Multimedia Tools and Applications

Papers
(The TQCC 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 2020-02-01 to 2024-02-01.)
ArticleCitations
A review on genetic algorithm: past, present, and future1561
FakeBERT: Fake news detection in social media with a BERT-based deep learning approach236
PSNR vs SSIM: imperceptibility quality assessment for image steganography221
Vision-based human activity recognition: a survey203
Natural language processing: state of the art, current trends and challenges200
A review of object detection based on deep learning199
Face mask detection using YOLOv3 and faster R-CNN models: COVID-19 environment158
Object detection using YOLO: challenges, architectural successors, datasets and applications151
CNN features with bi-directional LSTM for real-time anomaly detection in surveillance networks131
A review on extreme learning machine130
A data aggregation based approach to exploit dynamic spatio-temporal correlations for citywide crowd flows prediction in fog computing130
2D object recognition: a comparative analysis of SIFT, SURF and ORB feature descriptors117
A multi-class skin Cancer classification using deep convolutional neural networks108
Multi-class brain tumor classification using residual network and global average pooling108
Automatic speech recognition: a survey105
An image encryption scheme based on a hybrid model of DNA computing, chaotic systems and hash functions98
Medical image analysis based on deep learning approach91
Fine-grained vehicle type classification using lightweight convolutional neural network with feature optimization and joint learning strategy90
Spoofing detection system for e-health digital twin using EfficientNet Convolution Neural Network87
CNN based feature extraction and classification for sign language81
Deep learning-based late fusion of multimodal information for emotion classification of music video79
OPBS-SSHC: outline preservation based segmentation and search based hybrid classification techniques for liver tumor detection75
TARDB-Net: triple-attention guided residual dense and BiLSTM networks for hyperspectral image classification75
Diabetic retinopathy detection and stage classification in eye fundus images using active deep learning73
Opposition grasshopper optimizer based multimedia data distribution using user evaluation strategy73
Generating logistic chaotic sequence using geometric pattern to decompose and recombine the pixel values72
A novel method of S-box design based on discrete chaotic maps and cuckoo search algorithm72
Watermarking techniques for medical data authentication: a survey70
EnsemConvNet: a deep learning approach for human activity recognition using smartphone sensors for healthcare applications69
Automatic human posture estimation for sport activity recognition with robust body parts detection and entropy markov model68
Apple leaf disease recognition method with improved residual network66
A fuzzy based ROI selection for encryption and watermarking in medical image using DWT and SVD65
MOTF: Multi-objective Optimal Trilateral Filtering based partial moving frame algorithm for image denoising65
Machine learning-based EEG signals classification model for epileptic seizure detection64
A novel hyper-chaotic image encryption scheme based on quantum genetic algorithm and compressive sensing63
Adaptive machine learning classification for diabetic retinopathy63
An improved artificial bee colony algorithm based on whale optimization algorithm for data clustering62
A new image encryption scheme based on hybrid chaotic maps62
A survey on brain tumor detection techniques for MR images60
An efficient IoT based smart farming system using machine learning algorithms60
ASL-3DCNN: American sign language recognition technique using 3-D convolutional neural networks60
A new chaos based color image encryption algorithm using permutation substitution and Boolean operation59
The image annotation algorithm using convolutional features from intermediate layer of deep learning58
Classical and modern face recognition approaches: a complete review58
A deep feature-based real-time system for Alzheimer disease stage detection58
A new efficient medical image cipher based on hybrid chaotic map and DNA code57
A Computationally Efficient and Scalable Key Management Scheme for Access Control of Media Delivery in Digital Pay-TV Systems56
An automated system for cucumber leaf diseased spot detection and classification using improved saliency method and deep features selection56
Medical image watermarking for ownership & tamper detection55
A resource conscious human action recognition framework using 26-layered deep convolutional neural network55
RNN / LSTM with modified Adam optimizer in deep learning approach for automobile spare parts demand forecasting55
Image encryption based on a combination of multiple chaotic maps54
A hybrid recommendation system based on profile expansion technique to alleviate cold start problem54
Identifying plant diseases using deep transfer learning and enhanced lightweight network54
Bottom-up broadcast neural network for music genre classification54
Real time object detection and trackingsystem for video surveillance system54
An improved cuckoo search optimization algorithm with genetic algorithm for community detection in complex networks53
EEG based emotion recognition using fusion feature extraction method53
The face image super-resolution algorithm based on combined representation learning53
CE-FPN: enhancing channel information for object detection53
Face detection in still images under occlusion and non-uniform illumination53
Reinforcement learning for medical information processing over heterogeneous networks53
Traffic sign recognition based on deep learning53
Image segmentation encryption algorithm with chaotic sequence generation participated by cipher and multi-feedback loops52
