Multimedia Tools and Applications

Papers
(The TQCC of Multimedia Tools and Applications is 12. 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 2021-10-01 to 2025-10-01.)
ArticleCitations
A real-time detection method of multi-scale traffic signs based on dynamic pruning strategy1077
A new robust approach for altered handwritten text detection928
Convolutional gated recurrent unit networks based real-time monaural speech enhancement215
Quality evaluation of commercially available healthcare applications for prostate cancer management172
An effective sharing approach of selective video frames for secure multimedia transmission151
Switching network for mixing experts with application to traffic sign recognition143
Gait recognition based on margin sample mining loss142
Improving precision of objective image/video quality meters139
Forward-looking omnidirectional infrared pedestrian detection for driver assistance132
Multi-task person re-identification via attribute and part-based learning129
Body size measurement based on deep learning for image segmentation by binocular stereovision system128
A novel approach to detect instant emotion change through spectral variation in single frequency filtering spectrogram of each pitch cycle123
Secure map legends based on just noticeable distortion and watermark bit recovery119
A graphical tool for formal verification using Event-B modeling117
Grayscale image coding using optimal pixel grouping and adaptive multi-grouping division block truncation coding117
Wave space sonification of the folding pathways of protein molecules modeled as hyper-redundant robotic mechanisms116
Investigations on speaker adaptation using a continuous vocoder within recurrent neural network based text-to-speech synthesis113
ASTT: acoustic spatial-temporal transformer for short utterance speaker recognition111
Mitigating cross-client GANs-based attack in federated learning111
Expectation propagation learning of finite and infinite Gamma mixture models and its applications110
Remote sensing scene classification with multi-spatial scale frequency covariance pooling109
Camera module Lens blemish detection based on neural network interpretability105
Faulty RJ45 connectors detection on radio base station using deep learning104
Efficient color face recognition based on quaternion discrete orthogonal moments neural networks103
Correction to: Regional optimum frequency analysis of resting-state fMRI data for early detection of Alzheimer’s disease biomarkers102
Correction to: Bunch graph based dimensionality reduction using auto-encoder for character recognition100
Correction to: Automatic detection of osteosarcoma based on integrated features and feature selection using binary arithmetic optimization algorithm100
Correction to: Images encryption based on robust multi-mode finite time synchronization of fractional-order hyper-chaotic Rikitake systems100
Dilated Multi-scale Fusion for Point Cloud Classification and Segmentation99
Infrared target recognition with deep learning algorithms98
Multimodal user interaction with in-car equipment in real conditions based on touch and speech modes in the Persian language97
Artificial intelligence unlocks ecological environment governance —smart statistical monitoring based on meteorology97
Weakly supervised semantic segmentation with segments and neighborhood classifiers96
Fuzzy-based dynamic difficulty adjustment of an educational 3D-game95
Deep convolution neural network with context based expanded neighbourhoods distance re-ranking model for person re-identification94
A real time target face tracking algorithm based on saliency detection and Camshift92
Fake region identification in an image using deep learning segmentation model92
The improved method in fabric image classification using convolutional neural network86
An effective method for salt and pepper noise removal based on algebra and fuzzy logic function86
EmoffMeme: identifying offensive memes by leveraging underlying emotions85
Deep learning-based parking occupancy detection framework using ResNet and VGG-1685
Deep convolutional neural network for enhancing traffic sign recognition developed on Yolo V484
Breast cancer: toward an accurate breast tumor detection model in mammography using transfer learning techniques82
SqueezeCapsNet: enhancing capsule networks with squeezenet for holistic medical and complex images82
Dress-up: deep neural framework for image-based human appearance transfer80
Content-adaptive mode decision for low complexity 3D-HEVC79
Siamese convolutional neural network and fusion of the best overlapping blocks for kinship verification79
Detection of natural wood defects with large color differences based on branched network78
A survey on digital video stabilization78
Assessing student engagement from facial behavior in on-line learning76
Lane detection techniques for self-driving vehicle: comprehensive review75
Development and validation of a deep learning-based algorithm for drowsiness detection in facial photographs74
Cryptanalysis and Improvement of Novel Image Encryption Technique Using Hybrid Method of Discrete Dynamical Chaotic Maps and Brownian Motion74
Systematic review of content analysis algorithms based on deep neural networks73
Facial expression recognition based on strong attention mechanism and residual network73
Optimized deep learning for genre classification via improved moth flame algorithm72
ESSR-GAN: Enhanced super and semi supervised remora resolution based generative adversarial learning framework model for smartphone based road damage detection72
Underwater image enhancement using multiscale decomposition and gamma correction71
Two-fold brain tumor segmentation using fuzzy image enhancement and DeepBrainet2.070
Mixed Gaussian-Impulse noise robust face hallucination via noise suppressed low-and-high resolution space-based neighbor representation69
