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 2021-08-01 to 2025-08-01.)
ArticleCitations
Convolutional gated recurrent unit networks based real-time monaural speech enhancement980
Quality evaluation of commercially available healthcare applications for prostate cancer management859
A real-time detection method of multi-scale traffic signs based on dynamic pruning strategy183
A real time target face tracking algorithm based on saliency detection and Camshift160
Deep convolution neural network with context based expanded neighbourhoods distance re-ranking model for person re-identification137
A new robust approach for altered handwritten text detection133
Correction to: Bunch graph based dimensionality reduction using auto-encoder for character recognition132
Correction to: Transmission of correct gaze direction in video conferencing using screen-embedded cameras128
Dilated Multi-scale Fusion for Point Cloud Classification and Segmentation122
Correction to: Regional optimum frequency analysis of resting-state fMRI data for early detection of Alzheimer’s disease biomarkers117
Correction to: Automatic detection of osteosarcoma based on integrated features and feature selection using binary arithmetic optimization algorithm117
Correction to: Images encryption based on robust multi-mode finite time synchronization of fractional-order hyper-chaotic Rikitake systems116
Cryptanalysis and Improvement of Novel Image Encryption Technique Using Hybrid Method of Discrete Dynamical Chaotic Maps and Brownian Motion116
Weakly supervised semantic segmentation with segments and neighborhood classifiers111
The recommendation of satisfactory product for new users in social commerce website111
EmoffMeme: identifying offensive memes by leveraging underlying emotions108
Fuzzy-based dynamic difficulty adjustment of an educational 3D-game107
Artificial intelligence unlocks ecological environment governance —smart statistical monitoring based on meteorology107
Infrared target recognition with deep learning algorithms103
Dress-up: deep neural framework for image-based human appearance transfer103
Multimodal user interaction with in-car equipment in real conditions based on touch and speech modes in the Persian language102
An effective sharing approach of selective video frames for secure multimedia transmission99
Expectation propagation learning of finite and infinite Gamma mixture models and its applications97
Switching network for mixing experts with application to traffic sign recognition97
Gait recognition based on margin sample mining loss96
Improving precision of objective image/video quality meters94
Forward-looking omnidirectional infrared pedestrian detection for driver assistance92
Multi-task person re-identification via attribute and part-based learning91
Body size measurement based on deep learning for image segmentation by binocular stereovision system90
A novel approach to detect instant emotion change through spectral variation in single frequency filtering spectrogram of each pitch cycle89
Secure map legends based on just noticeable distortion and watermark bit recovery89
Grayscale image coding using optimal pixel grouping and adaptive multi-grouping division block truncation coding88
A graphical tool for formal verification using Event-B modeling87
A gray level indicator-based nonlinear diffusion equation for the removal of random-valued impulse noise87
A survey on digital video stabilization86
ASTT: acoustic spatial-temporal transformer for short utterance speaker recognition85
Mitigating cross-client GANs-based attack in federated learning85
Investigations on speaker adaptation using a continuous vocoder within recurrent neural network based text-to-speech synthesis85
Wave space sonification of the folding pathways of protein molecules modeled as hyper-redundant robotic mechanisms83
Remote sensing scene classification with multi-spatial scale frequency covariance pooling81
EMM: Extended matching market based scheduling for big data platform hadoop79
The improved method in fabric image classification using convolutional neural network77
Camera module Lens blemish detection based on neural network interpretability76
An effective method for salt and pepper noise removal based on algebra and fuzzy logic function76
Exponential increment of RSA attack range via lattice based cryptanalysis76
Faulty RJ45 connectors detection on radio base station using deep learning76
Recognition of offline handwritten Devanagari characters using new mask-based approach, histogram of oriented gradients and AdaBoost75
A parallel SP-DBSCAN algorithm on spark for waiting spot recommendation75
Content-adaptive mode decision for low complexity 3D-HEVC74
Wuthering heights: gauging fear at altitude in virtual reality73
A Hierarchical modified AV1 codec for compression cartesian form of holograms in holo and object planes72
Optimal sequence reordering for low delay screen content coding71
A lightweight image encryption algorithm based on patterns in Rubik’s revenge cube70
JULive3D: a live image acquisition protocol for real-time 3D face recognition70
Anti-forensics of fake stereo audio using generative adversarial network69
Split-attention effects in multimedia learning environments: eye-tracking and EEG analysis68
Personalized saliency prediction using color spaces68
Performance analysis of multiple input single layer neural network hardware chip68
High capacity reversible data hiding in encrypted images using block labeling68
A framework for extended belief rule base reduction and training with the greedy strategy and parameter learning68
Hiding data in dual images based on turtle shell matrix with high embedding capacity and reversibility67
A service collaboration method based on mobile edge computing in internet of things67
