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Καταστολή ηχητικού θορύβου μέσω τεχνικών μηχανικής μάθησης ...
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Effect of Lexical-Semantic Cues during Real-Time Sentence Processing in Aphasia
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In: Brain Sciences; Volume 12; Issue 3; Pages: 312 (2022)
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Mesh Clustering and Reordering Based on Normal Locality for Efficient Rendering
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In: Symmetry; Volume 14; Issue 3; Pages: 466 (2022)
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Real-Time Hand Gesture Recognition Using Fine-Tuned Convolutional Neural Network
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In: Sensors; Volume 22; Issue 3; Pages: 706 (2022)
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Abstract:
Hand gesture recognition is one of the most effective modes of interaction between humans and computers due to being highly flexible and user-friendly. A real-time hand gesture recognition system should aim to develop a user-independent interface with high recognition performance. Nowadays, convolutional neural networks (CNNs) show high recognition rates in image classification problems. Due to the unavailability of large labeled image samples in static hand gesture images, it is a challenging task to train deep CNN networks such as AlexNet, VGG-16 and ResNet from scratch. Therefore, inspired by CNN performance, an end-to-end fine-tuning method of a pre-trained CNN model with score-level fusion technique is proposed here to recognize hand gestures in a dataset with a low number of gesture images. The effectiveness of the proposed technique is evaluated using leave-one-subject-out cross-validation (LOO CV) and regular CV tests on two benchmark datasets. A real-time American sign language (ASL) recognition system is developed and tested using the proposed technique.
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Keyword:
ASL; fine-tunning; hand gesture recognition; pre-trained CNN; real-time gesture recognition; score fusion
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URL: https://doi.org/10.3390/s22030706
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Articulation of geminate obstruents in the Ikema dialect of Miyako Ryukyuan: A real-time MRI analysis
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In: ISSN: 0025-1003 ; EISSN: 1475-3502 ; Journal of the International Phonetic Association ; https://hal.archives-ouvertes.fr/hal-03096154 ; Journal of the International Phonetic Association, Cambridge University Press (CUP), 2021, pp.1-25 ; https://www.cambridge.org/core/ (2021)
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Integration of Social Context vs. Linguistic Reference During Situated Language Processing ...
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«ПОЛЕВАЯ» ИДЕНТИФИКАЦИЯ ЧЕЛОВЕКА ... : «FIELDWORK» IDENTIFICATION OF A PERSON ...
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転置畳み込みニューラルネットワークを用いたrtMRIデータからの調音-音響変換
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In: https://ccd.ninjal.ac.jp/lrw2021.html (2021)
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口蓋3次元データの作成とWAVEでの発話計測実験への応用
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In: https://ccd.ninjal.ac.jp/lrw2021.html (2021)
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リアルタイムMRI動画データベースプロジェクトの概要と調音音声学への応用
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In: https://ccd.ninjal.ac.jp/lrw2021.html (2021)
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リアルタイムMRI調音動画データの閲覧および解析環境の開発
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In: https://ccd.ninjal.ac.jp/lrw2021.html (2021)
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リアルタイムMRI動画から抽出した声道の輪郭に基づく平均声道の基礎的検討
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In: https://ccd.ninjal.ac.jp/lrw2021.html (2021)
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Selection of Key Frames for 3D Reconstruction in Real Time
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In: Algorithms ; Volume 14 ; Issue 11 (2021)
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Soundpainting Sign Language: Possibilities and Connections with Tactileology
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In: Philosophies ; Volume 6 ; Issue 3 (2021)
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Integration of Social Context vs. Linguistic Reference During Situated Language Processing
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Referential vs. Non-referential World-Language Relations: How Do They Modulate Language Comprehension in 4 to 5-Year-Olds, Younger, and Older Adults?
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Calibrate to innovate: Community age vectors and the real time incrementation of language change
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Aging and Referential Communication: Insights from Interactions with Artificial Agents
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