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of 242
pro vyhledávání: '"Chen, Chih Chia"'
Combining high-level and low-level visual tasks is a common technique in the field of computer vision. This work integrates the technique of image super resolution to semantic segmentation for document image binarization. It demonstrates that using i
Externí odkaz:
http://arxiv.org/abs/2306.15218
Autor:
Ju, Rui-Yang, Lin, Yu-Shian, Chiang, Jen-Shiun, Chen, Chih-Chia, Chen, Wei-Han, Chien, Chun-Tse
To efficiently extract textual information from color degraded document images is a significant research area. The prolonged imperfect preservation of ancient documents has led to various types of degradation, such as page staining, paper yellowing,
Externí odkaz:
http://arxiv.org/abs/2305.17420
Autor:
Ju, Rui-Yang, Chen, Chih-Chia, Chiang, Jen-Shiun, Lin, Yu-Shian, Chen, Wei-Han, Chien, Chun-Tse
The Transformer-based method has demonstrated remarkable performance for image super-resolution in comparison to the method based on the convolutional neural networks (CNNs). However, using the self-attention mechanism like SwinIR (Image Restoration
Externí odkaz:
http://arxiv.org/abs/2303.09190
Autor:
Ju, Rui-Yang, Lin, Yu-Shian, Jin, Yanlin, Chen, Chih-Chia, Chien, Chun-Tse, Chiang, Jen-Shiun
The efficient extraction of text information from the background in degraded color document images is an important challenge in the preservation of ancient manuscripts. The imperfect preservation of ancient manuscripts has led to different types of d
Externí odkaz:
http://arxiv.org/abs/2211.16098
Convolutional Neural Networks (CNN) increase depth by stacking convolutional layers, and deeper network models perform better in image recognition. Empirical research shows that simply stacking convolutional layers does not make the network train bet
Externí odkaz:
http://arxiv.org/abs/2208.01424
Publikováno v:
In Chemical Engineering Journal 1 January 2025 503
Autor:
Ju, Rui-Yang a, Lin, Yu-Shian b, Jin, Yanlin c, Chen, Chih-Chia b, Chien, Chun-Tse b, Chiang, Jen-Shiun b, ⁎
Publikováno v:
In Knowledge-Based Systems 25 November 2024 304
Autor:
Chen, Chih-Chia (JJ)1 (AUTHOR) chia-chia-chen@uiowa.edu, Stubbington, Kelly2 (AUTHOR), Lim, Soyoun3 (AUTHOR), Pan, Chien-Yu4 (AUTHOR)
Publikováno v:
Journal of American College Health. Oct2024, p1-8. 8p. 3 Illustrations.
Autor:
Yang, Shang-Shian, Lai, Hong-Lin, Chen, Chih-Chia, Lu, Shao-Tse, Dai, Yu-Min, Cheng, Wen-Cheng, Fuh, Yiin-Kuen, Li, Tomi T.
Publikováno v:
In Journal of Materials Research and Technology May-June 2024 30:2754-2767
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