Masahiro Murakawa

发表

Utilization of Transfer Learning in Data-driven Anomaly Detection for Wind Turbines

Masahiro Murakawa, 2019 .

An evolutionary approach to GHz digital systems

Yuji Kasai, Tetsuya Higuchi, Masahiro Murakawa, 2000, Proceedings. The Second NASA/DoD Workshop on Evolvable Hardware.

Adaptive Blind Equalization Using Bottleneck Networks Implemented by Evolvable Hardware

Kazuyuki Hiraoka, Tetsuya Higuchi, Masahiro Murakawa, 1998, ICONIP.

Adaptive Optical Proximity Correction Using an Optimization Method

Osamu Suga, Tsuneo Terasawa, Tetsuaki Matsunawa, 2007, 7th IEEE International Conference on Computer and Information Technology (CIT 2007).

Proposal for LDPC Code Design System Using Multi-Objective Optimization and FPGA-Based Emulation

Isamu Kajitani, Tetsuya Higuchi, Masahiro Murakawa, 2008, ICES.

Improving the efficiency of pattern extraction for character projection lithography using OPC optimization

Tetsuaki Matsunawa, Tetsuya Higuchi, Masahiro Murakawa, 2007, SPIE Photomask Technology.

A Low-Frequency Power-Line Communications Method Based on CDMA Combined with OFDM

Yuji Kasai, Masahiro Murakawa, Eiichi Takahashi, 2013 .

Improved Subspace Method for Supervised Anomaly Detection with Minimal Anomalous Data

Masahiro Murakawa, Aiga Suzuki, Fumito Ebuchi, 2020, ICPRAM.

Anomaly detection for capsule endoscopy images using higher-order Local Auto Correlation features

Masahiro Murakawa, Hirokazu Nosato, Hidenori Sakanashi, 2012, 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

On-line Adaptation of Neural Networks with Evolvable Hardware

Isamu Kajitani, Tetsuya Higuchi, Masahiro Murakawa, 1997, ICGA.

An Evolvable-Hardware-based clock timing architecture towards GigaHz digital systems

Kenji Toda, Tetsuya Higuchi, Masahiro Murakawa, 1999 .

Visualization system for electrical power consumption and its evaluation

Yuji Kasai, Tetsuya Higuchi, Masahiro Murakawa, 2012 .

Audio Data Mining for Anthropogenic Disaster Identification: An Automatic Taxonomy Approach

Takumi Kobayashi, Hiroshi Tsuda, Masahiro Murakawa, 2020, IEEE Transactions on Emerging Topics in Computing.

An automatic multi-objective adjustment system for optical axes using genetic algorithms

Masahiro Murakawa, Tatsumi Furuya, Hirokazu Nosato, 2005, 5th International Conference on Intelligent Systems Design and Applications (ISDA'05).

Evolvable Hardware Chips for Neural Network Applications

Isamu Kajitani, Masaya Iwata, Tetsuya Higuchi, 1999, ICANNGA.

Computerized Data Interpretation for Concrete Assessment with Air-Coupled Impact-Echo: An Online Learning Approach

Takumi Kobayashi, Masaya Iwata, Hiroshi Tsuda, 2018 .

Prototype-Based Interpretation of Pathological Image Analysis by Convolutional Neural Networks

Masahiro Murakawa, Hidenori Sakanashi, Kazuki Uehara, 2019, ACPR.

Anomaly Detection based on Representation Learning for normal and faulty classification

Tetsuji Ogawa, Jun Ogata, Masahiro Murakawa, 2017 .

Proposal of general-purpose abnormality detection method for time-series data and its performance evaluation

Takumi Kobayashi, Tetsuya Higuchi, Hajime Kubota, 2009 .

Hotspot prevention and detection method using an image-recognition technique based on higher-order local autocorrelation

Shoji Mimotogi, Masahiro Murakawa, Satoshi Tanaka, 2014 .

Adaptive Waveform Control in a Data Transceiver for Multi-speed IEEE1394 and USB Communication

Yuji Kasai, Masaya Iwata, Tetsuya Higuchi, 2005, ICES.

Urban sound event classification based on local and global features aggregation

Takumi Kobayashi, Masahiro Murakawa, Jiaxing Ye, 2017 .

A content-based image retrieval method for optical colonoscopy images based on image recognition techniques

Masahiro Murakawa, Eiichi Takahashi, Hirokazu Nosato, 2015, Medical Imaging.