An image segmentation approach based on fuzzy c-means and dynamic particle swarm optimization algorithm52
Single image 3D object reconstruction based on deep learning: A review52
A new design of cryptosystem based on S-box and chaotic permutation51
Multiple-image encryption algorithm based on bit planes and chaos51
Image encryption scheme with bit-level scrambling and multiplication diffusion50
Predicting the COVID-19 infection with fourteen clinical features using machine learning classification algorithms49
MPBOA - A novel hybrid butterfly optimization algorithm with symbiosis organisms search for global optimization and image segmentation49
A color image encryption technique using block scrambling and chaos49
A review on face recognition systems: recent approaches and challenges49
Particle swarm optimization performance improvement using deep learning techniques49
Efficient reversible data hiding multimedia technique based on smart image interpolation48
Improved crossover based monarch butterfly optimization for tomato leaf disease classification using convolutional neural network48
Gravitational search algorithm: a comprehensive analysis of recent variants47
Elderly fall detection based on multi-stream deep convolutional networks47
An analysis of generative adversarial networks and variants for image synthesis on MNIST dataset47
Weight analysis for various prohibitory sign detection and recognition using deep learning47
Tea leaf disease detection using multi-objective image segmentation47
A novel deep learning framework for copy-moveforgery detection in images47
Deep transfer learning for alzheimer neurological disorder detection47
Deep convolutional neural network for enhancing traffic sign recognition developed on Yolo V447
A Recent Survey on Multimedia and Database Watermarking46
An image encryption approach based on chaotic maps and genetic operations46
A comprehensive review on soil classification using deep learning and computer vision techniques46
A survey of pre-processing techniques to improve short-text quality: a case study on hate speech detection on twitter46
Blockchain based privacy preserving multimedia intelligent video surveillance using secure Merkle tree46
A novel approach for facial expression recognition using local binary pattern with adaptive window46
A 2D logistic map and Lorenz-Rossler chaotic system based RGB image encryption approach46
A novel color image encryption algorithm based on image hashing, 6D hyperchaotic and DNA coding45
Presentation of a recommender system with ensemble learning and graph embedding: a case on MovieLens45
Skin cancer disease images classification using deep learning solutions45
Demand prediction for a public bike sharing program based on spatio-temporal graph convolutional networks44
Content based image retrieval based on weighted fusion of texture and color features derived from modified local binary patterns and local neighborhood difference patterns44
A comprehensive survey of image segmentation: clustering methods, performance parameters, and benchmark datasets44
VGG-ICNN: A Lightweight CNN model for crop disease identification44
gpuRIR: A python library for room impulse response simulation with GPU acceleration44
Recognition of facial expressions based on CNN features43
Skin melanoma classification using ROI and data augmentation with deep convolutional neural networks43
Breast cancer masses classification using deep convolutional neural networks and transfer learning43
Constructing dynamic strong S-Box using 3D chaotic map and application to image encryption43
Image surface texture analysis and classification using deep learning43
DeepNetDevanagari: a deep learning model for Devanagari ancient character recognition43
A novel comparative study for detection of Covid-19 on CT lung images using texture analysis, machine learning, and deep learning methods43
COVID-CXNet: Detecting COVID-19 in frontal chest X-ray images using deep learning43
Chaotic image encryption algorithm based on arithmetic sequence scrambling model and DNA encoding operation43
Advanced efficient strategy for detection of dark objects based on spiking network with multi-box detection43
Understanding vision-based continuous sign language recognition43
ET-NET: an ensemble of transfer learning models for prediction of COVID-19 infection through chest CT-scan images42
MedSRGAN: medical images super-resolution using generative adversarial networks42
A Multidimensional Chaotic Image Encryption Algorithm based on DNA Coding42
Inception inspired CNN-GRU hybrid network for human activity recognition42
A brief survey of visual saliency detection42
Robust graph regularization nonnegative matrix factorization for link prediction in attributed networks42
Novel coronavirus (COVID-19) diagnosis using computer vision and artificial intelligence techniques: a review42
Deep reinforcement learning based control for Autonomous Vehicles in CARLA42
Fruits diseases classification: exploiting a hierarchical framework for deep features fusion and selection42
Automatic prediction of COVID− 19 from chest images using modified ResNet5041
A comprehensive survey on passive techniques for digital video forgery detection41
Text query based summarized event searching interface system using deep learning over cloud41
Brain tumor detection based on hybrid deep neural network in MRI by adaptive squirrel search optimization40
A modified method for image encryption based on chaotic map and genetic algorithm40
An intensive healthcare monitoring paradigm by using IoT based machine learning strategies39
Multimedia knowledge‐based bridge health monitoring using digital twin39
Analysis of multiobjective evolutionary algorithms on the biobjective traveling salesman problem (1,2)39
A review on performance,security and various biometric template protection schemes for biometric authentication systems39
