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Clinical Linguistics & Phonetics Volume 30, 2016 - Issue 3-5: Insights from Ultrasound: Enhancing Our Understanding of Clinical Phonetics
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Articles

Robust contour tracking in ultrasound tongue image sequences

Kele XuFaculty of Engineering, Université Pierre et Marie Curie, Paris, France;Signal Processing and Machine Learning (SIGMA) Lab, ESPCI ParisTech, Paris, FranceCorrespondence[email protected]
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Yin YangElectrical and Computer Engineering Department, University of New Mexico, Albuquerque, New Mexico, USAView further author information
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Maureen StoneVocal Tract Visualization Lab, University of Maryland Dental School, Baltimore, Maryland, USAView further author information
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Aurore Jaumard-HakounFaculty of Engineering, Université Pierre et Marie Curie, Paris, France;Signal Processing and Machine Learning (SIGMA) Lab, ESPCI ParisTech, Paris, FranceView further author information
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Clémence LeboullengerFaculty of Engineering, Université Pierre et Marie Curie, Paris, France;Signal Processing and Machine Learning (SIGMA) Lab, ESPCI ParisTech, Paris, FranceView further author information
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Gérard DreyfusSignal Processing and Machine Learning (SIGMA) Lab, ESPCI ParisTech, Paris, FranceView further author information
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Pierre RousselSignal Processing and Machine Learning (SIGMA) Lab, ESPCI ParisTech, Paris, FranceView further author information
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Bruce DenbyCognitive Computing and Applications Lab, Tianjin University, Tianjin, ChinaView further author information
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Pages 313-327 | Received 15 Feb 2015, Accepted 17 Oct 2015, Published online: 20 Jan 2016

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Karyna Isaieva, Yves Laprie, Nicolas Turpault, Alexis Houssard, Jacques Felblinger & Pierre-André Vuissoz. (2020) Automatic Tongue Delineation from MRI Images with a Convolutional Neural Network Approach. Applied Artificial Intelligence 34:14, pages 1115-1123.
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Joanne Cleland, James M. Scobbie, Cornelia Heyde, Zoe Roxburgh & Alan A. Wrench. (2017) Covert contrast and covert errors in persistent velar fronting. Clinical Linguistics & Phonetics 31:1, pages 35-55.
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Articles from other publishers (21)

Khalid Al-hammuri, Fayez Gebali, Ilamparithi Thirumarai Chelvan & Awos Kanan. (2022) Tongue Contour Tracking and Segmentation in Lingual Ultrasound for Speech Recognition: A Review. Diagnostics 12:11, pages 2811.
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Guoyan Li, Jiahui Chen, Yi Liu & Jianguo Wei. (2022) wUnet: A new network used for ultrasonic tongue contour extraction. Speech Communication 141, pages 68-79.
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Vicky Mudeng, Minseok Kim & Se-woon Choe. (2022) Prospects of Structural Similarity Index for Medical Image Analysis. Applied Sciences 12:8, pages 3754.
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M. Hamed Mozaffari & Won-Sook Lee. (2021) Dilated Convolutional Neural Network for Tongue Segmentation in Real-time Ultrasound Video Data. Dilated Convolutional Neural Network for Tongue Segmentation in Real-time Ultrasound Video Data.
Arnaud Paris & Adel Hafiane. (2021) Shape constraint function for artery tracking in ultrasound images. Computerized Medical Imaging and Graphics 93, pages 101970.
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Aciel Eshky, Joanne Cleland, Manuel Sam Ribeiro, Eleanor Sugden, Korin Richmond & Steve Renals. (2021) Automatic audiovisual synchronisation for ultrasound tongue imaging. Speech Communication 132, pages 83-95.
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Ming Feng, Yin Wang, Kele Xu, Huaimin Wang & Bo Ding. (2021) Improving Ultrasound Tongue Contour Extraction Using U-Net and Shape Consistency-Based Regularizer. Improving Ultrasound Tongue Contour Extraction Using U-Net and Shape Consistency-Based Regularizer.
Hongcui Wang, Pierre Roussel & Bruce Denby. (2021) Improving ultrasound-based multimodal speech recognition with predictive features from representation learning. JASA Express Letters 1:1.
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Cyrel Ontimare Manlises, Jeng‐Wen Chen & Chih‐Chung Huang. (2020) Dynamic tongue area measurements in ultrasound images for adults with obstructive sleep apnea. Journal of Sleep Research 29:4.
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M. Hamed Mozaffari & Won-Sook Lee. (2020) Encoder-decoder CNN models for automatic tracking of tongue contours in real-time ultrasound data. Methods 179, pages 26-36.
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Enamundram M. V. Naga Karthik, Elham Karimi, Steven M. Lulich & Catherine Laporte. (2020) Automatic tongue surface extraction from three-dimensional ultrasound vocal tract images. The Journal of the Acoustical Society of America 147:3, pages 1623-1633.
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Fábio Barros, Ana Rita Valente, Luciana Albuquerque, Samuel Silva, António Teixeira & Catarina Oliveira. 2020. Image Analysis and Recognition. Image Analysis and Recognition 170 181 .
K. D. R. Kappert, M. J. A. van Alphen, L. E. Smeele, A. J. M. Balm & F. van der Heijden. (2019) Quantification of tongue mobility impairment using optical tracking in patients after receiving primary surgery or chemoradiation. PLOS ONE 14:8, pages e0221593.
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Chaojie Zhao, Peng Zhang, Jian Zhu, Chengrui Wu, Huaimin Wang & Kele Xu. (2019) Predicting Tongue Motion in Unlabeled Ultrasound Videos Using Convolutional Lstm Neural Networks. Predicting Tongue Motion in Unlabeled Ultrasound Videos Using Convolutional Lstm Neural Networks.
Enes Aslan & Yusuf Sinan Akgul. 2019. Pattern Recognition. Pattern Recognition 513 521 .
Yan Ji, Licheng Liu, Hongcui Wang, Zhilei Liu, Zhibin Niu & Bruce Denby. (2018) Updating the Silent Speech Challenge benchmark with deep learning. Speech Communication 98, pages 42-50.
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Catherine Laporte & Lucie Ménard. (2018) Multi-hypothesis tracking of the tongue surface in ultrasound video recordings of normal and impaired speech. Medical Image Analysis 44, pages 98-114.
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Chih-Yen Chien, Jeng-Wen Chen, Chun-Hsiang Chang & Chih-Chung Huang. (2017) Tracking Dynamic Tongue Motion in Ultrasound Images for Obstructive Sleep Apnea. Ultrasound in Medicine & Biology 43:12, pages 2791-2805.
Crossref
João Freitas, António Teixeira, Miguel Sales Dias & Samuel SilvaJoão Freitas, António Teixeira, Miguel Sales Dias & Samuel Silva. 2017. An Introduction to Silent Speech Interfaces. An Introduction to Silent Speech Interfaces 31 50 .
Kele Xu, Tamás Gábor Csapó, Pierre Roussel & Bruce Denby. (2016) A comparative study on the contour tracking algorithms in ultrasound tongue images with automatic re-initialization. The Journal of the Acoustical Society of America 139:5, pages EL154-EL160.
Crossref
Kele Xu, Yin Yang, Clemence Leboullenger, Pierre Roussel & Bruce Denby. (2016) Contour-based 3D tongue motion visualization using ultrasound image sequences. Contour-based 3D tongue motion visualization using ultrasound image sequences.

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