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Multi-level Taxonomy Review for Sign Language Recognition: Emphasis on Indian Sign Language

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

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Combination of Tangent Distance and an Image Distortion Model for Appearance-Based Sign Language Recognition
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SURF: Speeded Up Robust Features
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Real-Time Sign Language Gesture (Word) Recognition from Video Sequences Using CNN and RNN
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Hand Posture and Face Recognition Using Fuzzy-Rough Approach
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Text detection and localization in scene images: a broad review
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Kinect-based Taiwanese sign-language recognition system
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Isolated sign language recognition using Convolutional Neural Network hand modelling and Hand Energy Image
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Understanding vision-based continuous sign language recognition
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Video-based isolated hand sign language recognition using a deep cascaded model
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Multiple Proposals for Continuous Arabic Sign Language Recognition
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Attention Based Detection and Recognition of Hand Postures Against Complex Backgrounds
inferredcites →https://doi.org/10.1007/s11831-019-09384-2openalex-snapshot
Sign Language Recognition Systems: A Decade Systematic Literature Review
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Bagging based ensemble transfer learning
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Automatic recognition of the American sign language fingerspelling alphabet to assist people living with speech or hearing impairments
inferredcites →https://doi.org/10.1007/s12652-020-01979-zopenalex-snapshot
Trbaggboost: an ensemble-based transfer learning method applied to Indian Sign Language recognition
inferredcites →https://doi.org/10.1007/s13042-016-0512-4openalex-snapshot
An efficient gesture based humanoid learning using wavelet descriptor and MFCC techniques
inferredcites →https://doi.org/10.1007/s13369-012-0378-zopenalex-snapshot
Recognition of Two-Handed Arabic Signs Using the CyberGlove
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Arabic sign language recognition using Ada-Boosting based on a leap motion controller
inferredcites →https://doi.org/10.1016/j.asej.2016.10.013openalex-snapshot
Selfie video based continuous Indian sign language recognition system
inferredcites →https://doi.org/10.1016/j.compeleceng.2019.02.012openalex-snapshot
Subunit sign modeling framework for continuous sign language recognition
inferredcites →https://doi.org/10.1016/j.compeleceng.2019.08.006openalex-snapshot
Continuous sign language recognition from wearable IMUs using deep capsule networks and game theory
inferredcites →https://doi.org/10.1016/j.compeleceng.2020.106898openalex-snapshot
Indian sign language recognition using wearable sensors and multi-label classification
inferredcites →https://doi.org/10.1016/j.cviu.2015.08.004openalex-snapshot
Recent methods and databases in vision-based hand gesture recognition: A review
inferredcites →https://doi.org/10.1016/j.cviu.2015.09.013openalex-snapshot
Continuous sign language recognition: Towards large vocabulary statistical recognition systems handling multiple signers
inferredcites →https://doi.org/10.1016/j.dib.2019.103777openalex-snapshot
ArASL: Arabic Alphabets Sign Language Dataset
inferredcites →https://doi.org/10.1016/j.dib.2020.106016openalex-snapshot
Hand gestures for emergency situations: A video dataset based on words from Indian sign language
inferredcites →https://doi.org/10.1016/j.engappai.2011.06.015openalex-snapshot
American Sign Language word recognition with a sensory glove using artificial neural networks
inferredcites →https://doi.org/10.1016/j.eswa.2010.08.056openalex-snapshot
Persian sign language (PSL) recognition using wavelet transform and neural networks
inferredcites →https://doi.org/10.1016/j.eswa.2014.05.024openalex-snapshot
Feature extraction in Brazilian Sign Language Recognition based on phonological structure and using RGB-D sensors
inferredcites →https://doi.org/10.1016/j.jksuci.2019.05.002openalex-snapshot
