IEICE Trans

Keyword : convolutional neural network

Multi-Category Image Super-Resolution with Convolutional Neural Network and Multi-Task Learning Kazuya URAZOE Nobutaka KUROKI Yu KATO Shinya OHTANI Tetsuya HIROSE Masahiro NUMA
Publication: Publication Date: 2021/01/01 Vol. E104-D No. 1 ; pp. 183-193 Type of Manuscript: PAPER Category: Image Processing and Video Processing Keyword: super-resolution, resolution enhancement, convolutional neural network, multi-task learning, deep learning,
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Multi-Resolution Fusion Convolutional Neural Networks for Intrapulse Modulation LPI Radar Waveforms Recognition Xue NI Huali WANG Ying ZHU Fan MENG
Publication: Publication Date: 2020/12/01 Vol. E103-B No. 12 ; pp. 1470-1476 Type of Manuscript: PAPER Category: Sensing Keyword: waveform recognition, low probability of intercept, convolutional neural network, multi-resolution fusion,
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Relationship between Recognition Accuracy and Numerical Precision in Convolutional Neural Network Models Yasuhiro NAKAHARA Masato KIYAMA Motoki AMAGASAKI Masahiro IIDA
Publication: Publication Date: 2020/12/01 Vol. E103-D No. 12 ; pp. 2528-2529 Type of Manuscript: Special Section LETTER (Special Section on Parallel, Distributed, and Reconfigurable Computing, and Networking) Category: Computer System Keyword: convolutional neural network, quantization,
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Weight Compression MAC Accelerator for Effective Inference of Deep Learning Asuka MAKI Daisuke MIYASHITA Shinichi SASAKI Kengo NAKATA Fumihiko TACHIBANA Tomoya SUZUKI Jun DEGUCHI Ryuichi FUJIMOTO
Publication: Publication Date: 2020/10/01 Vol. E103-C No. 10 ; pp. 514-523 Type of Manuscript: Special Section PAPER (Special Section on Analog Circuits and Their Application Technologies) Category: Integrated Electronics Keyword: deep learning, convolutional neural network, quantization, variable bit width, post-training, inference, accelerator, processor, FPGA,
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Sentence-Embedding and Similarity via Hybrid Bidirectional-LSTM and CNN Utilizing Weighted-Pooling Attention Degen HUANG Anil AHMED Syed Yasser ARAFAT Khawaja Iftekhar RASHID Qasim ABBAS Fuji REN
Publication: Publication Date: 2020/10/01 Vol. E103-D No. 10 ; pp. 2216-2227 Type of Manuscript: PAPER Category: Natural Language Processing Keyword: sentence similarity, sentence embedding, deep learning, long short-term memory, convolutional neural network,
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Construction of an Efficient Divided/Distributed Neural Network Model Using Edge Computing Ryuta SHINGAI Yuria HIRAGA Hisakazu FUKUOKA Takamasa MITANI Takashi NAKADA Yasuhiko NAKASHIMA
Publication: Publication Date: 2020/10/01 Vol. E103-D No. 10 ; pp. 2072-2082 Type of Manuscript: PAPER Category: Fundamentals of Information Systems Keyword: convolutional neural network, edge computing, distributed neural network, video compression,
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Deep Learning Approaches for Pathological Voice Detection Using Heterogeneous Parameters JiYeoun LEE Hee-Jin CHOI
Publication: Publication Date: 2020/08/01 Vol. E103-D No. 8 ; pp. 1920-1923 Type of Manuscript: LETTER Category: Speech and Hearing Keyword: pathological voice detection, feedforward neural network, convolutional neural network, higher-order statistics, deep learning method,
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Improvement of Luminance Isotropy for Convolutional Neural Networks-Based Image Super-Resolution Kazuya URAZOE Nobutaka KUROKI Yu KATO Shinya OHTANI Tetsuya HIROSE Masahiro NUMA
Publication: Publication Date: 2020/07/01 Vol. E103-A No. 7 ; pp. 955-958 Type of Manuscript: LETTER Category: Image Keyword: super-resolution, resolution enhancement, convolutional neural network, isotropy, deep learning,
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Gradient-Enhanced Softmax for Face Recognition Linjun SUN Weijun LI Xin NING Liping ZHANG Xiaoli DONG Wei HE
Publication: Publication Date: 2020/05/01 Vol. E103-D No. 5 ; pp. 1185-1189 Type of Manuscript: LETTER Category: Artificial Intelligence, Data Mining Keyword: convolutional neural network, face recognition, softmax classifier, vanishing gradient,
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Vehicle Key Information Detection Algorithm Based on Improved SSD Ende WANG Yong LI Yuebin WANG Peng WANG Jinlei JIAO Xiaosheng YU
