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63. Free-Form Image Inpainting with Separable Gate Encoder-Decoder Network

Author

Nie, Liang, Yu, Wenxin, Zhang, Xuewen, Li, Siyuan, Chen, Shiyu, Zhang, Zhiqiang, Gong, Jun, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Mantoro, Teddy, editor, Lee, Minho, editor, Ayu, Media Anugerah, editor, Wong, Kok Wai, editor, and Hidayanto, Achmad Nizar, editor

Published
2021
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64. QS-Hyper: A Quality-Sensitive Hyper Network for the No-Reference Image Quality Assessment

Author

Zhang, Xuewen, Zhang, Yunye, Yu, Wenxin, Nie, Liang, Jiang, Ning, Gong, Jun, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Mantoro, Teddy, editor, Lee, Minho, editor, Ayu, Media Anugerah, editor, Wong, Kok Wai, editor, and Hidayanto, Achmad Nizar, editor

Published
2021
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65. Semi-supervised Learning with Conditional GANs for Blind Generated Image Quality Assessment

Author

Zhang, Xuewen, Zhang, Yunye, Yu, Wenxin, Nie, Liang, Zhang, Zhiqiang, Chen, Shiyu, Gong, Jun, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Mantoro, Teddy, editor, Lee, Minho, editor, Ayu, Media Anugerah, editor, Wong, Kok Wai, editor, and Hidayanto, Achmad Nizar, editor

Published
2021
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66. SCAN: Spatial and Channel Attention Normalization for Image Inpainting

Author

Chen, Shiyu, Yu, Wenxin, Nie, Liang, Zhang, Xuewen, Li, Siyuan, Zhang, Zhiqiang, Gong, Jun, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Mantoro, Teddy, editor, Lee, Minho, editor, Ayu, Media Anugerah, editor, Wong, Kok Wai, editor, and Hidayanto, Achmad Nizar, editor

Published
2021
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67. Progressive Inpainting Strategy with Partial Convolutions Generative Networks (PPCGN)

Author

Nie, Liang, Yu, Wenxin, Li, Siyuan, Zhang, Zhiqiang, Jiang, Ning, Zhang, Xuewen, Gong, Jun, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Mantoro, Teddy, editor, Lee, Minho, editor, Ayu, Media Anugerah, editor, Wong, Kok Wai, editor, and Hidayanto, Achmad Nizar, editor

Published
2021
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68. Consistent Knowledge Distillation Based on Siamese Networks

Author

Tang, Jialiang, Yang, Xiaoyan, Cheng, Xin, Jiang, Ning, Yu, Wenxin, Zhang, Peng, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Mantoro, Teddy, editor, Lee, Minho, editor, Ayu, Media Anugerah, editor, Wong, Kok Wai, editor, and Hidayanto, Achmad Nizar, editor

Published
2021
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69. Deep Learning Based Placement Acceleration for 3D-ICs

Author

Yu, Wenxin, Cheng, Xin, Zhang, Zhiqiang, Gong, Jun, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Mantoro, Teddy, editor, Lee, Minho, editor, Ayu, Media Anugerah, editor, Wong, Kok Wai, editor, and Hidayanto, Achmad Nizar, editor

Published
2021
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70. Using a Two-Stage GAN to Learn Image Degradation for Image Super-Resolution

Author

Cheng, Jiarui, Jiang, Ning, Tang, Jialiang, Deng, Xin, Yu, Wenxin, Zhang, Peng, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Mantoro, Teddy, editor, Lee, Minho, editor, Ayu, Media Anugerah, editor, Wong, Kok Wai, editor, and Hidayanto, Achmad Nizar, editor

Published
2021
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71. Transformer with Prior Language Knowledge for Image Captioning

Author

Yan, Daisong, Yu, Wenxin, Zhang, Zhiqiang, Gong, Jun, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Mantoro, Teddy, editor, Lee, Minho, editor, Ayu, Media Anugerah, editor, Wong, Kok Wai, editor, and Hidayanto, Achmad Nizar, editor

Published
2021
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72. Data-Free Knowledge Distillation with Positive-Unlabeled Learning

Author

Tang, Jialiang, Yang, Xiaoyan, Cheng, Xin, Jiang, Ning, Yu, Wenxin, Zhang, Peng, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Mantoro, Teddy, editor, Lee, Minho, editor, Ayu, Media Anugerah, editor, Wong, Kok Wai, editor, and Hidayanto, Achmad Nizar, editor

Published
2021
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73. Triplet Mapping for Continuously Knowledge Distillation

Author

Yang, Xiaoyan, Tang, Jialiang, Jiang, Ning, Yu, Wenxin, Zhang, Peng, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Mantoro, Teddy, editor, Lee, Minho, editor, Ayu, Media Anugerah, editor, Wong, Kok Wai, editor, and Hidayanto, Achmad Nizar, editor

Published
2021
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74. Improving Shallow Neural Networks via Local and Global Normalization