A new visually meaningful double-image encryption algorithm combining 2D compressive sensing with fractional-order chaotic system69
ECG compression using optimized B-spline69
Spatio-temporal convolutional residual network for regional commercial vitality prediction69
Deep learning for historical books: classification of printing technology for digitized images69
Segmentation of farmlands in aerial images by deep learning framework with feature fusion and context aggregation modules68
Intelligent plant disease diagnosis using convolutional neural network: a review68
A framework for extended belief rule base reduction and training with the greedy strategy and parameter learning68
The recommendation of satisfactory product for new users in social commerce website67
Recognition of offline handwritten Devanagari characters using new mask-based approach, histogram of oriented gradients and AdaBoost67
Personalized saliency prediction using color spaces67
Quantization selection based on characteristic of cover image for PVD Steganography to optimize imperceptibility and capacity67
Wuthering heights: gauging fear at altitude in virtual reality67
Optimal sequence reordering for low delay screen content coding66
A Hierarchical modified AV1 codec for compression cartesian form of holograms in holo and object planes66
Fisher-Yates scrambling algorithm combined with S-box color image encryption technology based on 3D-SCCM chaotic system65
JULive3D: a live image acquisition protocol for real-time 3D face recognition65
A lightweight image encryption algorithm based on patterns in Rubik’s revenge cube65
High capacity reversible data hiding in encrypted images using block labeling64
A conditional random field framework for language process in product review mining64
Blockchain-based conditional privacy-preserving authentication scheme in VANETs63
A (t,n)- Secret image sharing with steganography based on Rook polynomial and LWE problem63
A signal-driven based flexible integrated scheduling algorithm with bidirectional coordination mechanism63
Prediction of epileptic seizures from spectral features of intracranial eeg recordings using deep learning approach63
Acquisition super resolution from infrared images using proposed techniques63
Learning discriminative features for semi-supervised person re-identification62
A service collaboration method based on mobile edge computing in internet of things61
AttCluster-MDGCNs: multiscale dynamic graph convolution networks with an attention cluster for skeletal-based action61
Split-attention effects in multimedia learning environments: eye-tracking and EEG analysis60
A spatial procedure to spectral subtraction for speech enhancement59
Face detection for rail transit passengers based on single shot detector and active learning59
SCL-FExR: supervised contrastive learning approach for facial expression Recognition59
Performance analysis of multiple input single layer neural network hardware chip59
Unsupervised learning based dual-branch fusion low-light image enhancement59
Skeleton-based human action recognition by fusing attention based three-stream convolutional neural network and SVM59
A parallel SP-DBSCAN algorithm on spark for waiting spot recommendation58
Finger vein recognition techniques: a comprehensive review58
Anti-forensics of fake stereo audio using generative adversarial network58
A gray level indicator-based nonlinear diffusion equation for the removal of random-valued impulse noise58
StegGAN: hiding image within image using conditional generative adversarial networks57
Automatic image caption generation using deep learning57
A state-of-the-art review on adversarial machine learning in image classification57
Multimodal human action recognition based on spatio-temporal action representation recognition model57
Image steganography based on difference of Gaussians edge detection57
Contrastive study of minimum edit distance and cosine similarity measures in the context of word suggestions for misspelled Marathi words56
Plant classification in the wild: Energy evaluation for deep learning models56
Detection of tartrazine colored rice flour adulteration in turmeric from multi-spectral images on smartphone using convolutional neural network deployed on PaaS cloud56
Retraction Note: Load balancing in wireless networks using reputation-ReDS in the magnified distributed hash table55
Multimedia-based Healthcare Systems using Computational Intelligence55
Intensifying graph diffusion-based salient object detection with sparse graph weighting55
Grassmannian graph-attentional landmark selection for domain adaptation55
Image transfer with secure communications application using a new reversible chaotic image encryption54
LGVTON: a landmark guided approach for model to person virtual try-on54
Underwater Image Enhancement using Deep Learning54
Enhanced-Longest Common Subsequence based novel steganography approach for cloud storage53
Retraction Note: Community guidance model based on interactive multimedia system53
SAM: cross-modal semantic alignments module for image-text retrieval53
VETE: improving visual embeddings through text descriptions for eCommerce search engines52
Designing lightweight small object detection models using attention and context52
Epileptic seizure detection using posterior probability-based convolutional neural network classifier52
A novel dual-based ADMM to the Chan-Vese model52
Correction to: Swarm intelligence based object tracking52
A hybrid CTC+Attention model based on end-to-end framework for multilingual speech recognition52
Structure-constrained deep feature fusion for chronic otitis media and cholesteatoma identification52
A hybrid deep model with cumulative learning for few-shot learning51
Robust blind watermarking approach against the compression for fingerprint image using 2D-DCT51
