Multimedia Tools and Applications

Papers
(The median citation count of Multimedia Tools and Applications is 5. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-09-01 to 2025-09-01.)
ArticleCitations
Convolutional gated recurrent unit networks based real-time monaural speech enhancement1023
Quality evaluation of commercially available healthcare applications for prostate cancer management899
A real-time detection method of multi-scale traffic signs based on dynamic pruning strategy197
A real time target face tracking algorithm based on saliency detection and Camshift166
Deep convolution neural network with context based expanded neighbourhoods distance re-ranking model for person re-identification141
A new robust approach for altered handwritten text detection137
Correction to: Bunch graph based dimensionality reduction using auto-encoder for character recognition135
Dilated Multi-scale Fusion for Point Cloud Classification and Segmentation134
Correction to: Automatic detection of osteosarcoma based on integrated features and feature selection using binary arithmetic optimization algorithm126
Correction to: Regional optimum frequency analysis of resting-state fMRI data for early detection of Alzheimer’s disease biomarkers121
Cryptanalysis and Improvement of Novel Image Encryption Technique Using Hybrid Method of Discrete Dynamical Chaotic Maps and Brownian Motion120
Correction to: Images encryption based on robust multi-mode finite time synchronization of fractional-order hyper-chaotic Rikitake systems120
The recommendation of satisfactory product for new users in social commerce website116
Multimodal user interaction with in-car equipment in real conditions based on touch and speech modes in the Persian language115
EmoffMeme: identifying offensive memes by leveraging underlying emotions113
Artificial intelligence unlocks ecological environment governance —smart statistical monitoring based on meteorology113
Weakly supervised semantic segmentation with segments and neighborhood classifiers110
High capacity reversible data hiding in encrypted images using block labeling109
Fuzzy-based dynamic difficulty adjustment of an educational 3D-game108
Infrared target recognition with deep learning algorithms108
An effective sharing approach of selective video frames for secure multimedia transmission103
Switching network for mixing experts with application to traffic sign recognition102
Expectation propagation learning of finite and infinite Gamma mixture models and its applications101
Gait recognition based on margin sample mining loss100
Forward-looking omnidirectional infrared pedestrian detection for driver assistance100
Improving precision of objective image/video quality meters100
Multi-task person re-identification via attribute and part-based learning97
Body size measurement based on deep learning for image segmentation by binocular stereovision system97
A novel approach to detect instant emotion change through spectral variation in single frequency filtering spectrogram of each pitch cycle96
Secure map legends based on just noticeable distortion and watermark bit recovery95
A graphical tool for formal verification using Event-B modeling94
A gray level indicator-based nonlinear diffusion equation for the removal of random-valued impulse noise94
A survey on digital video stabilization94
Grayscale image coding using optimal pixel grouping and adaptive multi-grouping division block truncation coding94
Investigations on speaker adaptation using a continuous vocoder within recurrent neural network based text-to-speech synthesis93
Mitigating cross-client GANs-based attack in federated learning89
ASTT: acoustic spatial-temporal transformer for short utterance speaker recognition89
Wave space sonification of the folding pathways of protein molecules modeled as hyper-redundant robotic mechanisms88
Remote sensing scene classification with multi-spatial scale frequency covariance pooling87
The improved method in fabric image classification using convolutional neural network83
Camera module Lens blemish detection based on neural network interpretability82
Faulty RJ45 connectors detection on radio base station using deep learning81
Content-adaptive mode decision for low complexity 3D-HEVC80
Recognition of offline handwritten Devanagari characters using new mask-based approach, histogram of oriented gradients and AdaBoost80
Wuthering heights: gauging fear at altitude in virtual reality79
Optimal sequence reordering for low delay screen content coding78
A Hierarchical modified AV1 codec for compression cartesian form of holograms in holo and object planes78
JULive3D: a live image acquisition protocol for real-time 3D face recognition76
A lightweight image encryption algorithm based on patterns in Rubik’s revenge cube76
Anti-forensics of fake stereo audio using generative adversarial network75
Plant classification in the wild: Energy evaluation for deep learning models73
A conditional random field framework for language process in product review mining73
Face detection for rail transit passengers based on single shot detector and active learning73
Skeleton-based human action recognition by fusing attention based three-stream convolutional neural network and SVM72
A service collaboration method based on mobile edge computing in internet of things72
Hiding data in dual images based on turtle shell matrix with high embedding capacity and reversibility71
Learning discriminative features for semi-supervised person re-identification71
Prediction of epileptic seizures from spectral features of intracranial eeg recordings using deep learning approach71
AttCluster-MDGCNs: multiscale dynamic graph convolution networks with an attention cluster for skeletal-based action70
A (t,n)- Secret image sharing with steganography based on Rook polynomial and LWE problem70