Author

Jiang, Ning, Tang, Jialiang, Yang, Xiaoyan, Yu, Wenxin, Zhang, Peng, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Mantoro, Teddy, editor, Lee, Minho, editor, Ayu, Media Anugerah, editor, Wong, Kok Wai, editor, and Hidayanto, Achmad Nizar, editor

Published
2021
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75. Attention-Based 3D ResNet for Detection of Alzheimer’s Disease Process

Author

Liu, Mingjin, Tang, Jialiang, Yu, Wenxin, Jiang, Ning, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Mantoro, Teddy, editor, Lee, Minho, editor, Ayu, Media Anugerah, editor, Wong, Kok Wai, editor, and Hidayanto, Achmad Nizar, editor

Published
2021
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76. Visualization of Microblog Keyword Data Based on 3D Interactive Word Cloud

Author

Zhang, Xuewen, Zhang, Zhiqiang, Yu, Wenxin, Zhang, Yunye, He, Gang, Jiang, Ning, Xu, Kang, Liu, Chang, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Meng, Hongying, editor, Lei, Tao, editor, Li, Maozhen, editor, Li, Kenli, editor, Xiong, Ning, editor, and Wang, Lipo, editor

Published
2021
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77. Edge Guided Loss in Image Inpainting

Author

Li, Siyuan, Lu, Lu, Xu, KePeng, Yu, Wenxin, Jiang, Ning, He, Gang, Xu, Kang, Liu, Chang, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Meng, Hongying, editor, Lei, Tao, editor, Li, Maozhen, editor, Li, Kenli, editor, Xiong, Ning, editor, and Wang, Lipo, editor

Published
2021
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78. A Progressive Image Inpainting Algorithm with a Mask Auto-update Branch

Author

Nie, Liang, Yu, Wenxin, Zhang, Xuewen, Li, Siyuan, Jiang, Ning, Zhang, Zhiqiang, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Farkaš, Igor, editor, Masulli, Paolo, editor, Otte, Sebastian, editor, and Wermter, Stefan, editor

Published
2021
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79. Local Feature Normalization

Author

Jiang, Ning, Tang, Jialiang, Yu, Wenxin, Zhou, Jinjia, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Qiu, Han, editor, Zhang, Cheng, editor, Fei, Zongming, editor, Qiu, Meikang, editor, and Kung, Sun-Yuan, editor

Published
2021
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81. Mechanism analysis and application of multi-dimensional single potential well stochastic resonance system.

Author

Xiao, Qiumei, Yu, Wenxin, and Liu, Meiting

Subjects
*POTENTIAL well, *STOCHASTIC resonance, *STOCHASTIC systems, *NOISE control, *SIGNAL processing, *SYSTEM dynamics
Abstract

Currently, the focus of stochastic resonance (SR) research is primarily on bistable systems, and classical bistable SR systems have the problems of low dimension, inconvenient parameter adjustment, and high threshold for SR effects. In this paper, based on the classic bistable system, a class of multi-dimensional single potential well SR systems without transition threshold is proposed and applied to signal processing. Firstly, the mechanism of double potential well SR and single potential well SR is studied. On this basis, a kind of multi-dimensional single potential well SR system is defined and its theoretical conditions are analyzed. Then a specific four-dimensional single potential well SR system is constructed, and the dynamics of the system is analyzed. The gain range and the approximate relationship between the system input and the four-dimensional output are derived. Finally, the four-dimensional single potential well SR system is applied to the processing of various signals. The experimental results show that the constructed system has good noise reduction and feature amplification effects on noisy signals through the advantages of multi-dimensional output, and can be used to highlight the fault feature frequency in bearing fault signals. [ABSTRACT FROM AUTHOR]

Published
2024
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82. Facial tightening using a novel vacuum‐assisted microneedle fractional radiofrequency system: A prospective, randomized, split‐face study.

Author

Liu, Ying, Yu, Wenxin, Zhu, Jiafang, Cen, Qingqing, Zhou, Lucia, Ma, Gang, Shang, Ying, Han, Yue, and Lin, Xiaoxi

Abstract

Background Objective Methods Results Conclusion The microneedle fractional radiofrequency system (MFRS) is able to rejuvenate facial appearance by heating and coagulating certain depth of skin tissue.To evaluate the safety and efficacy of a novel vacuum‐assisted MFRS for facial contour tightening.This prospective, randomized, split‐face study included 21 patients who underwent three treatments with a vacuum‐assisted MFRS at 1‐month intervals. Half of the face was treated with the MFRS; the other half was untreated (control). Facial volume changes and wrinkles were objectively measured using a three‐dimensional imaging system and VISIA‐CR.Volume changes of the treated midface were −0.24 ± 0.75, −0.59 ± 0.92, and −0.55 ± 0.65 mL at 1, 3, 6 months follow‐up; however, measurements of the control side were 0.08 ± 0.70, −0.08 ± 0.53, and − 0.10 ± 0.86 mL, indicating significant reductions (p < 0.05). The number of facial wrinkles on the treated side was significantly reduced to 12.44 ± 4.85 at 3 months and sustained at 6 months (11.11 ± 4.100) compared to the control side (14.89 ± 5.26 and 13.22 ± 4.44, respectively; p < 0.05). No long‐term side effects occurred.The vacuum‐assisted MFRS is safe and effective and is recommended for improving facial tightening and reducing wrinkles. This technology is sufficient to ensure the insertion depth, thus helping to improve the treatment accuracy and safety. The MFRS provides sustained effects for at least 6 months. [ABSTRACT FROM AUTHOR]

