Keyword : convolutional neural network


Occurrence Prediction of Dislocation Regions in Photoluminescence Image of Multicrystalline Silicon Wafers Using Transfer Learning of Convolutional Neural Network
Hiroaki KUDO Tetsuya MATSUMOTO Kentaro KUTSUKAKE Noritaka USAMI 
Publication:   
Publication Date: 2021/06/01
Vol. E104-A  No. 6 ; pp. 857-865
Type of Manuscript:  Special Section PAPER (Special Section on Image Media Quality)
Category: 
Keyword: 
predictiontransfer learningconvolutional neural network
 Summary | Full Text:PDF(3.2MB)

A Hardware Implementation on Customizable Embedded DSP Core for Colorectal Tumor Classification with Endoscopic Video toward Real-Time Computer-Aided Diagnosais System
Masayuki ODAGAWA Takumi OKAMOTO Tetsushi KOIDE Toru TAMAKI Bisser RAYTCHEV Kazufumi KANEDA Shigeto YOSHIDA Hiroshi MIENO Shinji TANAKA Takayuki SUGAWARA Hiroshi TOISHI Masayuki TSUJI Nobuo TAMBA 
Publication:   
Publication Date: 2021/04/01
Vol. E104-A  No. 4 ; pp. 691-701
Type of Manuscript:  PAPER
Category: VLSI Design Technology and CAD
Keyword: 
computer-aided diagnosis systemconvolutional neural networksupport vector machinecustomizable embedded DSPhardware prototyping
 Summary | Full Text:PDF(12.3MB)

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-resolutionresolution enhancementconvolutional neural networkmulti-task learningdeep learning
 Summary | Full Text:PDF(3.9MB)

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 networkquantization
 Summary | Full Text:PDF(232.4KB)

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 recognitionlow probability of interceptconvolutional neural networkmulti-resolution fusion
 Summary | Full Text:PDF(1.7MB)

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 learningconvolutional neural networkquantizationvariable bit widthpost-traininginferenceacceleratorprocessorFPGA
 Summary | Full Text:PDF(4MB)

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 similaritysentence embeddingdeep learninglong short-term memoryconvolutional neural network
 Summary | Full Text:PDF(2.3MB)

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 networkedge computingdistributed neural networkvideo compression
 Summary | Full Text:PDF(1.4MB)

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 detectionfeedforward neural networkconvolutional neural networkhigher-order statisticsdeep learning method
 Summary | Full Text:PDF(589.8KB)

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-resolutionresolution enhancementconvolutional neural networkisotropydeep learning
 Summary | Full Text:PDF(1.1MB)

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 networkface recognitionsoftmax classifiervanishing gradient
 Summary | Full Text:PDF(2.3MB)

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 detectiondeep learningconvolutional neural networktarget detection
 Summary | Full Text:PDF(4.9MB)

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 detectionSiamese architectureconvolutional neural networkabstract syntax tree (AST)
 Summary | Full Text:PDF(607.7KB)

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 detectionconvolutional neural networkmulti-feature fusionedge constraint
 Summary | Full Text:PDF(828.3KB)

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 accelerometerhuman activity recognitiondata fusionconvolutional neural network
 Summary | Full Text:PDF(2.2MB)

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 learninghandwritten numeral recognitionconvolutional neural network
 Summary | Full Text:PDF(422.6KB)

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 learningdirection of arrivalconvolutional neural networkuniform circle array
 Summary | Full Text:PDF(1.5MB)

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 trackingdeep learningconvolutional neural networkfeatures comparisonrecurrent neural network
 Summary | Full Text:PDF(1.5MB)

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 networkspectral clusteringfilter-levelpruning
 Summary | Full Text:PDF(954.6KB)

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 assessmentsubjective image qualityconvolutional neural network
 Summary | Full Text:PDF(57.6KB)

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 segmentationconvolutional neural networkdeep learningUEC-FOOD100
 Summary | Full Text:PDF(2.5MB)

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 matchingdisparitycomputer visiontemporal correlationconvolutional neural network
 Summary | Full Text:PDF(4.8MB)

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 networkdeep learningimage representationtransformation error
 Summary | Full Text:PDF(196.7KB)

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 recognitionradar arrayDoppler effectdecision treeconvolutional neural network
 Summary | Full Text:PDF(2.4MB)

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 radioOFDMspectrum sensingcovariance matrixconvolutional neural network
 Summary | Full Text:PDF(2.1MB)

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 recognitionhuman-machine interfacerecurrent neural networkconvolutional neural networkfusion network
 Summary | Full Text:PDF(930.2KB)

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 recognitioninertial sensorinterval proposalsinterval-based classificationconvolutional neural network
 Summary | Full Text:PDF(2.6MB)

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 codingmultiple description (MD) codingconvolutional neural network
 Summary | Full Text:PDF(1.1MB)

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: 
SpMVcode selectiondeep learningconvolutional neural network
 Summary | Full Text:PDF(749.4KB)

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 computingvector processorconvolutional neural networkmulti-core optimization
 Summary | Full Text:PDF(3.1MB)

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 anticipationvideo frame encodingconvolutional neural network
 Summary | Full Text:PDF(858.5KB)

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 featureconvolutional neural networkobject specific channelface detection
 Summary | Full Text:PDF(5.6MB)

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 recognitionconvolutional neural networkSLAMsegmentation
 Summary | Full Text:PDF(7.3MB)

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 recognitionimage-based food calorie estimationconvolutional neural networkmulti-task CNN
 Summary | Full Text:PDF(2.7MB)

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 learningconvolutional neural networkresidual network
 Summary | Full Text:PDF(303.6KB)

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: 
hashingconvolutional neural networksiamese networkimage retrieval
 Summary | Full Text:PDF(392.9KB)

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 matchingconvolutional neural networkpatch-basedocclusion disambiguation
 Summary | Full Text:PDF(886.3KB)

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 classificationdependency-relationconvolutional neural networkword embeddingbigram embedding
 Summary | Full Text:PDF(905.5KB)

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 restorationL-1 normL-2 normregularization methodconvolutional neural network
 Summary | Full Text:PDF(1.5MB)

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 estimationconvolutional neural networkoutlier detection
 Summary | Full Text:PDF(588.5KB)

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/recognitionconvolutional neural networkimage-filteringmultiply-and-accumulation operationLSI architecture
 Summary | Full Text:PDF(1.5MB)

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 networkvideo quality assessmentMPEG 2temporal pooling
 Summary | Full Text:PDF(1MB)