Efficient chaotic-based image cryptosystem with different modes of operation39
3DGAM: using 3D gesture and CAD models for training on mixed reality remote collaboration39
Indoor objects detection and recognition for an ICT mobility assistance of visually impaired people39
Video-based isolated hand sign language recognition using a deep cascaded model38
An efficient and robust watermarking approach based on single value decompression, multi-level DWT, and wavelet fusion with scrambled medical images38
Low illumination color image enhancement based on Gabor filtering and Retinex theory38
Otsu’s thresholding technique for MRI image brain tumor segmentation38
Morphological edge detection and brain tumor segmentation in Magnetic Resonance (MR) images based on region growing and performance evaluation of modified Fuzzy C-Means (FCM) algorithm38
Image watermarking using soft computing techniques: A comprehensive survey38
FSDroid:- A feature selection technique to detect malware from Android using Machine Learning Techniques38
Application of bi-orthogonal wavelet transform and genetic algorithm in image steganography37
Integrating micro-learning content in traditional e-learning platforms37
Tools, techniques, datasets and application areas for object detection in an image: a review37
A robust digital image watermarking scheme based on bat algorithm optimization and SURF detector in SWT domain37
Steganography and Steganalysis (in digital forensics): a Cybersecurity guide37
A Reversible Data Hiding Scheme for Interpolated Images Based on Pixel Intensity Range37
An efficient CAD system for ALL cell identification from microscopic blood images37
Gastrointestinal tract classification using improved LSTM based CNN37
A chaotic image encryption algorithm based on a counting system and the semi-tensor product36
An extractive text summarization approach using tagged-LDA based topic modeling36
Robust and imperceptible watermarking scheme based on Canny edge detection and SVD in the contourlet domain36
A comprehensive survey 5G wireless communication systems: open issues, research challenges, channel estimation, multi carrier modulation and 5G applications36
Survey study of multimodality medical image fusion methods36
A new image encryption based on bit replacing, chaos and DNA coding techniques36
A real time face mask detection system using convolutional neural network36
Design and evaluation of a hand gesture recognition approach for real-time interactions36
Speech encryption algorithm using FFT and 3D-Lorenz–logistic chaotic map35
An efficient bi-layer content based image retrieval system35
AutoFER: PCA and PSO based automatic facial emotion recognition35
Symmetric keys image encryption and decryption using 3D chaotic maps with DNA encoding technique35
BM3D image denoising algorithm based on an adaptive filtering35
A hybrid GA and PSO optimized approach for heart-disease prediction based on random forest35
Diagnosis of Parkinson’s disease using deep CNN with transfer learning and data augmentation35
Deep learning and handcrafted features for one-class anomaly detection in UAV video35
A study on the sentiments and psychology of twitter users during COVID-19 lockdown period35
Image segmentation using multilevel thresholding based on type II fuzzy entropy and marine predators algorithm35
Dragonfly algorithm: a comprehensive survey of its results, variants, and applications34
Fine grained sport action recognition with Twin spatio-temporal convolutional neural networks34
Sentiment analysis in textual, visual and multimodal inputs using recurrent neural networks34
Image encryption method based on improved ECC and modified AES algorithm34
Automated detection of helmet on motorcyclists from traffic surveillance videos: a comparative analysis using hand-crafted features and CNN34
Copy-move forgery detection using image blobs and BRISK feature34
A diagnostic prediction model for chronic kidney disease in internet of things platform34
CB-Fake: A multimodal deep learning framework for automatic fake news detection using capsule neural network and BERT34
Text-independent speaker recognition using LSTM-RNN and speech enhancement33
Automatic computer-aided diagnosis system for mass detection and classification in mammography33
Crosspooled FishNet: transfer learning based fish species classification model33
A leader Harris hawks optimization for 2-D Masi entropy-based multilevel image thresholding33
Underwater image restoration based on secondary guided transmission map33
Hybrid data encryption model integrating multi-objective adaptive genetic algorithm for secure medical data communication over cloud-based healthcare systems33
Anomaly events classification and detection system in critical industrial internet of things infrastructure using machine learning algorithms33
A shallow network for hyperspectral image classification using an autoencoder with convolutional neural network33
Deep convolutional neural network based plant species recognition through features of leaf33
Deep learning empowered COVID-19 diagnosis using chest CT scan images for collaborative edge-cloud computing platform33
Enhanced SSD with interactive multi-scale attention features for object detection33
A comprehensive review on brain tumor segmentation and classification of MRI images32
Speech Emotion Recognition UsingConvolutional Neural Network and Long-Short TermMemory32
A critical review on diagnosis of diabetic retinopathy using machine learning and deep learning32
Evaluation of driver drowsiness using respiration analysis by thermal imaging on a driving simulator32
Deep learning based detection of COVID-19 from chest X-ray images32
Mammogram breast cancer CAD systems for mass detection and classification: a review32
An efficient image encryption scheme for TMIS based on elliptic curve integrated encryption and linear cryptography32
