Search Results - Computer vision. Hand Pattern recognition system. Image processing. American Sign Language.

Sign language recognition using the fusion of image and hand landmarks through multi-headed convolutional neural network

Authors: Refat Khan Pathan Munmun Biswas Suraiya Yasmin et al.

Source: Scientific reports. 13(1)

Subject Terms: Cross-View Recognition, Artificial neural network, Artificial intelligence, Gesture Recognition, Biomedical Engineering, Social Sciences, Overfitting, Convolutional neural network, Speech recognition, FOS: Medical engineering, Pattern recognition (psychology), Mathematical analysis, Dropout (neural networks), Sign Language, American Sign Language, Engineering, Image processing, Artificial Intelligence, Machine learning, Image Processing, Computer-Assisted, Developmental and Educational Psychology, Image (mathematics), FOS: Mathematics, Humans, Psychology, Sign language, Language Acquisition, Deep learning, Linguistics, Hand, Computer science, FOS: Philosophy, ethics and religion, Human-Computer Interaction, FOS: Psychology, Gait Recognition for Human Identification, Continuous Recognition, Philosophy, Gesture Recognition in Human-Computer Interaction, Sign (mathematics), Computer Science, Physical Sciences, FOS: Languages and literature, Acquisition and Development of Sign Language, Computer vision, Neural Networks, Computer, Mathematics

Access URL: https://pubmed.ncbi.nlm.nih.gov/37813932

Recognition of American Sign Language Using Modified Deep Residual CNN with Modified Canny Edge Segmentation

Authors: N. Noor Alleema S. Babeetha P. Santhosh Kumar et al.

Source: SSRN Electronic Journal.

Subject Terms: Artificial intelligence, Social Sciences, Pattern recognition (psychology), Sign Language, Gesture, Engineering, Segmentation, Developmental and Educational Psychology, Psychology, Edge detection, Image segmentation, FOS: Philosophy, ethics and religion, Enhanced Data Rates for GSM Evolution, FOS: Psychology, Algorithm, Continuous Recognition, Gesture Recognition in Human-Computer Interaction, Sign (mathematics), Residual, Physical Sciences, Cross-View Recognition, Gesture Recognition, Biomedical Engineering, Canny edge detector, Convolutional neural network, Speech recognition, FOS: Medical engineering, Mathematical analysis, Gesture recognition, American Sign Language, Image processing, FOS: Mathematics, Image (mathematics), Eye Tracking in Human-Computer Interaction, Sign language, Preprocessor, Language Acquisition, Deep learning, Linguistics, Computer science, Human-Computer Interaction, Gait Recognition for Human Identification, Philosophy, Head Gesture Recognition, Computer Science, FOS: Languages and literature, Acquisition and Development of Sign Language, Computer vision, Classifier (UML), Mathematics

Development of a Pattern Recognition System for Interpreting Sign Language Using Convolutional Neural Network.

Authors: Mahmud, H. O. Ayinla, S. L. Jimoh-Mahmud, A. O. et al.

Source: Nigerian Journal of Technological Development; Mar2025, Vol. 22 Issue 1, p193-200, 8p

Subject Terms: CONVOLUTIONAL neural networks, PATTERN recognition systems, MACHINE learning, AMERICAN Sign Language, COMPUTER vision, AUTOMATIC speech recognition

Visual Recognition of American Sign Language Using Hidden Markov Models.

Authors: Starner, Thad E. MASSACHUSETTS INST OF TECH CAMBRIDGE DEPT OF BRAIN AND COGNITIVE SCIENCES

Contributors: Starner, Thad E. MASSACHUSETTS INST OF TECH CAMBRIDGE DEPT OF BRAIN AND COGNITIVE SCIENCES

Source: DTIC AND NTIS

Subject Terms: Cybernetics, IMAGE PROCESSING, PATTERN RECOGNITION, COMPUTER VISION, MARKOV PROCESSES, DATA BASES, MATHEMATICAL MODELS, ALGORITHMS, REAL TIME, THESES, SPEECH RECOGNITION, VISUAL PERCEPTION, WORD RECOGNITION, CUES(STIMULI), AMERICAN SIGN LANGUAGE, GESTURE RECOGNITION SYSTEM

File Description: text/html

Relation: http://www.dtic.mil/docs/citations/ADA344219

Availability: http://www.dtic.mil/docs/citations/ADA344219
http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA344219

RECOGNITION OF ACCESSIBILITY FEATURES USING CNN.

Authors: Tailor, Jignesh Tibarewala, Siddhika Shah, Mithil et al.

Source: International Journal of Advanced Research in Computer Science; Jan/Feb2020, Vol. 11 Issue 1, p4-7, 4p

Subject Terms: ARTIFICIAL neural networks, AMERICAN Sign Language, SIGN language, IMAGE processing, OBJECT recognition (Computer vision)

Geographic Terms: AMERICA

A multicamera system for gesture tracking with three dimensional hand pose estimation

Authors: Clark, Evan M.