A Signer Independent Sign Language Recognition with Co-articulation Elimination from Live Videos: An Indian Scenario
inferredcites →https://doi.org/10.1016/j.jvcir.2020.102834openalex-snapshot
Taguchi-TOPSIS based HOG parameter selection for complex background sign language recognition
inferredcites →https://doi.org/10.1016/j.neucom.2006.04.016openalex-snapshot
Linguistic properties based on American Sign Language isolated word recognition with artificial neural networks using a sensory glove and motion tracker
inferredcites →https://doi.org/10.1016/j.neucom.2018.05.042openalex-snapshot
A novel framework of continuous human-activity recognition using Kinect
inferredcites →https://doi.org/10.1016/j.patcog.2013.09.014openalex-snapshot
Towards subject independent continuous sign language recognition: A segment and merge approach
inferredcites →https://doi.org/10.1016/j.procs.2015.06.060openalex-snapshot
Continuous Indian Sign Language Gesture Recognition and Sentence Formation
inferredcites →https://doi.org/10.1016/j.procs.2015.12.276openalex-snapshot
A New Data Glove Approach for Malaysian Sign Language Detection
inferredcites →https://doi.org/10.1016/j.procs.2018.07.008openalex-snapshot
Recognition of Sign Language Alphabets and Numbers based on Hand Kinematics using A Data Glove
inferredcites →https://doi.org/10.1016/j.procs.2020.04.255openalex-snapshot
A Deep Convolutional Neural Network Approach for Static Hand Gesture Recognition
inferredcites →https://doi.org/10.1023/b:visi.0000029664.99615.94openalex-snapshot
Distinctive Image Features from Scale-Invariant Keypoints
inferredcites →https://doi.org/10.1049/iet-cvi.2017.0394openalex-snapshot
DCA‐based unimodal feature‐level fusion of orthogonal moments for Indian sign language dataset
inferredcites →https://doi.org/10.1080/02564602.2014.961576openalex-snapshot
Vision-Based Sign Language Classification: A Directional Review
inferredcites →https://doi.org/10.1080/02564602.2015.1117403openalex-snapshot
A Review on Facial Expression Recognition: Feature Extraction and Classification
inferredcites →https://doi.org/10.1080/03772063.2020.1739569openalex-snapshot
Recognition of Indian Sign Language Using ORB with Bag of Visual Words by Kinect Sensor
inferredcites →https://doi.org/10.1080/13682199.2017.1311524openalex-snapshot
Indian sign language recognition using Krawtchouk moment-based local features
inferredcites →https://doi.org/10.1088/1742-6596/1362/1/012034openalex-snapshot
IoT Based Sign Language Interpretation System
inferredcites →https://doi.org/10.1109/5.18626openalex-snapshot
A tutorial on hidden Markov models and selected applications in speech recognition
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/afgr.1996.557260openalex-snapshot
Robust classification of hand postures against complex backgrounds
inferredcites →https://doi.org/10.1109/afgr.1998.671007openalex-snapshot
A real-time continuous gesture recognition system for sign language
inferredcites →https://doi.org/10.1109/ccdc.2018.8407748openalex-snapshot
Research on the acquisition of human behavior data based on Kinect
inferredcites →https://doi.org/10.1109/cict.2013.6558259openalex-snapshot
Artificial neural network based method for Indian sign language recognition
inferredcites →https://doi.org/10.1109/comcomap.2013.6533615openalex-snapshot
Arabic sign language recognition by decisions fusion using Dempster-Shafer theory of evidence
inferredcites →https://doi.org/10.1109/csnt30758.2013openalex-snapshot
2013 International Conference on Communication Systems and Network Technologies
inferredcites →https://doi.org/10.1109/cvpr.2018.00812openalex-snapshot
Neural Sign Language Translation
inferredcites →https://doi.org/10.1109/cvpr12618.2008openalex-snapshot
2008 IEEE Conference on Computer Vision and Pattern Recognition
inferredcites →https://doi.org/10.1109/dicta47822.2019openalex-snapshot
2019 Digital Image Computing: Techniques and Applications (DICTA)
inferredcites →https://doi.org/10.1109/iacc35547.2015openalex-snapshot
2015 IEEE International Advance Computing Conference (IACC)
inferredcites →https://doi.org/10.1109/iacc37532.2016openalex-snapshot
2016 IEEE 6th International Conference on Advanced Computing (IACC)
inferredcites →https://doi.org/10.1109/icacci33166.2014openalex-snapshot
2014 International Conference on Advances in Computing, Communications and Informatics (ICACCI)
inferredcites →https://doi.org/10.1109/icacdot.2016.7877706openalex-snapshot