Publication: Publication Date: 2020/05/01 Vol. E103-A No. 5 ; pp. 769-779 Type of Manuscript: PAPER Category: Intelligent Transport System Keyword: vehicle information detection, deep learning, convolutional neural network, target detection,
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Salient Region Detection with Multi-Feature Fusion and Edge Constraint Cheng XU Wei HAN Dongzhen WANG Daqing HUANG
Publication: Publication Date: 2020/04/01 Vol. E103-D No. 4 ; pp. 910-913 Type of Manuscript: LETTER Category: Pattern Recognition Keyword: salient region detection, convolutional neural network, multi-feature fusion, edge constraint,
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The Effect of Axis-Wise Triaxial Acceleration Data Fusion in CNN-Based Human Activity Recognition Xinxin HAN Jian YE Jia LUO Haiying ZHOU
Publication: Publication Date: 2020/04/01 Vol. E103-D No. 4 ; pp. 813-824 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: triaxial accelerometer, human activity recognition, data fusion, convolutional neural network,
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A Deep Neural Network-Based Approach to Finding Similar Code Segments Dong Kwan KIM
Publication: Publication Date: 2020/04/01 Vol. E103-D No. 4 ; pp. 874-878 Type of Manuscript: LETTER Category: Software Engineering Keyword: code clone detection, Siamese architecture, convolutional neural network, abstract syntax tree (AST),
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Broadband Direction of Arrival Estimation Based on Convolutional Neural Network Wenli ZHU Min ZHANG Chenxi WU Lingqing ZENG
Publication: Publication Date: 2020/03/01 Vol. E103-B No. 3 ; pp. 148-154 Type of Manuscript: PAPER Category: Fundamental Theories for Communications Keyword: deep learning, direction of arrival, convolutional neural network, uniform circle array,
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Edge-SiamNet and Edge-TripleNet: New Deep Learning Models for Handwritten Numeral Recognition Weiwei JIANG Le ZHANG
Publication: Publication Date: 2020/03/01 Vol. E103-D No. 3 ; pp. 720-723 Type of Manuscript: LETTER Category: Image Recognition, Computer Vision Keyword: deep learning, handwritten numeral recognition, convolutional neural network,
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Real-Time Generic Object Tracking via Recurrent Regression Network Rui CHEN Ying TONG Ruiyu LIANG
Publication: Publication Date: 2020/03/01 Vol. E103-D No. 3 ; pp. 602-611 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: object tracking, deep learning, convolutional neural network, features comparison, recurrent neural network,
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A Spectral Clustering Based Filter-Level Pruning Method for Convolutional Neural Networks Lianqiang LI Jie ZHU Ming-Ting SUN
Publication: Publication Date: 2019/12/01 Vol. E102-D No. 12 ; pp. 2624-2627 Type of Manuscript: LETTER Category: Artificial Intelligence, Data Mining Keyword: convolutional neural network, spectral clustering, filter-level, pruning,
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Discriminative Convolutional Neural Network for Image Quality Assessment with Fixed Convolution Filters Motohiro TAKAGI Akito SAKURAI Masafumi HAGIWARA
Publication: Publication Date: 2019/11/01 Vol. E102-D No. 11 ; pp. 2265-2266 Type of Manuscript: LETTER Category: Image Recognition, Computer Vision Keyword: image quality assessment, subjective image quality, convolutional neural network,
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Webly-Supervised Food Detection with Foodness Proposal Wataru SHIMODA Keiji YANAI
Publication: Publication Date: 2019/07/01 Vol. E102-D No. 7 ; pp. 1230-1239 Type of Manuscript: Special Section PAPER (Special Section on Multimedia for Cooking and Eating Activities) Category: Keyword: food segmentation, convolutional neural network, deep learning, UEC-FOOD100,
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Using Temporal Correlation to Optimize Stereo Matching in Video Sequences Ming LI Li SHI Xudong CHEN Sidan DU Yang LI
Publication: Publication Date: 2019/06/01 Vol. E102-D No. 6 ; pp. 1183-1196 Type of Manuscript: PAPER Category: Image Recognition, Computer Vision Keyword: stereo matching, disparity, computer vision, temporal correlation, convolutional neural network,
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Rectifying Transformation Networks for Transformation-Invariant Representations with Power Law Chunxiao FAN Yang LI Lei TIAN Yong LI