Prediction of epileptic seizures from spectral features of intracranial eeg recordings using deep learning approach67
AttCluster-MDGCNs: multiscale dynamic graph convolution networks with an attention cluster for skeletal-based action65
Learning discriminative features for semi-supervised person re-identification65
A (t,n)- Secret image sharing with steganography based on Rook polynomial and LWE problem64
Acquisition super resolution from infrared images using proposed techniques63
Fisher-Yates scrambling algorithm combined with S-box color image encryption technology based on 3D-SCCM chaotic system63
Blockchain-based conditional privacy-preserving authentication scheme in VANETs63
A signal-driven based flexible integrated scheduling algorithm with bidirectional coordination mechanism63
Plant classification in the wild: Energy evaluation for deep learning models63
ESSR-GAN: Enhanced super and semi supervised remora resolution based generative adversarial learning framework model for smartphone based road damage detection62
Face detection for rail transit passengers based on single shot detector and active learning62
Finger vein recognition techniques: a comprehensive review62
A conditional random field framework for language process in product review mining62
Skeleton-based human action recognition by fusing attention based three-stream convolutional neural network and SVM61
Detection of natural wood defects with large color differences based on branched network61
Deep learning-based parking occupancy detection framework using ResNet and VGG-1660
A new visually meaningful double-image encryption algorithm combining 2D compressive sensing with fractional-order chaotic system60
Deep learning for historical books: classification of printing technology for digitized images60
Unsupervised learning based dual-branch fusion low-light image enhancement59
Two-fold brain tumor segmentation using fuzzy image enhancement and DeepBrainet2.059
Systematic review of content analysis algorithms based on deep neural networks59
SCL-FExR: supervised contrastive learning approach for facial expression Recognition59
StegGAN: hiding image within image using conditional generative adversarial networks58
ECG compression using optimized B-spline58
Spatio-temporal convolutional residual network for regional commercial vitality prediction58
Efficient color face recognition based on quaternion discrete orthogonal moments neural networks57
Underwater image enhancement using multiscale decomposition and gamma correction57
Quantization selection based on characteristic of cover image for PVD Steganography to optimize imperceptibility and capacity57
Fake region identification in an image using deep learning segmentation model57
Image steganography based on difference of Gaussians edge detection57
Siamese convolutional neural network and fusion of the best overlapping blocks for kinship verification56
Multimodal human action recognition based on spatio-temporal action representation recognition model56
Birdsong classification based on multi-feature fusion56
Facial expression recognition based on strong attention mechanism and residual network55
A spatial procedure to spectral subtraction for speech enhancement55
Detection of tartrazine colored rice flour adulteration in turmeric from multi-spectral images on smartphone using convolutional neural network deployed on PaaS cloud55
Optimized deep learning for genre classification via improved moth flame algorithm54
Intelligent plant disease diagnosis using convolutional neural network: a review54
Automatic image caption generation using deep learning54
Deep convolutional neural network for enhancing traffic sign recognition developed on Yolo V454
Breast cancer: toward an accurate breast tumor detection model in mammography using transfer learning techniques54
Mixed Gaussian-Impulse noise robust face hallucination via noise suppressed low-and-high resolution space-based neighbor representation54
SqueezeCapsNet: enhancing capsule networks with squeezenet for holistic medical and complex images53
Assessing student engagement from facial behavior in on-line learning52
Lane detection techniques for self-driving vehicle: comprehensive review52
A state-of-the-art review on adversarial machine learning in image classification52
Development and validation of a deep learning-based algorithm for drowsiness detection in facial photographs52
Segmentation of farmlands in aerial images by deep learning framework with feature fusion and context aggregation modules52
Grassmannian graph-attentional landmark selection for domain adaptation51
Efficient image enhancement using improved RIQMC based ROHIM model51
Investigating the multimedia pointing techniques in the tabletop-centric cross-device interaction51
Contrastive study of minimum edit distance and cosine similarity measures in the context of word suggestions for misspelled Marathi words51
Sureness calamity salvage framework with inventive bandwidth scheme for data storage in cloud computing51
Intensifying graph diffusion-based salient object detection with sparse graph weighting51
Multimedia-based Healthcare Systems using Computational Intelligence51
Single and two-person(s) pose estimation based on R-WAA51
Stereo VoVNet-CNN for 3D object detection50
Multidimensional parallel capsule network for SAR image change detection49
3D face dense reconstruction based on sparse points using probabilistic principal component analysis49
LGVTON: a landmark guided approach for model to person virtual try-on49
Survey on facial expressions recognition: databases, features and classification schemes49
Fog computing-assisted path planning for smart shopping48