AVR based embedded system for speech impaired people
inferredcites →https://doi.org/10.1109/iccci39092.2017openalex-snapshot
2017 International Conference on Computer Communication and Informatics (ICCCI)
inferredcites →https://doi.org/10.1109/iccct.2010.5640434openalex-snapshot
Recognizing & interpreting Indian Sign Language gesture for Human Robot Interaction
inferredcites →https://doi.org/10.1109/iccids45674.2019openalex-snapshot
2019 International Conference on Computational Intelligence in Data Science (ICCIDS)
inferredcites →https://doi.org/10.1109/icenco17727.2010openalex-snapshot
2010 International Computer Engineering Conference (ICENCO)
inferredcites →https://doi.org/10.1109/iciccs41001.2017openalex-snapshot
2017 International Conference on Intelligent Computing and Control Systems (ICICCS)
inferredcites →https://doi.org/10.1109/icict38698.2016openalex-snapshot
2016 International Conference on Inventive Computation Technologies (ICICT)
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2019 International Conference on Issues and Challenges in Intelligent Computing Techniques (ICICT)
inferredcites →https://doi.org/10.1109/icspct33295.2014openalex-snapshot
2014 International Conference on Signal Propagation and Computer Technology (ICSPCT 2014)
inferredcites →https://doi.org/10.1109/isspa19604.2012openalex-snapshot
2012 11th International Conference on Information Science, Signal Processing and their Applications (ISSPA)
inferredcites →https://doi.org/10.1109/jsen.2016.2583542openalex-snapshot
Inertial Motion Sensing Glove for Sign Language Gesture Acquisition and Recognition
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/smarttechcon.2017.8358363openalex-snapshot
A effective communication solution for the hearing impaired persons: A novel approach using gesture and sentence formation
inferredcites →https://doi.org/10.1109/spaces42580.2018openalex-snapshot
2018 Conference on Signal Processing And Communication Engineering Systems (SPACES)
inferredcites →https://doi.org/10.1109/thms.2015.2406692openalex-snapshot
Glove-Based Continuous Arabic Sign Language Recognition in User-Dependent Mode
inferredcites →https://doi.org/10.1109/tpami.2008.123openalex-snapshot
Sign Language Recognition by Combining Statistical DTW and Independent Classification
inferredcites →https://doi.org/10.1109/tsmca.2006.886347openalex-snapshot
Large-Vocabulary Continuous Sign Language Recognition Based on Transition-Movement Models
inferredcites →https://doi.org/10.1109/tsmcc.2008.923862openalex-snapshot
A Survey of Glove-Based Systems and Their Applications
inferredcites →https://doi.org/10.1109/wacv31811.2014openalex-snapshot
IEEE Winter Conference on Applications of Computer Vision
inferredcites →https://doi.org/10.1145/2897735openalex-snapshot
Isolated Sign Language Recognition with Grassmann Covariance Matrices
inferredcites →https://doi.org/10.1145/3308561.3353774openalex-snapshot
Sign Language Recognition, Generation, and Translation
inferredcites →https://doi.org/10.1155/2016/6727806openalex-snapshot
Lower Order Krawtchouk Moment-Based Feature-Set for Hand Gesture Recognition
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Adaptive Mixtures of Probabilistic Transducers
inferredcites →https://doi.org/10.13176/11.626openalex-snapshot
Dynamic Hand Gesture Recognition for Sign Words and Novel Sentence Interpretation Algorithm for Indian Sign Language Using Microsoft Kinect Sensor
inferredcites →https://doi.org/10.1364/josa.70.000920openalex-snapshot
Image analysis via the general theory of moments*
inferredcites →https://doi.org/10.1609/aaai.v32i1.11903openalex-snapshot
Video-Based Sign Language Recognition Without Temporal Segmentation
inferredcites →https://doi.org/10.18178/ijmlc.2019.9.6.879openalex-snapshot
Static Sign Language Recognition Using Deep Learning
inferredcites →https://doi.org/10.21437/interspeech.2007-668openalex-snapshot
Speech recognition techniques for a sign language recognition system
inferredcites →https://doi.org/10.21817/ijet/2017/v9i3/170903s030openalex-snapshot
Indian Sign Language Recognition System
inferredcites →https://doi.org/10.3390/s18072208openalex-snapshot
A Review on Systems-Based Sensory Gloves for Sign Language Recognition State of the Art between 2007 and 2017
inferredcites →https://doi.org/10.35940/ijeat.f8124.088619openalex-snapshot
An Efficient Indian Sign Language Recognition System using Sift Descriptor
inferredcites →https://doi.org/10.4103/0256-4602.48467openalex-snapshot