Publication: Publication Date: 2019/03/01 Vol. E102-D No. 3 ; pp. 675-679 Type of Manuscript: LETTER Category: Image Recognition, Computer Vision Keyword: convolutional neural network, deep learning, image representation, transformation error,
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A Low Cost Solution of Hand Gesture Recognition Using a Three-Dimensional Radar Array Shengchang LAN Zonglong HE Weichu CHEN Kai YAO
Publication: Publication Date: 2019/02/01 Vol. E102-B No. 2 ; pp. 233-240 Type of Manuscript: Special Section PAPER (Special Section on Recent Progress in Antennas and Propagation in Conjunction with Main Topics of ISAP2017) Category: Sensing Keyword: hand gesture recognition, radar array, Doppler effect, decision tree, convolutional neural network,
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A Spectrum Sensing Algorithm for OFDM Signal Based on Deep Learning and Covariance Matrix Graph Mengbo ZHANG Lunwen WANG Yanqing FENG Haibo YIN
Publication: Publication Date: 2018/12/01 Vol. E101-B No. 12 ; pp. 2435-2444 Type of Manuscript: PAPER Category: Wireless Communication Technologies Keyword: cognitive radio, OFDM, spectrum sensing, covariance matrix, convolutional neural network,
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Air-Writing Recognition Based on Fusion Network for Learning Spatial and Temporal Features Buntueng YANA Takao ONOYE
Publication: Publication Date: 2018/11/01 Vol. E101-A No. 11 ; pp. 1737-1744 Type of Manuscript: Special Section PAPER (Special Section on Smart Multimedia & Communication Systems) Category: Neural Networks and Bioengineering Keyword: air-writing recognition, human-machine interface, recurrent neural network, convolutional neural network, fusion network,
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TS-ICNN: Time Sequence-Based Interval Convolutional Neural Networks for Human Action Detection and Recognition Zhendong ZHUANG Yang XUE
Publication: Publication Date: 2018/10/01 Vol. E101-D No. 10 ; pp. 2534-2538 Type of Manuscript: LETTER Category: Human-computer Interaction Keyword: human action detection and recognition, inertial sensor, interval proposals, interval-based classification, convolutional neural network,
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Standard-Compliant Multiple Description Image Coding Based on Convolutional Neural Networks Ting ZHANG Huihui BAI Mengmeng ZHANG Yao ZHAO
Publication: Publication Date: 2018/10/01 Vol. E101-D No. 10 ; pp. 2543-2546 Type of Manuscript: LETTER Category: Image Processing and Video Processing Keyword: image coding, multiple description (MD) coding, convolutional neural network,
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A Machine Learning-Based Approach for Selecting SpMV Kernels and Matrix Storage Formats Hang CUI Shoichi HIRASAWA Hiroaki KOBAYASHI Hiroyuki TAKIZAWA
Publication: Publication Date: 2018/09/01 Vol. E101-D No. 9 ; pp. 2307-2314 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: SpMV, code selection, deep learning, convolutional neural network,
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Design and Implementation of Deep Neural Network for Edge Computing Junyang ZHANG Yang GUO Xiao HU Rongzhen LI
Publication: Publication Date: 2018/08/01 Vol. E101-D No. 8 ; pp. 1982-1996 Type of Manuscript: PAPER Category: Fundamentals of Information Systems Keyword: edge computing, vector processor, convolutional neural network, multi-core optimization,
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Object Specific Deep Feature for Face Detection Xianxu HOU Jiasong ZHU Ke SUN Linlin SHEN Guoping QIU
Publication: Publication Date: 2018/05/01 Vol. E101-D No. 5 ; pp. 1270-1277 Type of Manuscript: Special Section PAPER (Special Section on Machine Vision and its Applications) Category: Machine Vision and its Applications Keyword: deep feature, convolutional neural network, object specific channel, face detection,
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Image-Based Food Calorie Estimation Using Recipe Information Takumi EGE Keiji YANAI
Publication: Publication Date: 2018/05/01 Vol. E101-D No. 5 ; pp. 1333-1341 Type of Manuscript: Special Section PAPER (Special Section on Machine Vision and its Applications) Category: Machine Vision and its Applications Keyword: food image recognition, image-based food calorie estimation, convolutional neural network, multi-task CNN,
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Self-Supervised Learning of Video Representation for Anticipating Actions in Early Stage Yinan LIU Qingbo WU Liangzhi TANG Linfeng XU