Designing face resemblance technique using near set theory under varying facial features48
Hilbert quantum image scrambling and graph signal processing-based image steganography48
A novel method of compressive sensing MRI reconstruction based on sandpiper optimization algorithm (SPO) and mask region based convolution neural network (mask RCNN)48
SAM: cross-modal semantic alignments module for image-text retrieval48
Big health data for elderly employees job performance of SOEs: visionary and enticing challenges48
A novel multi-layer color image encryption based on RSA cryptosystem, RP2DFrHT and generalized 2D Arnold map48
Real-time data sharing, path planning and route optimization in urban traffic management48
Convolutional neural network optimized by differential evolution for electrocardiogram classification48
Accurate deep and direction classification model based on the antiprism graph pattern feature generator using underwater acoustic for defense system47
Deep facial recognition after medical alterations47
A fast feature selection technique for real-time face detection using hybrid optimized region based convolutional neural network47
Lower extremity kinematics walking speed classification using long short-term memory neural frameworks47
Deep neural combinational model (DNCM): digital image descriptor for child’s independent learning47
Blockchain assisted AHMFA authentication in employee performance assessment system47
Vehicle detection and traffic density estimation using ensemble of deep learning models46
Capsule neural network based approach for subject specific and cross-subjects seizure detection from EEG signals46
Performance and security analysis using B-128 modified blowfish algorithm46
Automatic detection of hypertensive retinopathy using improved fuzzy clustering and novel loss function46
WoM-based deep BiLSTM: smart disease prediction model using WoM-based deep BiLSTM classifier46
AlexSegNet: an accurate nuclei segmentation deep learning model in microscopic images for diagnosis of cancer46
Searching for associations between social media trending topics and organizations46
Progress in multi-object detection models: a comprehensive survey46
RETRACTED ARTICLE: Fingerprint classification system using CNN45
Emotion classification using temporal and spectral features from IR-UWB-based respiration data45
Enhanced-Longest Common Subsequence based novel steganography approach for cloud storage45
On Chaos based duo confusion duo diffusion for colour images45
Image encryption using a standard map and a teaching-learning based optimization algorithm45
Segmentation technique for the detection of Micro cracks in solar cell using support vector machine45
Underwater image enhancement via variable contrast and saturation enhancement model45
VETE: improving visual embeddings through text descriptions for eCommerce search engines45
Understanding the impact of query expansion on federated search45
Towards effective offloading mechanisms in fog computing45
A novel colour image encryption scheme using dynamic DNA coding, chaotic maps, and SHA-245
Correction to: Swarm intelligence based object tracking45
Designing lightweight small object detection models using attention and context44
Epileptic seizure detection using posterior probability-based convolutional neural network classifier44
Comparison study on the performance of the multi classifiers with hybrid optimal features selection method for medical data diagnosis44
A hybrid CTC+Attention model based on end-to-end framework for multilingual speech recognition44
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 continuity43
Fog cloud-assisted IoT-based human identification in construction sites from gait sequences43
Histogram and entropy oriented image coding for clustered wireless multimedia sensor networks (WMSNS)43
Pulmonary fissure segmentation in CT images based on ODoS filter and shape features43
Performance analysis of multi-level thresholding for microaneurysm detection43
Diffusion tensor image denoising via geometric invariant nonlocal means on the tensor manifold43
Efficient vision-based multi-target augmented reality in the browser43
A color image watermarking method combined QR decomposition and spatial domain43
A cloud-based cognitive computing solution with interoperable applications to counteract illegal dumping in smart cities43
Does it work outside this benchmark? Introducing the rigid depth constructor tool42
Product discovery utilizing the semantic data model42
Supervision dropout: guidance learning in deep neural network42
Fault diagnosis of rolling bearing based on back propagation neural network optimized by cuckoo search algorithm42
Quadratic smoothing based video stabilization using spatio-temporal regularity flow42
Artistic image synthesis from unsupervised segmentation maps42
Information recombination network for contour detection42
Fully convolutional neural network with attention gate and fuzzy active contour model for skin lesion segmentation42
Digital image noise removal based on collaborative filtering approach and singular value decomposition42
Piezoresistor defect classification using convolutional neural networks based on incremental branch growth42
Enhanced reversible and secure patient data hiding algorithm based on cellular automata42
Real-time microscopy image-based segmentation and classification models for cancer cell detection42
Exploration of multi-source discriminative acoustic feature for speaker recognition with short-duration audio signal42
Retraction Note: Identifying brain abnormalities from electroencephalogram using evolutionary gravitational neocognitron neural network41
Correction to: Histogram and entropy oriented image coding for clustered wireless multimedia sensor networks (WMSNS)41