Acquisition super resolution from infrared images using proposed techniques69
A signal-driven based flexible integrated scheduling algorithm with bidirectional coordination mechanism69
Blockchain-based conditional privacy-preserving authentication scheme in VANETs68
Performance analysis of multiple input single layer neural network hardware chip67
Split-attention effects in multimedia learning environments: eye-tracking and EEG analysis67
Siamese convolutional neural network and fusion of the best overlapping blocks for kinship verification66
A framework for extended belief rule base reduction and training with the greedy strategy and parameter learning66
Facial expression recognition based on strong attention mechanism and residual network66
A new visually meaningful double-image encryption algorithm combining 2D compressive sensing with fractional-order chaotic system65
A spatial procedure to spectral subtraction for speech enhancement65
Birdsong classification based on multi-feature fusion64
Multimodal human action recognition based on spatio-temporal action representation recognition model64
Development and validation of a deep learning-based algorithm for drowsiness detection in facial photographs64
Detection of tartrazine colored rice flour adulteration in turmeric from multi-spectral images on smartphone using convolutional neural network deployed on PaaS cloud64
Systematic review of content analysis algorithms based on deep neural networks64
Lane detection techniques for self-driving vehicle: comprehensive review63
Intelligent plant disease diagnosis using convolutional neural network: a review63
SqueezeCapsNet: enhancing capsule networks with squeezenet for holistic medical and complex images63
Breast cancer: toward an accurate breast tumor detection model in mammography using transfer learning techniques63
Unsupervised learning based dual-branch fusion low-light image enhancement62
SCL-FExR: supervised contrastive learning approach for facial expression Recognition62
Two-fold brain tumor segmentation using fuzzy image enhancement and DeepBrainet2.062
Spatio-temporal convolutional residual network for regional commercial vitality prediction60
Fake region identification in an image using deep learning segmentation model60
ECG compression using optimized B-spline60
Efficient color face recognition based on quaternion discrete orthogonal moments neural networks59
Quantization selection based on characteristic of cover image for PVD Steganography to optimize imperceptibility and capacity59
Fisher-Yates scrambling algorithm combined with S-box color image encryption technology based on 3D-SCCM chaotic system59
Underwater image enhancement using multiscale decomposition and gamma correction59
Image steganography based on difference of Gaussians edge detection58
Deep learning for historical books: classification of printing technology for digitized images58
A state-of-the-art review on adversarial machine learning in image classification57
Detection of natural wood defects with large color differences based on branched network57
Optimized deep learning for genre classification via improved moth flame algorithm57
An effective method for salt and pepper noise removal based on algebra and fuzzy logic function57
Segmentation of farmlands in aerial images by deep learning framework with feature fusion and context aggregation modules56
Dress-up: deep neural framework for image-based human appearance transfer56
StegGAN: hiding image within image using conditional generative adversarial networks56
Finger vein recognition techniques: a comprehensive review56
Automatic image caption generation using deep learning56
Mixed Gaussian-Impulse noise robust face hallucination via noise suppressed low-and-high resolution space-based neighbor representation55
A parallel SP-DBSCAN algorithm on spark for waiting spot recommendation55
Assessing student engagement from facial behavior in on-line learning54
Deep learning-based parking occupancy detection framework using ResNet and VGG-1654
Deep convolutional neural network for enhancing traffic sign recognition developed on Yolo V454
ESSR-GAN: Enhanced super and semi supervised remora resolution based generative adversarial learning framework model for smartphone based road damage detection54
Personalized saliency prediction using color spaces54
Contrastive study of minimum edit distance and cosine similarity measures in the context of word suggestions for misspelled Marathi words53
Grassmannian graph-attentional landmark selection for domain adaptation53
Efficient image enhancement using improved RIQMC based ROHIM model52
Single and two-person(s) pose estimation based on R-WAA52
Multimedia-based Healthcare Systems using Computational Intelligence52
Stereo VoVNet-CNN for 3D object detection52
Intensifying graph diffusion-based salient object detection with sparse graph weighting52
Sureness calamity salvage framework with inventive bandwidth scheme for data storage in cloud computing52
Big health data for elderly employees job performance of SOEs: visionary and enticing challenges51
3D face dense reconstruction based on sparse points using probabilistic principal component analysis51
LGVTON: a landmark guided approach for model to person virtual try-on51
Hilbert quantum image scrambling and graph signal processing-based image steganography51
Survey on facial expressions recognition: databases, features and classification schemes51
A novel multi-layer color image encryption based on RSA cryptosystem, RP2DFrHT and generalized 2D Arnold map51
Multidimensional parallel capsule network for SAR image change detection51
A novel method of compressive sensing MRI reconstruction based on sandpiper optimization algorithm (SPO) and mask region based convolution neural network (mask RCNN)50
Designing face resemblance technique using near set theory under varying facial features50