An efficient ir approach based semantic segmentation51
A desired histogram estimation accompanied with an exact histogram matching method for image contrast enhancement51
Evolutionary-based image encryption using Magic Square Chaotic algorithm and RNA codons truth table51
Semi-supervised internet water army detection based on graph embedding51
Reversible data hiding in encrypted images using median prediction and bit plane cycling-XOR51
RETRACTED ARTICLE: Fingerprint classification system using CNN51
Human activity recognition by combining external features with accelerometer sensor data using deep learning network model50
Guided normal filter for 3D point clouds50
Mixed fuzzy pooling in convolutional neural networks for image classification49
Investigating the multimedia pointing techniques in the tabletop-centric cross-device interaction49
ApaNet: adversarial perturbations alleviation network for face verification49
Histogram and entropy oriented image coding for clustered wireless multimedia sensor networks (WMSNS)49
A deep learning based system for writer identification in handwritten Arabic historical manuscripts49
Multi-label personality trait identification from text49
Fog cloud-assisted IoT-based human identification in construction sites from gait sequences49
Image encryption with a Josephson junction model embedded in FPGA49
Restoration of damaged artworks based on a generative adversarial network49
WoM-based deep BiLSTM: smart disease prediction model using WoM-based deep BiLSTM classifier49
Diffusion tensor image denoising via geometric invariant nonlocal means on the tensor manifold49
Performance analysis of multi-level thresholding for microaneurysm detection49
Comparison study on the performance of the multi classifiers with hybrid optimal features selection method for medical data diagnosis48
Information recombination network for contour detection48
Exploration of multi-source discriminative acoustic feature for speaker recognition with short-duration audio signal48
Supervision dropout: guidance learning in deep neural network48
Real-time microscopy image-based segmentation and classification models for cancer cell detection48
Enhanced reversible and secure patient data hiding algorithm based on cellular automata48
Pulmonary fissure segmentation in CT images based on ODoS filter and shape features47
Quadratic smoothing based video stabilization using spatio-temporal regularity flow47
Blind image inpainting quality assessment using local features continuity47
Efficient vision-based multi-target augmented reality in the browser47
Digital image noise removal based on collaborative filtering approach and singular value decomposition47
Perceived visual comfort and usefulness of a circadian lighting system implemented at a nursing home47
Does it work outside this benchmark? Introducing the rigid depth constructor tool47
Piezoresistor defect classification using convolutional neural networks based on incremental branch growth47
Automatic detection of hypertensive retinopathy using improved fuzzy clustering and novel loss function46
Product discovery utilizing the semantic data model46
Deep neural combinational model (DNCM): digital image descriptor for child’s independent learning46
Understanding the impact of query expansion on federated search46
A novel colour image encryption scheme using dynamic DNA coding, chaotic maps, and SHA-246
Artistic image synthesis from unsupervised segmentation maps46
A comparative study of grape crop disease classification using various transfer learning techniques46
Underwater image enhancement via variable contrast and saturation enhancement model45
Hilbert quantum image scrambling and graph signal processing-based image steganography45
Performance and security analysis using B-128 modified blowfish algorithm45
Sureness calamity salvage framework with inventive bandwidth scheme for data storage in cloud computing45
Segmentation technique for the detection of Micro cracks in solar cell using support vector machine45
Blockchain assisted AHMFA authentication in employee performance assessment system45
3D face dense reconstruction based on sparse points using probabilistic principal component analysis45
Lower extremity kinematics walking speed classification using long short-term memory neural frameworks45
Big health data for elderly employees job performance of SOEs: visionary and enticing challenges44
Correction to: Histogram and entropy oriented image coding for clustered wireless multimedia sensor networks (WMSNS)44
Designing face resemblance technique using near set theory under varying facial features44
Computer vision-based predictive analysis of chronic cardiovascular disease using heartbeat features44
Efficient image enhancement using improved RIQMC based ROHIM model44
Joint manipulation trace attention network and adaptive fusion mechanism for image splicing forgery localization44
A novel method of compressive sensing MRI reconstruction based on sandpiper optimization algorithm (SPO) and mask region based convolution neural network (mask RCNN)44
Correction to: Automatic COVID-19 detection mechanisms and approaches from medical images: a systematic review44
Deep facial recognition after medical alterations44
A new encryption model for multimedia content using two dimensional Brownian motion and coupled map lattice43
SPOC learner’s final grade prediction based on a novel sampling batch normalization embedded deep neural network method43
Split-merge-excitation: a robust channel-wise feature attention mechanism applied to MDNet tracking43
Visual-motor control methods for interactive real-time MRI-cardiac imaging42
SSEER: Segmented sectors in energy efficient routing for wireless sensor network42
Voice encryption using a unified hyper-chaotic system42
Seeing is relieving: effects of serious storytelling with images on interview performance anxiety42
