Hand detection in American Sign Language depth data using domain-driven random forest regression

2015 ◽  
Author(s):  
Zahoor Zafrulla ◽  
Himanshu Sahni ◽  
Abdelkareem Bedri ◽  
Pavleen Thukral ◽  
Thad Starner
Keyword(s):  
Random Forest ◽  
American Sign Language ◽  
Sign Language ◽  
American Sign ◽  
Hand Detection ◽  
Random Forest Regression ◽  
Depth Data

scholarly journals Pengenalan ASL Menggunakan Metode Ekstraksi HOG dan Klasifikasi Random Forest

2021 ◽  
Vol 8 (2) ◽  
pp. 611-622
Author(s):  
Ningrum Larasati ◽  
Siska Devella ◽  
Muhammad Ezar Al Rivan
Keyword(s):  
Random Forest ◽  
American Sign Language ◽  
Sign Language ◽  
American Sign ◽  
Histogram Of Oriented Gradient

Bahasa isyarat memiliki banyak jenis salah satunya yaitu American Sign Language (ASL). Pada Penelitian ini digunakan citra handshape alfabet ASL yang diekstraksi menggunakan fitur Histogram of Oriented Gradient (HOG) selanjutnya fitur yang dihasilkan digunakan untuk klasifikasi Random Forest. Hasil pengujian menunjukan bahwa dengan menggunakan fitur HOG dan metode klasifikasi Random Forest untuk pengenalan ASL memberikan tingkat accuracy yang baik, dengan nilai accuracy overall sebesar 99.10%, nilai rata - rata accuracy per class 77.43%, nilai rata - rata precission 88.81%, dan nilai rata - rata recall 88.65% .

Spatial and temporal dynamics of lexico-semantic processing in American Sign Language

2011 ◽  
Author(s):  
M. Leonard ◽  
N. Ferjan Ramirez ◽  
C. Torres ◽  
M. Hatrak ◽  
R. Mayberry ◽  
...  
Keyword(s):  
American Sign Language ◽  
Sign Language ◽  
Semantic Processing ◽  
Temporal Dynamics ◽  
American Sign ◽  
Spatial And Temporal Dynamics

Patient Health Questionnaire-9--American Sign Language Version

2018 ◽  
Author(s):  
Leslie Pertz ◽  
Missy Plegue ◽  
Kathleen Diehl ◽  
Philip Zazove ◽  
Michael McKee
Keyword(s):  
American Sign Language ◽  
Sign Language ◽  
Patient Health Questionnaire ◽  
American Sign ◽  
Health Questionnaire ◽  
Language Version ◽  
Patient Health

scholarly journals Systematic Literature Review: American Sign Language Translator

2021 ◽  
Vol 179 ◽  
pp. 541-549
Author(s):  
Andra Ardiansyah ◽  
Brandon Hitoyoshi ◽  
Mario Halim ◽  
Novita Hanafiah ◽  
Aswin Wibisurya
Keyword(s):  
Literature Review ◽  
American Sign Language ◽  
Sign Language ◽  
Systematic Literature Review ◽  
American Sign
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