A novel chaotic IWT-LSB blind watermarking approach with flexible capacity for secure transmission of authenticated medical images32
Copy move and splicing forgery detection using deep convolution neural network, and semantic segmentation32
Efficient HEVC steganography approach based on audio compression and encryption in QFFT domain for secure multimedia communication32
Underwater image enhancement based on DCP and depth transmission map32
An hybrid deep learning approach for depression prediction from user tweets using feature-rich CNN and bi-directional LSTM32
Monitoring and surveillance of urban road traffic using low altitude drone images: a deep learning approach32
Efficient 3D medical image segmentation algorithm over a secured multimedia network32
A safe and secured iris template using steganography and cryptography32
Multispectral and hyperspectral images based land use / land cover change prediction analysis: an extensive review32
Salsa dance learning evaluation and motion analysis in gamified virtual reality environment32
Minimum redundancy maximum relevance (mRMR) based feature selection from endoscopic images for automatic gastrointestinal polyp detection31
PotSpot: Participatory sensing based monitoring system for pothole detection using deep learning31
Image encryption algorithm based on dynamic DNA coding operations and 3D chaotic systems31
IEVCA: An efficient image encryption technique for IoT applications using 2-D Von-Neumann cellular automata31
Segmentation and classification of brain tumors using modified median noise filter and deep learning approaches31
Deep learning based assessment of disease severity for early blight in tomato crop31
An efficient deep learning technique for facial emotion recognition31
Deep feature extraction and classification of breast ultrasound images31
Deep learning based image classification for intestinal hemorrhage31
CNN and LSTM based ensemble learning for human emotion recognition using EEG recordings31
A fast CU size decision algorithm for VVC intra prediction based on support vector machine31
A combination of CSP-based method with soft margin SVM classifier and generalized RBF kernel for imagery-based brain computer interface applications31
Segmentation and quantification of COVID-19 infections in CT using pulmonary vessels extraction and deep learning31
Efficient fusion of handcrafted and pre-trained CNNs features to classify melanoma skin cancer31
Double image compression-encryption algorithm based on fractional order hyper chaotic system and DNA approach31
Efficient Detection and Classification of Brain Tumor using Kernel based SVM for MRI30
Generation of grid multi-wing chaotic attractors and its application in video secure communication system30
Revisiting spatial dropout for regularizing convolutional neural networks30
Cancelable face and fingerprint recognition based on the 3D jigsaw transform and optical encryption30
A comprehensive survey on convolutional neural network in medical image analysis30
High capacity reversible and secured data hiding in images using interpolation and difference expansion technique30
Refining image steganography distribution for higher security multimedia counting-based secret-sharing30
Underwater image enhancement using contrast limited adaptive histogram equalization and layered difference representation30
Lossless image compression-encryption algorithm based on BP neural network and chaotic system30
Low light enhancement algorithm for color images using intuitionistic fuzzy sets with histogram equalization30
Application of Digital Twins in multiple fields30
Towards effective offloading mechanisms in fog computing30
Combining optimal wavelet statistical texture and recurrent neural network for tumour detection and classification over MRI29
Voxel-based 3D face reconstruction and its application to face recognition using sequential deep learning29
Underwater target detection with an attention mechanism and improved scale29
Spam review detection using self attention based CNN and bi-directional LSTM29
Anomaly recognition from surveillance videos using 3D convolution neural network29
DenseHyper: an automatic recognition system for detection of hypertensive retinopathy using dense features transform and deep-residual learning29
Multi-modality learning for human action recognition29
Deep learning approaches for speech emotion recognition: state of the art and research challenges29
Fruits yield estimation using Faster R-CNN with MIoU29
A comparative study on facial expression recognition using local binary patterns, convolutional neural network and frequency neural network29
An improved digital logistic map and its application in image encryption29
G.V Black dental caries classification and preparation technique using optimal CNN-LSTM classifier29
Security of medical images for telemedicine: a systematic review29
Improved partial differential equation-based total variation approach to non-subsampled contourlet transform for medical image denoising29
Adaptive UNet-based Lung Segmentation and Ensemble Learning with CNN-based Deep Features for Automated COVID-19 Diagnosis29
Handwritten signature verification using shallow convolutional neural network29
CNN-based single object detection and tracking in videos and its application to drone detection29
Human segmentation in surveillance video with deep learning28
Deep grading of mangoes using Convolutional Neural Network and Computer Vision28
A survey on providing customer and public administration based services using AI: chatbot28
Capsmf: a novel product recommender system using deep learning based text analysis model28
A new data hiding approach for image steganography based on visual color sensitivity28
A novel hybrid encryption scheme based on chaotic Lorenz system and logarithmic key generation28
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