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Finding the best way to put media bias research into practice via an annotation app ...
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Audio-driven Character Animation
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In: Doctoral Dissertations (2021)
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Comparison of Machine Learning Models: Gesture Recognition Using a Multimodal Wrist Orthosis for Tetraplegics
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In: The Journal of Purdue Undergraduate Research (2020)
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Practical Natural Language Generation from Knowledge Graphs
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In: Embargoed Honors Theses, University of Nebraska-Lincoln (2019)
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The affordances of process-tracing technologies for supporting L2 writing instruction
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In: English Publications (2018)
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Augmented Reality in Foreign Language Education: A Review of Empirical Studies (增强现实技术在外语教学中的应用：文献综述性研究)
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In: World Languages and Cultures Publications (2018)
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| 7 |
Word Towers: Assessing Domain Knowledge with Non-Traditional Genres
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In: Ashish Amresh (2018)
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Developing a Bilingual, Computer-Tailored, HPV Vaccination Promotion Intervention Targeting Latino Parents
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In: Ashish Amresh (2018)
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Speech Emotion Recognition using Convolutional Neural Networks
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In: Computer Science and Engineering: Theses, Dissertations, and Student Research (2018)
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| 10 |
Potential of Dedicated Language Processing Units in Computer Voice Interaction
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In: Idaho Conference on Undergraduate Research (2017)
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| 11 |
Hand Gesture Recognition for Sign Language Transcription
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In: Boise State University Theses and Dissertations (2017)
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| 12 |
Radical Recognition in Off-Line Handwritten Chinese Characters Using Non-Negative Matrix Factorization
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In: Senior Projects Spring 2016 (2016)
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Abstract:
In the past decade, handwritten Chinese character recognition has received renewed interest with the emergence of touch screen devices. Other popular applications include on-line Chinese character dictionary look-up and visual translation in mobile phone applications. Due to the complex structure of Chinese characters, this classification task is not exactly an easy one, as it involves knowledge from mathematics, computer science, and linguistics. Given a large image database of handwritten character data, the goal of my senior project is to use Non-Negative Matrix Factorization (NMF), a recent method for finding a suitable representation (parts-based representation) of image data, to detect specific sub-components in Chinese characters. NMF has only been applied to typed (printed) Chinese characters in different fonts. This project focuses specifically on how well NMF works on handwritten characters. In addition, research in Chinese character classification has mainly been done using holistic approaches - treating each character as an inseparable unit. By using NMF, this project takes a different approach by focusing on a more specific problem in Chinese character classification: radical (sub-component) detection. Finally, a possible application of radical detection will be proposed. This interactive application can potentially help Chinese language learners better recognize characters by radicals.
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Keyword:
Applied Linguistics; Applied Mathematics; Applied Statistics; Artificial Intelligence and Robotics; Chinese Character Recognition; Computational Linguistics; Computer Sciences; Graphics and Human Computer Interfaces; Linguistics; Machine Learning; Non-Negative Matrix Factorization; Optical Character Recognition
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URL: https://digitalcommons.bard.edu/cgi/viewcontent.cgi?article=1176&context=senproj_s2016
https://digitalcommons.bard.edu/senproj_s2016/367
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| 13 |
Paralinguistic Speech Recognition: Classifying Emotion in Speech with Deep Learning Neural Networks
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In: Senior Projects Spring 2016 (2016)
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| 14 |
Developing a Bilingual, Computer-Tailored, HPV Vaccination Promotion Intervention Targeting Latino Parents
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In: Publications (2015)
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| 15 |
Misheard Me Oronyminator: Using Oronyms to Validate The Correctness of Frequency Dictionaries
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In: Master's Theses (2013)
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| 16 |
Two Studies on How a Typeface Congruent With Content Can Enhance Onscreen Communication
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In: Barbara S. Chaparro (2013)
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| 17 |
Is User-Validation Necessary for a Spanish Translation of the Microsoft Product Reaction Cards Tool?
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In: Barbara S. Chaparro (2013)
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| 18 |
An Examination of Presentation Strategies for Textual Data in Augmented Reality
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In: Department of Computer Graphics Technology Degree Theses (2013)
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| 19 |
Cognitive Activity Support Tools: Design of the Visual Interface
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In: Electronic Thesis and Dissertation Repository (2013)
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Detecting Multilingual Lines of Text with Fusion Moves
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In: Electronic Thesis and Dissertation Repository (2013)
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