Facial Expression Recognition from Global and a Combination of Local Features
inferredcites →https://doi.org/10.4103/0256-4602.60168openalex-snapshot
Gesture Recognition Based on Motion Inertial Sensors for Ubiquitous Interactive Game Contents
inferredcites →https://doi.org/10.4236/jsip.2012.33047openalex-snapshot
Real-Time Static Hand Gesture Recognition for American Sign Language (ASL) in Complex Background
inferredcites →https://doi.org/10.48550/arxiv.2310.17427openalex-snapshot
Handshape recognition for Argentinian Sign Language using ProbSom
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A comprehensive study on sign language recognition methods

What points at this work

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

inferred← citeshttps://doi.org/10.1007/978-3-032-05117-2_25openalex-snapshot
Odia Sign Language Detection for Deaf and Hard-Of-Hearing Community
inferred← citeshttps://doi.org/10.1007/978-3-032-15990-8_19openalex-snapshot
Isolated Sign Language Recognition in LIBRAS
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Khasi Sign Language Recognition Using Tailored Machine Learning Techniques
inferred← citeshttps://doi.org/10.1007/s11042-024-18583-4openalex-snapshot
RETRACTED ARTICLE: Sign language : a systematic review on classification and recognition
inferred← citeshttps://doi.org/10.1007/s11042-024-19068-0openalex-snapshot
Occlusion robust sign language recognition system for indian sign language using CNN and pose features
inferred← citeshttps://doi.org/10.1007/s11042-024-20384-8openalex-snapshot
RETRACTED ARTICLE: Word recognition from Indian Sign Language in videos using dual feature descriptor and GMT-MASKRCNN recognition technique
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A survey on sign language literature
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Framework for detecting and recognizing sign language using absolute pose estimation difference and deep learning
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Enhanced Deep Neural Network for Sign Language Recognition under Unconstrained Visual Context
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Advanced gesture recognition in Indian sign language using a synergistic combination of YOLOv10 with Swin Transformer model
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An integrative survey on Indian sign language recognition and translation
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A Systematic Review of Hand Gesture Recognition: An Update From 2018 to 2024
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Sign Language Interpreter for the Hearing and Speaking Impaired
inferred← citeshttps://doi.org/10.1109/csitss60515.2023.10334218openalex-snapshot
Hand Gesture Recognition Using MediaPipe and CNN for Indian Sign Language and Conversion to Speech Format for Indian Regional Languages
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Revolutionizing Communication: A Hybrid Deep Learning Framework for Enhanced Sign Language Recognition
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A Framework to Find Single Language Version Using Pattern Analysis in Mixed Script Queries
inferred← citeshttps://doi.org/10.1109/thms.2026.3695755openalex-snapshot
Deep Reinforcement Learning Empowered Sign Language Recognition for Enhanced Accessibility in Smart Home
inferred← citeshttps://doi.org/10.1109/tlt.2026.3721843openalex-snapshot
Exploring the Usability and User Experience of an AR- and AI-Powered Interactive Sign Language System: A Cross-Demographic Study
inferred← citeshttps://doi.org/10.1109/upcon59197.2023.10434355openalex-snapshot
Hill-Climbing Optimization for An Efficient Indian Sign Language Recognition System using a k-means Clustering Approach for Keyframe selection
inferred← citeshttps://doi.org/10.1145/3696593.3696602openalex-snapshot
Technology-Assisted Sign Language Learning for Elementary Schoolchildren - A Cross-Country Study
inferred← citeshttps://doi.org/10.2139/ssrn.5389831openalex-snapshot
Signdetectnet: A Lightweight Sign Language Detection Model with a New Benchmark Dataset for Indian Sign Gestures in Real-World Scenes
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KOMUNIKACJA W POLSKIM JĘZYKU MIGOWYM JAKO ELEMENT DOSTĘPNOŚCI INFORMACYJNOKOMUNIKACYJNEJ BANKÓW KOMERCYJNYCH W POLSCE
inferred← citeshttps://doi.org/10.4018/979-8-3693-6026-2.ch013openalex-snapshot
A Systematic Review of Indian Sign Language Detection Systems
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