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MediaPipe ‐ LSTM ‐Enhanced Framework for Real‐Time Dynamic Sign Language Recognition in Inclusive Communication Systems

https://doi.org/10.1002/eng2.70142
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s10209-022-00966-9openalex-snapshot
Landscape of sign language research based on smartphone apps: coherent literature analysis, motivations, open challenges, recommendations and future directions for app assessment
inferredcites →https://doi.org/10.1007/s10462-024-10816-0openalex-snapshot
Silent no more: a comprehensive review of artificial intelligence, deep learning, and machine learning in facilitating deaf and mute communication
inferredcites →https://doi.org/10.1007/s13177-024-00452-xopenalex-snapshot
Edge Based Intelligent Secured Vehicle Filtering and Tracking System Using YOLO and EasyOCR
inferredcites →https://doi.org/10.1016/j.eswa.2023.120125openalex-snapshot
Hand gesture recognition with focus on leap motion: An overview, real world challenges and future directions
inferredcites →https://doi.org/10.1016/j.rineng.2024.103008openalex-snapshot
Next-Generation Secure and Reversible Watermarking for Medical Images using Hybrid Radon-Slantlet Transform
inferredcites →https://doi.org/10.1109/access.2019.2904749openalex-snapshot
Dynamic Sign Language Recognition Based on Video Sequence With BLSTM-3D Residual Networks
inferredcites →https://doi.org/10.1109/access.2019.2938829openalex-snapshot
User-Independent American Sign Language Alphabet Recognition Based on Depth Image and PCANet Features
inferredcites →https://doi.org/10.1109/access.2021.3059660openalex-snapshot
Application of Tensor Train Decomposition in S2VT Model for Sign Language Recognition
inferredcites →https://doi.org/10.1109/access.2021.3110912openalex-snapshot
Deep Learning for Sign Language Recognition: Current Techniques, Benchmarks, and Open Issues
inferredcites →https://doi.org/10.1109/ccwc.2018.8301638openalex-snapshot
Next-generation of virtual personal assistants (Microsoft Cortana, Apple Siri, Amazon Alexa and Google Home)
inferredcites →https://doi.org/10.1109/cvpr.2017.175openalex-snapshot
Recurrent Convolutional Neural Networks for Continuous Sign Language Recognition by Staged Optimization
inferredcites →https://doi.org/10.1109/icip.2019.8802972openalex-snapshot
Continuous Sign Language Recognition via Reinforcement Learning
inferredcites →https://doi.org/10.1109/icpr48806.2021.9412364openalex-snapshot
Continuous Sign Language Recognition with Iterative Spatiotemporal Fine-tuning
inferredcites →https://doi.org/10.1109/jsen.2019.2909837openalex-snapshot
A Modified LSTM Model for Continuous Sign Language Recognition Using Leap Motion
inferredcites →https://doi.org/10.1109/jstars.2024.3415729openalex-snapshot
Modality Fusion Vision Transformer for Hyperspectral and LiDAR Data Collaborative Classification
inferredcites →https://doi.org/10.1109/tmm.2018.2889563openalex-snapshot
A Deep Neural Framework for Continuous Sign Language Recognition by Iterative Training
inferredcites →https://doi.org/10.1109/tnnls.2023.3244006openalex-snapshot
Automatic Learning Rate Adaption for Memristive Deep Learning Systems
inferredcites →https://doi.org/10.2307/2260793openalex-snapshot
A Comparative Study of the Population Dynamics of Five Species of Veronica in Natural Habitats
inferredcites →https://doi.org/10.3390/electronics10141739openalex-snapshot
Towards Hybrid Multimodal Manual and Non-Manual Arabic Sign Language Recognition: mArSL Database and Pilot Study
inferredcites →https://doi.org/10.3390/electronics13071229openalex-snapshot
Isolated Video-Based Sign Language Recognition Using a Hybrid CNN-LSTM Framework Based on Attention Mechanism
inferredcites →https://doi.org/10.3390/jimaging10060149openalex-snapshot
Video-Based Sign Language Recognition via ResNet and LSTM Network
inferredcites →https://doi.org/10.62411/faith.2024-22openalex-snapshot
A Reinforcement Learning-Based Approach for Promoting Mental Health Using Multimodal Emotion Recognition
inferredcites →https://doi.org/10.62411/faith.2024-4openalex-snapshot
Analyzing InceptionV3 and InceptionResNetV2 with Data Augmentation for Rice Leaf Disease Classification

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-032-38797-4_9openalex-snapshot
Use of Machine Learning and Computer Vision for Automatic Checkout Systems in Physical Stores: A Systematic Review
inferred← citeshttps://doi.org/10.1109/aims71270.2026.11712735openalex-snapshot
Robustness of LSTM-based Indonesian sign language recognition system
inferred← citeshttps://doi.org/10.1109/gcwcn66157.2025.11448353openalex-snapshot
Vision-Based Hand Gesture Recognition: Enhancing Human-Computer Interaction with Deep Learning
inferred← citeshttps://doi.org/10.1109/i-smac65734.2025.11597835openalex-snapshot
Face Recognition Based Interest Identification Using LSTM Approach for Enterprise Communication Platform Video Grade
inferred← citeshttps://doi.org/10.1109/icbir69932.2026.11584740openalex-snapshot
A Real-Time Thai Sign Language Recognition System Using Skeletal Keypoints and LSTM Networks
inferred← citeshttps://doi.org/10.1109/icbir69932.2026.11584843openalex-snapshot
Thai Sign Language Recognition for Emergency Requests Using Deep Learning
inferred← citeshttps://doi.org/10.1109/iceamst67459.2025.11335705openalex-snapshot
Bridging Silence and Sound: Recent Advances in Sign Language Recognition with Audio Translation
inferred← citeshttps://doi.org/10.1109/icmsci67830.2026.11469256openalex-snapshot
Real-Time Multi-Language Sign Detection System with ASL and ISL Support Using MediaPipe Computer Vision and Text-to-Speech Interface
inferred← citeshttps://doi.org/10.1109/icnpcv69434.2026.11708893openalex-snapshot
Real-Time Indian Sign Language Recognition and Speech Translation with Analytics Using MediaPipe and LSTM
inferred← citeshttps://doi.org/10.1109/tqcebt67648.2026.11681907openalex-snapshot
Spatiotemporal ViT-Temporal Transformer for Real-Time Dynamic ISL Recognition
inferred← citeshttps://doi.org/10.29121/granthaalayah.v14.i6.2026.6971openalex-snapshot
A RESEARCH SYNTHESIS ON SPEECH AND GESTURE-BASED MODALITIES TO EMPOWER LEARNERS WITH COMMUNICATION DISABILITIES
inferred← citeshttps://doi.org/10.3390/s26010027openalex-snapshot
Recurrent Neural Networks for Mexican Sign Language Interpretation in Healthcare Services
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