Real-time data sharing, path planning and route optimization in urban traffic management49
Deep facial recognition after medical alterations49
Fog computing-assisted path planning for smart shopping49
Deep neural combinational model (DNCM): digital image descriptor for child’s independent learning49
Lower extremity kinematics walking speed classification using long short-term memory neural frameworks49
Accurate deep and direction classification model based on the antiprism graph pattern feature generator using underwater acoustic for defense system49
Blockchain assisted AHMFA authentication in employee performance assessment system49
A novel colour image encryption scheme using dynamic DNA coding, chaotic maps, and SHA-248
Performance and security analysis using B-128 modified blowfish algorithm48
On Chaos based duo confusion duo diffusion for colour images48
Searching for associations between social media trending topics and organizations48
Image encryption using a standard map and a teaching-learning based optimization algorithm48
Progress in multi-object detection models: a comprehensive survey48
A fast feature selection technique for real-time face detection using hybrid optimized region based convolutional neural network48
Video based basketball shooting prediction and pose suggestion system47
Understanding the impact of query expansion on federated search47
WoM-based deep BiLSTM: smart disease prediction model using WoM-based deep BiLSTM classifier47
A comparative study of grape crop disease classification using various transfer learning techniques47
Block-level double JPEG compression detection for image forgery localization47
A wavelet-based watermarking for secure medical image transmission in telemedicine application47
Towards effective offloading mechanisms in fog computing47
AlexSegNet: an accurate nuclei segmentation deep learning model in microscopic images for diagnosis of cancer47
Segmentation technique for the detection of Micro cracks in solar cell using support vector machine47
Mixed fuzzy pooling in convolutional neural networks for image classification47
Underwater image enhancement via variable contrast and saturation enhancement model47
Automatic detection of hypertensive retinopathy using improved fuzzy clustering and novel loss function47
Investigating the multimedia pointing techniques in the tabletop-centric cross-device interaction46
Deep reinforcement learning based control for Autonomous Vehicles in CARLA46
Fault diagnosis of rolling bearing based on back propagation neural network optimized by cuckoo search algorithm46
Vehicle detection and traffic density estimation using ensemble of deep learning models46
Emotion classification using temporal and spectral features from IR-UWB-based respiration data46
Enhanced-Longest Common Subsequence based novel steganography approach for cloud storage45
A hybrid CTC+Attention model based on end-to-end framework for multilingual speech recognition45
Detecting skin lesions fusing handcrafted features in image network ensembles45
VETE: improving visual embeddings through text descriptions for eCommerce search engines45
Correction to: Swarm intelligence based object tracking45
RETRACTED ARTICLE: Adaptive recurrent neural network for software defect prediction with the aid of quantum theory- particle swarm optimization45
Epileptic seizure detection using posterior probability-based convolutional neural network classifier45
Efficient vision-based multi-target augmented reality in the browser44
Perceived visual comfort and usefulness of a circadian lighting system implemented at a nursing home44
Persian speech synthesis using enhanced tacotron based on multi-resolution convolution layers and a convex optimization method44
Blind image inpainting quality assessment using local features continuity44
Comparison study on the performance of the multi classifiers with hybrid optimal features selection method for medical data diagnosis44
Fog cloud-assisted IoT-based human identification in construction sites from gait sequences44
Pulmonary fissure segmentation in CT images based on ODoS filter and shape features44
Designing lightweight small object detection models using attention and context44
Diffusion tensor image denoising via geometric invariant nonlocal means on the tensor manifold43
Information recombination network for contour detection43
A cloud-based cognitive computing solution with interoperable applications to counteract illegal dumping in smart cities43
Real-time microscopy image-based segmentation and classification models for cancer cell detection43
Enhanced reversible and secure patient data hiding algorithm based on cellular automata43
Histogram and entropy oriented image coding for clustered wireless multimedia sensor networks (WMSNS)43
Supervision dropout: guidance learning in deep neural network43
Performance analysis of multi-level thresholding for microaneurysm detection43
Correction to: Automatic COVID-19 detection mechanisms and approaches from medical images: a systematic review42
Does it work outside this benchmark? Introducing the rigid depth constructor tool42
Piezoresistor defect classification using convolutional neural networks based on incremental branch growth42
Retraction Note: Load balancing in wireless networks using reputation-ReDS in the magnified distributed hash table42
Artistic image synthesis from unsupervised segmentation maps42
Digital image noise removal based on collaborative filtering approach and singular value decomposition42
Exploration of multi-source discriminative acoustic feature for speaker recognition with short-duration audio signal42
Correction to: Histogram and entropy oriented image coding for clustered wireless multimedia sensor networks (WMSNS)42
Product discovery utilizing the semantic data model42