Encrypted speech retrieval based on long sequence Biohashing42
A review on Di-electrical resonant antenna based on the performance of gain and bandwidth42
An improved deep convolutional neural network by using hybrid optimization algorithms to detect and classify brain tumor using augmented MRI images42
Impact analysis of recovery cases due to COVID-19 outbreak using deep learning model42
RETRACTED ARTICLE: Adaptive recurrent neural network for software defect prediction with the aid of quantum theory- particle swarm optimization42
Image encryption algorithm based on lattice hash function and privacy protection42
A novel multi-layer color image encryption based on RSA cryptosystem, RP2DFrHT and generalized 2D Arnold map41
New color image encryption technique based on three-dimensional logistic map and Grey wolf optimization based generated substitution boxes41
Rumor detection in social network based on user, content and lexical features41
A fast feature selection technique for real-time face detection using hybrid optimized region based convolutional neural network41
Multi-stage glioma segmentation for tumour grade classification based on multiscale fuzzy C-means41
AlexSegNet: an accurate nuclei segmentation deep learning model in microscopic images for diagnosis of cancer41
Fifteen years of YouTube scholarly research: knowledge structure, collaborative networks, and trending topics41
DFC-D: A dynamic weight-based multiple features combination for real-time moving object detection41
A novel binary horse herd optimization algorithm for feature selection problem41
Deep reinforcement learning based control for Autonomous Vehicles in CARLA40
An efficient network intrusion detection model for IoT security using K-NN classifier and feature selection40
Video based basketball shooting prediction and pose suggestion system40
Accurate deep and direction classification model based on the antiprism graph pattern feature generator using underwater acoustic for defense system40
Character segmentation and restoration of Qin-Han bamboo slips using local auto-focus thresholding method40
Retraction Note: Identifying brain abnormalities from electroencephalogram using evolutionary gravitational neocognitron neural network40
A parallel grid-search-based SVM optimization algorithm on Spark for passenger hotspot prediction40
Identification of intracranial haemorrhage (ICH) using ResNet with data augmentation using CycleGAN and ICH segmentation using SegAN40
Capsule neural network based approach for subject specific and cross-subjects seizure detection from EEG signals40
A color image watermarking method combined QR decomposition and spatial domain40
On Chaos based duo confusion duo diffusion for colour images40
Fog computing-assisted path planning for smart shopping39
Design of high-speed blockchain-based sidechaining peer to peer communication protocol over 5G networks39
Towards effective offloading mechanisms in fog computing39
Block-level double JPEG compression detection for image forgery localization39
CECM: A cognitive emotional contagion model in social networks39
Searching for associations between social media trending topics and organizations39
Convolutional neural network optimized by differential evolution for electrocardiogram classification39
Progress in multi-object detection models: a comprehensive survey39
Multidimensional parallel capsule network for SAR image change detection39
Towards artificial intelligence in mental health: a comprehensive survey on the detection of schizophrenia39
Emotion classification using temporal and spectral features from IR-UWB-based respiration data39
Fault diagnosis of rolling bearing based on back propagation neural network optimized by cuckoo search algorithm38
Real-time data sharing, path planning and route optimization in urban traffic management38
A wavelet-based watermarking for secure medical image transmission in telemedicine application38
Survey on facial expressions recognition: databases, features and classification schemes38
Toward automatic plant phenotyping: starting from leaf counting38
Vehicle detection and traffic density estimation using ensemble of deep learning models38
Detecting skin lesions fusing handcrafted features in image network ensembles38
Biometric cryptosystems: a comprehensive survey38
A new approach to energy-aware routing in the Internet of Things using improved Grasshopper Metaheuristic Algorithm with Chaos theory and Fuzzy Logic38
NAUNet: lightweight retinal vessel segmentation network with nested connections and efficient attention38
Fully convolutional neural network with attention gate and fuzzy active contour model for skin lesion segmentation38
Persian speech synthesis using enhanced tacotron based on multi-resolution convolution layers and a convex optimization method38
Image encryption using a standard map and a teaching-learning based optimization algorithm38
Automatic content curation of news events37
Image cryptosystem based on plain image correlation rate and selective chaotic maps37
Dynamically constructing semantic topic hierarchy through formal concept analysis37
Procedural modeling of plant ecosystems maximizing vegetation cover37
Pattern Recognition for Adaptive User Interfaces37
Classification of clustered microcalcifications using different variants of backpropagation training algorithms37
An accurate analogy based software effort estimation using hybrid optimization and machine learning techniques37
Correction to: Computer-aided diagnosis for burnt skin images using deep convolutional neural network37
Trs-net tropical revolving storm disasters analysis and classification based on multispectral images using 2-d deep convolutional neural network37
A versatile blind JPEG image quality assessment method37
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