Retraction Note: Community guidance model based on interactive multimedia system41
Correction to: Automatic COVID-19 detection mechanisms and approaches from medical images: a systematic review41
Semi-supervised internet water army detection based on graph embedding41
Retraction Note: Load balancing in wireless networks using reputation-ReDS in the magnified distributed hash table41
A new encryption model for multimedia content using two dimensional Brownian motion and coupled map lattice40
A review on Di-electrical resonant antenna based on the performance of gain and bandwidth40
Computer vision-based predictive analysis of chronic cardiovascular disease using heartbeat features40
Joint manipulation trace attention network and adaptive fusion mechanism for image splicing forgery localization40
An efficient ir approach based semantic segmentation39
Encrypted speech retrieval based on long sequence Biohashing39
SSEER: Segmented sectors in energy efficient routing for wireless sensor network39
Multi-modal image registration in the presence of spatially varying intensity distortion using structural representation39
Split-merge-excitation: a robust channel-wise feature attention mechanism applied to MDNet tracking39
SPOC learner’s final grade prediction based on a novel sampling batch normalization embedded deep neural network method39
A video indexing and retrieval computational prototype based on transcribed speech39
DFC-D: A dynamic weight-based multiple features combination for real-time moving object detection39
Seeing is relieving: effects of serious storytelling with images on interview performance anxiety39
Visual-motor control methods for interactive real-time MRI-cardiac imaging39
Impact analysis of recovery cases due to COVID-19 outbreak using deep learning model39
Human activity recognition by combining external features with accelerometer sensor data using deep learning network model39
NAUNet: lightweight retinal vessel segmentation network with nested connections and efficient attention38
An intelligent approach for fingerprint presentation attack detection using ensemble learning with improved local image features38
Guided normal filter for 3D point clouds38
Real-time low-cost human skeleton detection38
Design of high-speed blockchain-based sidechaining peer to peer communication protocol over 5G networks38
A hybrid deep model with cumulative learning for few-shot learning38
A novel dual-based ADMM to the Chan-Vese model38
Character segmentation and restoration of Qin-Han bamboo slips using local auto-focus thresholding method38
A parallel grid-search-based SVM optimization algorithm on Spark for passenger hotspot prediction37
A deep learning based system for writer identification in handwritten Arabic historical manuscripts37
Robust blind watermarking approach against the compression for fingerprint image using 2D-DCT37
Detecting skin lesions fusing handcrafted features in image network ensembles37
Fifteen years of YouTube scholarly research: knowledge structure, collaborative networks, and trending topics37
Mixed fuzzy pooling in convolutional neural networks for image classification37
A comparative study of grape crop disease classification using various transfer learning techniques37
Reversible data hiding in encrypted images using median prediction and bit plane cycling-XOR37
A desired histogram estimation accompanied with an exact histogram matching method for image contrast enhancement37
Towards artificial intelligence in mental health: a comprehensive survey on the detection of schizophrenia37
Rumor detection in social network based on user, content and lexical features37
Augmented reality flavor: cross-modal mapping across gustation, olfaction, and vision37
Image encryption algorithm based on lattice hash function and privacy protection37
CECM: A cognitive emotional contagion model in social networks37
A novel binary horse herd optimization algorithm for feature selection problem37
Evolutionary-based image encryption using Magic Square Chaotic algorithm and RNA codons truth table37
Voice encryption using a unified hyper-chaotic system37
Structure-constrained deep feature fusion for chronic otitis media and cholesteatoma identification37
Multi-label personality trait identification from text37
A wavelet-based watermarking for secure medical image transmission in telemedicine application37
Multi-stage glioma segmentation for tumour grade classification based on multiscale fuzzy C-means36
Biometric cryptosystems: a comprehensive survey36
Image transfer with secure communications application using a new reversible chaotic image encryption36
RETRACTED ARTICLE: Adaptive recurrent neural network for software defect prediction with the aid of quantum theory- particle swarm optimization36
An efficient network intrusion detection model for IoT security using K-NN classifier and feature selection36
New color image encryption technique based on three-dimensional logistic map and Grey wolf optimization based generated substitution boxes36
Underwater Image Enhancement using Deep Learning36
Restoration of damaged artworks based on a generative adversarial network36
A new approach to energy-aware routing in the Internet of Things using improved Grasshopper Metaheuristic Algorithm with Chaos theory and Fuzzy Logic36
ApaNet: adversarial perturbations alleviation network for face verification36
Identification of intracranial haemorrhage (ICH) using ResNet with data augmentation using CycleGAN and ICH segmentation using SegAN36
Image encryption with a Josephson junction model embedded in FPGA36
Toward automatic plant phenotyping: starting from leaf counting36
Video based basketball shooting prediction and pose suggestion system36
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