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检索条件"主题词=Encoder-decoder network"
180 条 记 录,以下是121-130 订阅
排序:
MULTIPLE AUXILIARY networkS FOR SINGLE BLIND IMAGE DEBLURRING
MULTIPLE AUXILIARY NETWORKS FOR SINGLE BLIND IMAGE DEBLURRIN...
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IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
作者: Li, Chen Wang, Qi Liu, Shaoteng Li, Xuelong Northwestern Polytech Univ Sch Elect & Informat Xian 710072 Shaanxi Peoples R China Northwestern Polytech Univ Sch Artificial Intelligence Opt & Elect iOPEN Xian 710072 Shaanxi Peoples R China
Single blind image deblurring caused by a combination of multiple factors has been one of the most challenging visual tasks. Recently, many essential methods of this task are based on deep learning networks and have a... 详细信息
来源: 评论
DOES SPEECH ENHANCEMENTWORK WITH END-TO-END ASR OBJECTIVES?: EXPERIMENTAL ANALYSIS OF MULTICHANNEL END-TO-END ASR
DOES SPEECH ENHANCEMENTWORK WITH END-TO-END ASR OBJECTIVES?:...
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27th IEEE International Workshop on Machine Learning for Signal Processing (MLSP)
作者: Ochiai, Tsubasa Watanabe, Shinji Katagiri, Shigeru Doshisha Univ Kyoto Japan Mitsubishi Elect Res Labs Amagasaki Hyogo Japan
Recently we proposed a novel multichannel end-to-end speech recognition architecture that integrates the components of multichannel speech enhancement and speech recognition into a single neural-network-based architec... 详细信息
来源: 评论
Semantic Segmentation on Multi-Spectral Images  29
Semantic Segmentation on Multi-Spectral Images
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29th IEEE Conference on Signal Processing and Communications Applications (SIU)
作者: Aslantas, Veysel Toprak, Ahmet Nusret Elmaci, Mehmet Erciyes Univ Bilgisayar Muhendisligi Bolumu Kayseri Turkey
Semantic segmentation is considered to be one of the basic steps in understanding image content. For semantic segmentation, if multi-spectral images are used together with color images, more successful results are obt... 详细信息
来源: 评论
A Two-Stage Cascade Model with Variational Autoencoders and Attention Gates for MRI Brain Tumor Segmentation  6th
A Two-Stage Cascade Model with Variational Autoencoders and ...
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6th International MICCAI Brain-Lesion Workshop (BrainLes)
作者: Lyu, Chenggang Shu, Hai NYU Dept Biostat Sch Global Publ Hlth New York NY 10003 USA
Automatic MRI brain tumor segmentation is of vital importance for the disease diagnosis, monitoring, and treatment planning. In this paper, we propose a two-stage encoder-decoder based model for brain tumor subregiona... 详细信息
来源: 评论
GENERATING AESTHETIC BASED CRITIQUE FOR PHOTOGRAPHS
GENERATING AESTHETIC BASED CRITIQUE FOR PHOTOGRAPHS
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IEEE International Conference on Image Processing (ICIP)
作者: Yeo, Yong-Yaw See, John Wong, Lai-Kuan Goh, Hui-Ngo Multimedia Univ Fac Comp & Informat Cyberjaya Malaysia Heriot Watt Univ Sch Math & Comp Sci Putrajaya Malaysia
The recent surge in deep learning methods across multiple modalities has resulted in an increased interest in image captioning. Most advances in image captioning are still focused on the generation of factual-centric ... 详细信息
来源: 评论
DEEP IMAGE DEBLURRING USING LOCAL CORRELATION BLOCK
DEEP IMAGE DEBLURRING USING LOCAL CORRELATION BLOCK
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IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP)
作者: Su, Wei Yuan, Yuan Wang, Qi Northwestern Polytech Univ Sch Comp Sci Xian 710072 Shaanxi Peoples R China Northwestern Polytech Univ Ctr Opt IMagery Anal & Learning Optimal Xian 710072 Shaanxi Peoples R China
Dynamic scene deblurring is a challenging problem due to the various blurry source. Many deep learning based approaches try to train end-to-end deblurring networks, and achieve successful performance. However, the arc... 详细信息
来源: 评论
Detection of black box signal based on encoder-decoder fully convolutional networks
Detection of black box signal based on encoder-decoder fully...
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Global OCEANS Singapore - U.S. Gulf Coast Conference
作者: Ji, Huazhong Zhou, Jie Pan, Xiang Zhejiang Univ Coll Informat Sci & Elect Engn Hangzhou 310027 Peoples R China Hangzhou Dianzi Univ Coll Mat & Environm Engn Hangzhou 310018 Peoples R China
As a logger of aircraft data, the black box is the most reliable and effective means of identifying the cause of an accident after an aircraft crash. An underwater acoustic beacon was installed in the black box to dea... 详细信息
来源: 评论
TCRNET: MAKE TRANSFORMER, CNN AND RNN COMPLEMENT EACH OTHER  47
TCRNET: MAKE TRANSFORMER, CNN AND RNN COMPLEMENT EACH OTHER
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47th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
作者: Shan, Xinxin Ma, Tai Gu, Anqi Cai, Haibin Wen, Ying East China Normal Univ Sch Commun & Elect Engn Shanghai Peoples R China East China Normal Univ Sch Comp Sci & Technol Shanghai Peoples R China East China Normal Univ Software Engn Inst Shanghai Peoples R China
Recently, several Transformer-based methods have been presented to improve image segmentation. However, since Transformer needs regular square images and has difficulty in obtaining local feature information, the perf... 详细信息
来源: 评论
REDUCED ORDER MODEL FOR UNSTEADY FLUID FLOWS VIA RECURRENT NEURAL networkS  38
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38th ASME International Conference on Ocean, Offshore and Arctic Engineering (OMAE 2019)
作者: Reddy, Sandeep B. Magee, Allan Ross Jaiman, Rajeev K. Liu, J. Xu, W. Choudhary, A. Hussain, A. A. Natl Univ Singapore Dept Civil & Environm Engn Keppel NUS Corp Lab Singapore Singapore Natl Univ Singapore Dept Mech Engn Singapore Singapore Keppel Offshore & Marine Technol Ctr Keppel Offsh 50 GUL RD Singapore Singapore
In this paper, we present a data-driven approach to construct a reduced-order model (ROM) for the unsteady flow field and fluid-structure interaction. This proposed approach relies on (i) a projection of the high-dime... 详细信息
来源: 评论
encoder-decoder-based image transformation approach for integrating precipitation forecasts  13
Encoder-decoder-based image transformation approach for inte...
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13th Asian Conference on Machine Learning (ACML)
作者: Hachiya, Hirotaka Masumoto, Yusuke Mori, Yuki Ueda, Naonori Wakayama Univ Grad Sch Syst Engn Wakayama Japan RIKEN Ctr AIP Wako Saitama Japan Japan Meteorol Agency Numer Predict Dev Ctr Tokyo Japan Fujitsu Ltd Tokyo Japan
As the damage caused by heavy rainfall is becoming more serious, the improvement of precipitation forecasts is highly demanded. For this purpose, arithmetic and Bayesian average-based methods have been proposed to int... 详细信息
来源: 评论