Source: Link to online version.

Subject Terms: Computer vision. Hand Pattern recognition systems. Image processing. American Sign Language.

Availability: https://ritdml.rit.edu/dspace/handle/1850/1909

American Sign Language Words Recognition of Skeletal Videos Using Processed Video Driven Multi-Stacked Deep LSTM

Authors: Sunusi Bala Abdullahi Kosin Chamnongthai

Source: Sensors (Basel)
Sensors, Vol 22, Iss 4, p 1406 (2022)
Sensors; Volume 22; Issue 4; Pages: 1406

Subject Terms: Gestures, bidirectional long short-term memory, Chemical technology, deep learning, Recognition, Psychology, TP1-1185, 02 engineering and technology, Hand, American sign language words, computer vision, Article, Pattern Recognition, Automated, Motion, Sign Language, 0202 electrical engineering, electronic engineering, information engineering, Humans, leap motion controller sensor, dynamic hand gestures, sign language recognition, ubiquitous system, video processing, Algorithms

File Description: application/pdf

Access URL: https://www.mdpi.com/1424-8220/22/4/1406/pdf
https://pubmed.ncbi.nlm.nih.gov/35214309
https://doaj.org/article/4ea86ea4bb364c02a7c7dc535252d79c

Intelligent real-life key-pixel image detection system for early Arabic sign language learners

Authors: Faten S. Alamri Amjad Rehman Sunusi Bala Abdullahi et al.

Source: PeerJ Comput Sci
PeerJ Computer Science, Vol 10, p e2063 (2024)

Subject Terms: Artificial intelligence, Cognitive Neuroscience, Feature (linguistics), Gesture Recognition, Social Sciences, 02 engineering and technology, Mathematical analysis, Sign Language, Pattern recognition, Developmental and Educational Psychology, FOS: Mathematics, 0202 electrical engineering, electronic engineering, information engineering, Psychology, Sign language, 10. No inequality, Language Acquisition, Hand gestures, Natural language processing, 4. Education, Life Sciences, Sign language detection, Linguistics, QA75.5-76.95, Computer science, Tactile Perception and Cross-modal Plasticity, FOS: Philosophy, ethics and religion, Human-Computer Interaction, FOS: Psychology, Continuous Recognition, Philosophy, Gesture Recognition in Human-Computer Interaction, Electronic computers. Computer science, Sign (mathematics), Computer Science, Physical Sciences, FOS: Languages and literature, Computer vision, Acquisition and Development of Sign Language, Pixel, Early sign language learning, Mathematics, End-to-end deep neural network, Neuroscience

Access URL: https://pubmed.ncbi.nlm.nih.gov/38983191
https://doaj.org/article/e8da1ef1a3544bcaaaf942a561c9cfd9

Arabic Sign Language Recognition System for Alphabets Using Machine Learning Techniques.

Authors: Tharwat, Gamal Ahmed, Abdelmoty M. Bouallegue, Belgacem

Source: Journal of Electrical & Computer Engineering; 10/25/2021, p1-17, 17p

Subject Terms: PATTERN recognition systems, FEATURE extraction, SIGN language, MACHINE learning, ARABIC language, COMPUTER vision, SURGICAL gloves

Reviews & Products: QUR'AN

Radar-Based Recognition of Static Hand Gestures in American Sign Language

Authors: Schuessler, Christian Zhang, Wenxuan Bräunig, Johanna et al.

Source: 2024 IEEE Radar Conference (RadarConf24). :1-6

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2402.12800

Sign Language Recognition System Simulated for Video Captured with Smart Phone Front Camera.

Authors: Rao, G. Ananth Kishore, P. V. V.

Source: International Journal of Electrical & Computer Engineering (2088-8708); Oct2016, Vol. 6 Issue 5, p2176-2187, 12p

Subject Terms: SIGN language, PATTERN recognition systems, IMAGE recognition (Computer vision), SMARTPHONES, CAMERA phones

STUDY OF VISION BASED HAND GESTURE RECOGNITION USING INDIAN SIGN LANGUAGE.

Authors: Ghotkar, Archana S. Kharate, Dr. Gajanan K.

Source: International Journal on Smart Sensing & Intelligent Systems; Mar2014, Vol. 7 Issue 1, p96-115, 20p

Subject Terms: HUMAN activity recognition, INDOPAKISTAN Sign Language, HUMAN-computer interaction, COMPARATIVE studies, COMPUTER vision

Efficient sign language recognition system and dataset creation method based on deep learning and image processing

Authors: Lucas de Brito Silva Denis H. P. Salvadeo Alvaro Leandro Cavalcante Carneiro

Source: Thirteenth International Conference on Digital Image Processing (ICDIP 2021). :56

Subject Terms: I.2, FOS: Computer and information sciences, Computer Science - Machine Learning, I.4, I.5, Computer Vision and Pattern Recognition (cs.CV), Computer Science - Computer Vision and Pattern Recognition, Computer Science - Human-Computer Interaction, Human-Computer Interaction (cs.HC), Machine Learning (cs.LG)

Access URL: http://arxiv.org/abs/2103.12233
https://dblp.uni-trier.de/db/journals/corr/corr2103.html#abs-2103-12233

DCA-based unimodal feature-level fusion of orthogonal moments for Indian sign language dataset.

