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Hits 1 – 20 of 28
1
Face Biometric Spoof Detection Method Using a Remote Photoplethysmography Signal
Seung-Hyun Kim; Su-Min Jeon; Eui Chul Lee
In: Sensors; Volume 22; Issue 8; Pages: 3070 (2022)
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2
Automatic Classification Framework of Tongue Feature Based on Convolutional Neural Networks
Jiawei Li; Zhidong Zhang; Xiaolong Zhu; Yunlong Zhao; Yuhang Ma; Junbin Zang; Bo Li; Xiyuan Cao; Chenyang Xue
In: Micromachines; Volume 13; Issue 4; Pages: 501 (2022)
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3
Bangla Sign Language (BdSL) Alphabets and Numerals Classification Using a Deep Learning Model
Kanchon Kanti Podder; Muhammad E. H. Chowdhury; Anas M. Tahir; Zaid Bin Mahbub; Amith Khandakar; Md Shafayet Hossain; Muhammad Abdul Kadir
In: Sensors; Volume 22; Issue 2; Pages: 574 (2022)
Abstract:
A real-time Bangla Sign Language interpreter can enable more than 200 k hearing and speech-impaired people to the mainstream workforce in Bangladesh. Bangla Sign Language (BdSL) recognition and detection is a challenging topic in computer vision and deep learning research because sign language recognition accuracy may vary on the skin tone, hand orientation, and background. This research has used deep machine learning models for accurate and reliable BdSL Alphabets and Numerals using two well-suited and robust datasets. The dataset prepared in this study comprises of the largest image database for BdSL Alphabets and Numerals in order to reduce inter-class similarity while dealing with diverse image data, which comprises various backgrounds and skin tones. The papers compared classification with and without background images to determine the best working model for BdSL Alphabets and Numerals interpretation. The CNN model trained with the images that had a background was found to be more effective than without background. The hand detection portion in the segmentation approach must be more accurate in the hand detection process to boost the overall accuracy in the sign recognition. It was found that ResNet18 performed best with 99.99% accuracy, precision, F1 score, sensitivity, and 100% specificity, which outperforms the works in the literature for BdSL Alphabets and Numerals recognition. This dataset is made publicly available for researchers to support and encourage further research on Bangla Sign Language Interpretation so that the hearing and speech-impaired individuals can benefit from this research.
Keyword:
alphabets and numerals
;
bangla sign language
;
classification
;
convolutional neural network
;
semantic segmentation
URL:
https://doi.org/10.3390/s22020574
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4
TASE: Task-Aware Speech Enhancement for Wake-Up Word Detection in Voice Assistants
Guillermo Cámbara; Fernando López; David Bonet; Pablo Gómez; Carlos Segura; Mireia Farrús; Jordi Luque
In: Applied Sciences; Volume 12; Issue 4; Pages: 1974 (2022)
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5
Comparing Encoder-Decoder Architectures for Neural Machine Translation: A Challenge Set Approach ...
Doan, Coraline
. - : Université d'Ottawa / University of Ottawa, 2021
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6
Keyword Detection Based on RetinaNet and Transfer Learning for Personal Information Protection in Document Images
Guo-Shiang Lin
;
Jia-Cheng Tu
;
Jen-Yung Lin
In: Applied Sciences ; Volume 11 ; Issue 20 (2021)
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7
Artificial Intelligence in Capsule Endoscopy: A Practical Guide to Its Past and Future Challenges
Sang Hoon Kim
;
Yun Jeong Lim
In: Diagnostics ; Volume 11 ; Issue 9 (2021)
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8
A New Deep Learning-Based Methodology for Video Deepfake Detection Using XGBoost
Aya Ismail
;
Marwa Elpeltagy
;
Mervat S. Zaki
...
In: Sensors ; Volume 21 ; Issue 16 (2021)
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9
Deep Learning Based Air-Writing Recognition with the Choice of Proper Interpolation Technique
Fuad Al Abir; Md. Al Siam; Abu Sayeed; Md. Al Mehedi Hasan; Jungpil Shin
In: Sensors; Volume 21; Issue 24; Pages: 8407 (2021)
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10
Cardiovascular Disease Recognition Based on Heartbeat Segmentation and Selection Process
Mehrez Boulares
;
Reem Alotaibi
;
Amal AlMansour
...
In: International Journal of Environmental Research and Public Health ; Volume 18 ; Issue 20 (2021)
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11
Robust 3D Face Reconstruction Using One/Two Facial Images
Ola Lium
;
Yong Bin Kwon
;
Antonios Danelakis
...
In: Journal of Imaging ; Volume 7 ; Issue 9 (2021)
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12
Dynamic gesture classification of American Sign Language using deep learning
Vaghasiya, Devina
. - : Laurentian University of Sudbury, 2021
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13
Comparing Encoder-Decoder Architectures for Neural Machine Translation: A Challenge Set Approach
Doan, Coraline
. - : Université d'Ottawa / University of Ottawa, 2021
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14
СПОСОБ ПОЛУЧЕНИЯ ИНФОРМАЦИИ ОБ ОБЪЕКТЕ НА ОСНОВЕ АНАЛИЗА ЕГО ИЗОБРАЖЕНИЙ ... : THE CHOICE OF THE METHOD OF OBTAINING INFORMATION ABOUT THE OBJECT BASED ON THE ANALYSIS OF ITS IMAGES ...
Локтев, Даниил Алексеевич
;
Локтев, Алексей Алексеевич
. - : Институт проблем управления им. В. А. Трапезникова РАН, 2020
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15
A Deep Neural Network-Based Model for Named Entity Recognition for Hindi Language
Sharma, Richa
;
Agarwal, Basant
;
Khan, Mohammad S.
...
In: ETSU Faculty Works (2020)
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16
Automatic Language Identification Using Speech Rhythm Features for Multi-Lingual Speech Recognition
Hwamin Kim
;
Jeong-Sik Park
In: Applied Sciences ; Volume 10 ; Issue 7 (2020)
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17
An Improved Approach for Text Sentiment Classification Based on a Deep Neural Network via a Sentiment Attention Mechanism
Li
;
Liu
;
Zhang
In: Future Internet ; Volume 11 ; Issue 4 (2019)
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18
Tooth-Marked Tongue Recognition Using Gradient-Weighted Class Activation Maps
Yue Sun
;
Songmin Dai
;
Jide Li
...
In: Future Internet ; Volume 11 ; Issue 2 (2019)
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19
An Optimized Abstractive Text Summarization Model Using Peephole Convolutional LSTM
Rahman
;
Siddiqui
In: Symmetry ; Volume 11 ; Issue 10 (2019)
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20
Identification Technology of Grid Monitoring Alarm Event Based on Natural Language Processing and Deep Learning in China
Bai
;
Sun
;
Zang
...
In: Energies ; Volume 12 ; Issue 17 (2019)
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