Published
2024
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83. Reliability analysis of helium pressure non-destructive testing method of the fuel rod

Author

HUANG Fan, ZHU Zhenan, CAO Hui, YU Wenxin, and MENG Xiaoyuan

Subjects
fuel rods, helium pressure, non-destructive testing, puncture manometry, reliability, Nuclear engineering. Atomic power, TK9001-9401
Abstract

BackgroundCurrently, the destructive puncture manometry method is used to measure helium pressure inside fuel rods. However, this method is expensive and does not guarantee 100% coverage. Hence the non-destructive testing (NDT) equipment is introduced for non-destructive measurement of helium pressure inside fuel rods.PurposeThis study aims to analyze the reliability of NDT testing method for the measurement of helium pressure inside fuel rods.MethodsThree standard rods with helium pressure values of 0.98 MPa, 1.76 MPa, 2.45 MPa, respectively, were selected for experimental test. The experimental fuel rods were first used to obtain the results comparison of heat transfer method and puncture manometry, then the control variates were employed to control the fuel rod temperature, the time interval of a single measurement, and the ambient temperature respectively, so as to determine influencing factors in the NDT method. Finally, reliability analysis of NDT method was performed according to experimental results.ResultsThe results of the NDT method are consistent with that of the puncture manometry method at a temperature range of 24~30 ºC with less than 0.05 MPa deviation. Minimum repeat measurement time interval for NDT measuring helium pressure of the same standard rod or fuel rod is 2 min.ConclusionsThe NDT method for measuring the helium pressure of fuel rods is reliable, and the measurement results are stable in different environmental conditions.

Published
2023
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94. Search-and-Train: Two-Stage Model Compression and Acceleration

Author

Jiang, Ning, Tang, Jialiang, Zhang, Zhiqiang, Yu, Wenxin, Deng, Xin, Zhou, Jinjia, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Yang, Haiqin, editor, Pasupa, Kitsuchart, editor, Leung, Andrew Chi-Sing, editor, Kwok, James T., editor, Chan, Jonathan H., editor, and King, Irwin, editor

Published
2020
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95. No-Reference Quality Assessment Based on Spatial Statistic for Generated Images

Author

Zhang, Yunye, Zhang, Xuewen, Zhang, Zhiqiang, Yu, Wenxin, Jiang, Ning, He, Gang, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Yang, Haiqin, editor, Pasupa, Kitsuchart, editor, Leung, Andrew Chi-Sing, editor, Kwok, James T., editor, Chan, Jonathan H., editor, and King, Irwin, editor

Published
2020
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96. LPI-Net: Lightweight Inpainting Network with Pyramidal Hierarchy

Author

Li, Siyuan, Lu, Lu, Xu, Kepeng, Yu, Wenxin, Jiang, Ning, Yang, Zhuo, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Yang, Haiqin, editor, Pasupa, Kitsuchart, editor, Leung, Andrew Chi-Sing, editor, Kwok, James T., editor, Chan, Jonathan H., editor, and King, Irwin, editor

Published
2020
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97. Deep Feature Compatibility for Generated Images Quality Assessment

Author

Zhang, Xuewen, Zhang, Yunye, Zhang, Zhiqiang, Yu, Wenxin, Jiang, Ning, He, Gang, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Yang, Haiqin, editor, Pasupa, Kitsuchart, editor, Leung, Andrew Chi-Sing, editor, Kwok, James T., editor, Chan, Jonathan H., editor, and King, Irwin, editor

Published
2020
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98. Customizable GAN: Customizable Image Synthesis Based on Adversarial Learning

Author

Zhang, Zhiqiang, Yu, Wenxin, Zhou, Jinjia, Zhang, Xuewen, Tang, Jialiang, Li, Siyuan, Jiang, Ning, He, Gang, Yang, Zhuo, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Yang, Haiqin, editor, Pasupa, Kitsuchart, editor, Leung, Andrew Chi-Sing, editor, Kwok, James T., editor, Chan, Jonathan H., editor, and King, Irwin, editor

Published
2020
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99. Dynamic Variance Analysis of One-Dimensional Signal in Gaussian Noise Based on Recursive Formula

Author

Yu, Lang, Wu, Wenqing, He, Gang, Yu, Wenxin, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Xhafa, Fatos, editor, Patnaik, Srikanta, editor, and Tavana, Madjid, editor

Published
2020
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100. A Method of Pointer Instrument Reading for Automatic Inspection

Author

Jiang, Ning, Tang, Jialiang, Zhang, Zhiqiang, Yu, Wenxin, Hu, Bin, He, Gang, Yang, Zhuo, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Xhafa, Fatos, editor, Patnaik, Srikanta, editor, and Tavana, Madjid, editor

Published
2020
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