Authors: Joshi, Garima Vig, Renu Singh, Sukhwinder

Source: IET Computer Vision (Wiley-Blackwell); 2018, Vol. 12 Issue 5, p570-577, 8p

Subject Terms: SIGN language, PATTERN recognition systems, COMPUTER vision, FEATURE extraction, IMAGE processing

Using Deep Learning Technology for Real-Time Sign Language Detection and Recognition at Public Libraries in Egypt : An Experimental Study.

Alternate Title: تطبيق تقنية التعلم العميق للتعرف على لغة اإلشارة يف الوقت الفعلي داخل املكتبات العامة املصرية : دراسة جتريبية. (Arabic)

Authors: Elnasharty, Mo'men S.

Source: Scientific Journal of Library, Archives & Information (SJLAI); 2024, Vol. 6 Issue 17, p1-15, 15p

Subject Terms: SIGN language, DEEP learning, AMERICAN Sign Language, PUBLIC libraries, COMPUTER vision, IMAGE recognition (Computer vision)

Dynamic Sign Language Recognition for Smart Home Interactive Application Using Stochastic Linear Formal Grammar.

Authors: Abid, Muhammad Rizwan Petriu, Emil M. Amjadian, Ehsan

Source: IEEE Transactions on Instrumentation & Measurement. Mar2015, Vol. 64 Issue 3, p596-605. 10p.

Subject Terms: *SIGN language, *IMAGE recognition (Computer vision), *HOME wireless technology, *IMAGE processing, *SUPPORT vector machines

Design and Development of Tamil Sign Alphabets using Image Processing with Right Hand Palm to Aid Deaf-Dumb People.

Authors: Rajam, P. Subha Balakrishnan, G.

Source: IETE Journal of Research. Nov/Dec2013, Vol. 59 Issue 6, p709-718. 10p.

Subject Terms: *TAMIL language, *COMPUTER vision, *HUMAN-computer interaction, *DEAF people, *BINARY principle (Linguistics), *SIGNAL detection

American Sign Language Words Recognition Using Spatio-Temporal Prosodic and Angle Features: A Sequential Learning Approach

Authors: Sunusi Bala Abdullahi Kosin Chamnongthai

Source: IEEE Access, Vol 10, Pp 15911-15923 (2022)

Subject Terms: Artificial intelligence, Support vector machine, Social Sciences, 02 engineering and technology, Pattern recognition (psychology), Term (time), Sign Language, Gesture, Developmental and Educational Psychology, 0202 electrical engineering, electronic engineering, information engineering, Psychology, Similarity (geometry), Spatiotemporal Features, orientation angles, Motion (physics), Physics, hand gesture recognition, FOS: Philosophy, ethics and religion, Programming language, FOS: Psychology, Gesture Recognition in Human-Computer Interaction, Human Action Recognition and Pose Estimation, Sign (mathematics), Physical Sciences, Electrical engineering. Electronics. Nuclear engineering, Computer Vision and Pattern Recognition, Data set, Gesture Recognition, Set (abstract data type), Speech recognition, Mathematical analysis, Quantum mechanics, Gesture recognition, Image (mathematics), FOS: Mathematics, American sign language, Sign language, Encoding (memory), Language Acquisition, deep learning, Linguistics, fast fisher vector, Computer science, TK1-9971, Human-Computer Interaction, Philosophy, Action Recognition, leap motion controller, Computer Science, FOS: Languages and literature, Acquisition and Development of Sign Language, Mathematics

Access URL: https://ieeexplore.ieee.org/ielx7/6287639/6514899/09702061.pdf
https://doaj.org/article/9e25eb4013d84d1cae533155329be581

Dynamic gesture recognition using hand pose-based neural networks for sign language interpretation.

Authors: Sharma, Vaidehi Sood, Nehil Jaiswal, Mohita et al.

Source: Universal Access in the Information Society; Jun2025, Vol. 24 Issue 2, p1673-1685, 13p

Subject Terms: LONG short-term memory, ARTIFICIAL intelligence, SIGN language, COMPUTER vision, IMAGE processing

ASL Recognition by the Layered Learning Model Using Clustered Groups.

Authors: Jungsoo Shin Jaehee Jung

Source: Computer Systems Science & Engineering; 2023, Vol. 45 Issue 1, p51-68, 18p

Subject Terms: AMERICAN Sign Language, DEEP learning, IMAGE processing, IMAGE recognition (Computer vision), ACCURACY