Publication: Publication Date: 2018/05/01 Vol. E101-D No. 5 ; pp. 1449-1452 Type of Manuscript: LETTER Category: Pattern Recognition Keyword: action anticipation, video frame encoding, convolutional neural network,
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Simultaneous Object Segmentation and Recognition by Merging CNN Outputs from Uniformly Distributed Multiple Viewpoints Yoshikatsu NAKAJIMA Hideo SAITO
Publication: Publication Date: 2018/05/01 Vol. E101-D No. 5 ; pp. 1308-1316 Type of Manuscript: Special Section PAPER (Special Section on Machine Vision and its Applications) Category: Machine Vision and its Applications Keyword: object recognition, convolutional neural network, SLAM, segmentation,
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Sequential Convolutional Residual Network for Image Recognition Wonjun HWANG
Publication: Publication Date: 2018/04/01 Vol. E101-D No. 4 ; pp. 1213-1216 Type of Manuscript: LETTER Category: Image Recognition, Computer Vision Keyword: deep learning, convolutional neural network, residual network,
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Speech-Act Classification Using a Convolutional Neural Network Based on POS Tag and Dependency-Relation Bigram Embedding Donghyun YOO Youngjoong KO Jungyun SEO
Publication: Publication Date: 2017/12/01 Vol. E100-D No. 12 ; pp. 3081-3084 Type of Manuscript: LETTER Category: Natural Language Processing Keyword: speech-act classification, dependency-relation, convolutional neural network, word embedding, bigram embedding,
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Deep Discriminative Supervised Hashing via Siamese Network Yang LI Zhuang MIAO Jiabao WANG Yafei ZHANG Hang LI
Publication: Publication Date: 2017/12/01 Vol. E100-D No. 12 ; pp. 3036-3040 Type of Manuscript: LETTER Category: Artificial Intelligence, Data Mining Keyword: hashing, convolutional neural network, siamese network, image retrieval,
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Feature Ensemble Network with Occlusion Disambiguation for Accurate Patch-Based Stereo Matching Xiaoqing YE Jiamao LI Han WANG Xiaolin ZHANG
Publication: Publication Date: 2017/12/01 Vol. E100-D No. 12 ; pp. 3077-3080 Type of Manuscript: LETTER Category: Image Recognition, Computer Vision Keyword: stereo matching, convolutional neural network, patch-based, occlusion disambiguation,
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A Local Characteristic Image Restoration Based on Convolutional Neural Network Guohao LYU Hui YIN Xinyan YU Siwei LUO
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2016/08/01 Vol. E99-D No. 8 ; pp. 2190-2193 Type of Manuscript: LETTER Category: Image Processing and Video Processing Keyword: image restoration, L-1 norm, L-2 norm, regularization method, convolutional neural network,
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Direct Density Ratio Estimation with Convolutional Neural Networks with Application in Outlier Detection Hyunha NAM Masashi SUGIYAMA
Publication: IEICE TRANSACTIONS on Information and Systems Publication Date: 2015/05/01 Vol. E98-D No. 5 ; pp. 1073-1079 Type of Manuscript: PAPER Category: Artificial Intelligence, Data Mining Keyword: density ratio estimation, convolutional neural network, outlier detection,
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An Image-Filtering LSI Processor Architecture for Face/Object Recognition Using a Sorted Projection-Field Model Based on a Merged/Mixed Analog-Digital Architecture Osamu NOMURA Takashi MORIE Keisuke KOREKADO Teppei NAKANO Masakazu MATSUGU Atsushi IWATA
Publication: IEICE TRANSACTIONS on Electronics Publication Date: 2006/06/01 Vol. E89-C No. 6 ; pp. 781-791 Type of Manuscript: Special Section PAPER (Special Section on Analog Circuit and Device Technologies) Category: Keyword: object detection/recognition, convolutional neural network, image-filtering, multiply-and-accumulation operation, LSI architecture,
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No Reference and Reduced Reference Video Quality Metrics for End to End QoS Monitoring Patrick LE CALLET Christian VIARD-GAUDIN Stephane PECHARD Emilie CAILLAULT
Publication: IEICE TRANSACTIONS on Communications Publication Date: 2006/02/01 Vol. E89-B No. 2 ; pp. 289-296 Type of Manuscript: Special Section PAPER (Special Section on Multimedia QoS Evaluation and Management Technologies) Category: Keyword: convolutional neural network, video quality assessment, MPEG 2, temporal pooling,
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