Quadratic smoothing based video stabilization using spatio-temporal regularity flow42
Retraction Note: Community guidance model based on interactive multimedia system41
A review on Di-electrical resonant antenna based on the performance of gain and bandwidth41
A new encryption model for multimedia content using two dimensional Brownian motion and coupled map lattice41
Retraction Note: Identifying brain abnormalities from electroencephalogram using evolutionary gravitational neocognitron neural network41
Joint manipulation trace attention network and adaptive fusion mechanism for image splicing forgery localization41
Semi-supervised internet water army detection based on graph embedding41
Computer vision-based predictive analysis of chronic cardiovascular disease using heartbeat features41
Split-merge-excitation: a robust channel-wise feature attention mechanism applied to MDNet tracking40
Visual-motor control methods for interactive real-time MRI-cardiac imaging40
SSEER: Segmented sectors in energy efficient routing for wireless sensor network40
An efficient ir approach based semantic segmentation40
Encrypted speech retrieval based on long sequence Biohashing40
DFC-D: A dynamic weight-based multiple features combination for real-time moving object detection40
Seeing is relieving: effects of serious storytelling with images on interview performance anxiety40
SPOC learner’s final grade prediction based on a novel sampling batch normalization embedded deep neural network method40
Impact analysis of recovery cases due to COVID-19 outbreak using deep learning model40
Biometric cryptosystems: a comprehensive survey39
ApaNet: adversarial perturbations alleviation network for face verification39
A new approach to energy-aware routing in the Internet of Things using improved Grasshopper Metaheuristic Algorithm with Chaos theory and Fuzzy Logic39
An intelligent approach for fingerprint presentation attack detection using ensemble learning with improved local image features39
Human activity recognition by combining external features with accelerometer sensor data using deep learning network model39
Character segmentation and restoration of Qin-Han bamboo slips using local auto-focus thresholding method39
New color image encryption technique based on three-dimensional logistic map and Grey wolf optimization based generated substitution boxes39
Convolutional neural network optimized by differential evolution for electrocardiogram classification39
NAUNet: lightweight retinal vessel segmentation network with nested connections and efficient attention39
Rumor detection in social network based on user, content and lexical features39
Fifteen years of YouTube scholarly research: knowledge structure, collaborative networks, and trending topics39
Multi-stage glioma segmentation for tumour grade classification based on multiscale fuzzy C-means39
Image transfer with secure communications application using a new reversible chaotic image encryption39
Image encryption with a Josephson junction model embedded in FPGA39
A novel dual-based ADMM to the Chan-Vese model38
CECM: A cognitive emotional contagion model in social networks38
Robust blind watermarking approach against the compression for fingerprint image using 2D-DCT38
Multi-label personality trait identification from text38
Guided normal filter for 3D point clouds38
A deep learning based system for writer identification in handwritten Arabic historical manuscripts38
RETRACTED ARTICLE: Fingerprint classification system using CNN38
A hybrid deep model with cumulative learning for few-shot learning38
An improved deep convolutional neural network by using hybrid optimization algorithms to detect and classify brain tumor using augmented MRI images38
Reversible data hiding in encrypted images using median prediction and bit plane cycling-XOR38
Evolutionary-based image encryption using Magic Square Chaotic algorithm and RNA codons truth table38
A desired histogram estimation accompanied with an exact histogram matching method for image contrast enhancement38
A novel binary horse herd optimization algorithm for feature selection problem38
Restoration of damaged artworks based on a generative adversarial network37
Fully convolutional neural network with attention gate and fuzzy active contour model for skin lesion segmentation37
A parallel grid-search-based SVM optimization algorithm on Spark for passenger hotspot prediction37
Design of high-speed blockchain-based sidechaining peer to peer communication protocol over 5G networks37
Underwater Image Enhancement using Deep Learning37
Structure-constrained deep feature fusion for chronic otitis media and cholesteatoma identification37
Identification of intracranial haemorrhage (ICH) using ResNet with data augmentation using CycleGAN and ICH segmentation using SegAN37
An efficient network intrusion detection model for IoT security using K-NN classifier and feature selection37
SAM: cross-modal semantic alignments module for image-text retrieval37
Voice encryption using a unified hyper-chaotic system37
Toward automatic plant phenotyping: starting from leaf counting37
Image encryption algorithm based on lattice hash function and privacy protection37
Augmented reality flavor: cross-modal mapping across gustation, olfaction, and vision37
A color image watermarking method combined QR decomposition and spatial domain37
Capsule neural network based approach for subject specific and cross-subjects seizure detection from EEG signals37
Correction to: Computer-aided diagnosis for burnt skin images using deep convolutional neural network36
An accurate analogy based software effort estimation using hybrid optimization and machine learning techniques36
Image cryptosystem based on plain image correlation rate and selective chaotic maps36
Correction to: User‑dependent interactive light field video streaming system36
0.32721090316772