Fully convolutional neural network with attention gate and fuzzy active contour model for skin lesion segmentation	35
Piezoresistor defect classification using convolutional neural networks based on incremental branch growth	35
A pose estimation scheme based on distance scaling algorithm in real-time environment	35
An enhanced self-attention and A2J approach for 3D hand pose estimation	35
A new approach to energy-aware routing in the Internet of Things using improved Grasshopper Metaheuristic Algorithm with Chaos theory and Fuzzy Logic	35
Retraction Note: Load balancing in wireless networks using reputation-ReDS in the magnified distributed hash table	35
Deep neural combinational model (DNCM): digital image descriptor for child’s independent learning	35
Quadratic smoothing based video stabilization using spatio-temporal regularity flow	35
A deep learning based system for writer identification in handwritten Arabic historical manuscripts	35
Artistic image synthesis from unsupervised segmentation maps	35
Correction to: Automatic COVID-19 detection mechanisms and approaches from medical images: a systematic review	35
Product discovery utilizing the semantic data model	35
Augmented reality flavor: cross-modal mapping across gustation, olfaction, and vision	35
Digital image noise removal based on collaborative filtering approach and singular value decomposition	35
Does it work outside this benchmark? Introducing the rigid depth constructor tool	35
A hybrid deep model with cumulative learning for few-shot learning	35
Correction to: Histogram and entropy oriented image coding for clustered wireless multimedia sensor networks (WMSNS)	35
Computer vision-based predictive analysis of chronic cardiovascular disease using heartbeat features	34
A review on Di-electrical resonant antenna based on the performance of gain and bandwidth	34
A novel dual-based ADMM to the Chan-Vese model	34
Split-merge-excitation: a robust channel-wise feature attention mechanism applied to MDNet tracking	34
Retraction Note: Community guidance model based on interactive multimedia system	34
Reversible data hiding in encrypted images using median prediction and bit plane cycling-XOR	34
A new encryption model for multimedia content using two dimensional Brownian motion and coupled map lattice	34
Joint manipulation trace attention network and adaptive fusion mechanism for image splicing forgery localization	34
Semi-supervised internet water army detection based on graph embedding	34
Retraction Note: Identifying brain abnormalities from electroencephalogram using evolutionary gravitational neocognitron neural network	34
Accurate deep and direction classification model based on the antiprism graph pattern feature generator using underwater acoustic for defense system	34
Seeing is relieving: effects of serious storytelling with images on interview performance anxiety	34
Capsule neural network based approach for subject specific and cross-subjects seizure detection from EEG signals	33
SSEER: Segmented sectors in energy efficient routing for wireless sensor network	33
A novel multilayer decision based iterative filter for removal of salt and pepper noise	33
Multi-modal image registration in the presence of spatially varying intensity distortion using structural representation	33
A wavelet-based watermarking for secure medical image transmission in telemedicine application	33
A video indexing and retrieval computational prototype based on transcribed speech	33
Encrypted speech retrieval based on long sequence Biohashing	33
Impact analysis of recovery cases due to COVID-19 outbreak using deep learning model	33
Segmentation technique for the detection of Micro cracks in solar cell using support vector machine	33