Data Compression Based on Evolvable Hardware

Mehrdad Salami, Tetsuya Higuchi, Masahiro Murakawa, 1996, ICES.

An objective evaluation method of ulcerative colitis with optical colonoscopy images based on higher order local auto-correlation features

Masahiro Murakawa, Eiichi Takahashi, Hirokazu Nosato, 2014, 2014 IEEE 11th International Symposium on Biomedical Imaging (ISBI).

Automatic Multi-objective Adjustment for Optical Axes using Stochastic Binary Search Algorithm

Masahiro Murakawa, Tatsumi Furuya, Hirokazu Nosato, 2008 .

Robust transmission method in KHz-band PLC

Yoichi Sato, Tetsuya Higuchi, Masahiro Murakawa, 2011, 2011 IEEE International Symposium on Power Line Communications and Its Applications.

Evolvable Analog LSI

Masahiro Murakawa, Hidenori Sakanashi, Yuji Kasai, 2006, Evolvable Hardware.

Hotspot detection using image pattern recognition based on higher-order local auto-correlation

Soichi Inoue, Hirotaka Ichikawa, Toshiya Kotani, 2011, Advanced Lithography.

Robust Hammering Echo Analysis for Concrete Assessment with Transfer Learning

Takumi Kobayashi, Hiroshi Tsuda, Masahiro Murakawa, 2017 .

Kernel discriminant analysis for environmental sound recognition based on acoustic subspace

Takumi Kobayashi, Tetsuya Higuchi, Masahiro Murakawa, 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

Analogue EHW Chip for Intermediate Frequency Filters

Masaya Iwata, Tetsuya Higuchi, Masahiro Murakawa, 1998, ICES.

Automatic wave-front correction of a femtosecond laser using genetic algorithm

Taro Itatani, Tetsuya Higuchi, Masahiro Murakawa, 2004, 2004 IEEE International Conference on Systems, Man and Cybernetics (IEEE Cat. No.04CH37583).

Acoustic Scene Classification based on Sound Textures and Events

Takumi Kobayashi, Tetsuya Higuchi, Masahiro Murakawa, 2015, ACM Multimedia.

Evolvable Optical Systems

Masahiro Murakawa, Hirokazu Nosato, Yuji Kasai, 2006, Evolvable Hardware.

Power dissipation reductions with genetic algorithms

Yuji Kasai, Tetsuya Higuchi, Masahiro Murakawa, 2003, NASA/DoD Conference on Evolvable Hardware, 2003. Proceedings..

Enhanced Deep Learning for Pathology Image Classification: A Knowledge Transfer based Stepwise Fine-tuning Scheme

Masahiro Murakawa, Jia Qu, Hidenori Sakanashi, 2019, BIOIMAGING.

Image Retrieval Method for Multiscale Objects from Optical Colonoscopy Images

Ken Takeuchi, Masahiro Murakawa, Yasuo Suzuki, 2017, Int. J. Biomed. Imaging.

Evolvable Hardware for Generalized Neural Networks

Isamu Kajitani, Tetsuya Higuchi, Masahiro Murakawa, 1997, IJCAI.

The novel approach for optical proximity correction using genetic algorithms

Osamu Suga, Nobuyuki Yoshioka, Tsuneo Terasawa, 2005, SPIE Photomask Technology.

Multi-channel higher-order local autocorrelation for object detection on satellite images

Masahiro Murakawa, Ryosuke Nakamura, Hidenori Sakanashi, 2020, International Journal of Remote Sensing.

Anomaly Detection of Solar Power Generation Systems Based on the Normalization of the Amount of Generated Electricity

Yuji Kasai, Masaya Iwata, Masahiro Murakawa, 2015, 2015 IEEE 29th International Conference on Advanced Information Networking and Applications.

Pattern Recognition System Using Evolvable Hardware

Hitoshi Iba, Yuji Hirao, Isamu Kajitani, 2000 .

An evolvable laser system for generating femtosecond pulses

Taro Itatani, Masahiro Murakawa, Yuji Kasai, 2000 .

Implementation of the Circuit for Determining the Neural Network Structure with GAs

Isamu Kajitani, Tetsuya Higuchi, Masahiro Murakawa, 1998 .

Stepwise Transfer of Domain Knowledge for Computer-Aided Diagnosis in Pathology Using Deep Neural Networks

Jia Qu, Masahiro Murakawa, Hidenori Sakanashi, 2019, BIOSTEC.

Evolvable hardware at function level

Mehrdad Salami, Isamu Kajitani, Masahiro Murakawa, 1997, Proceedings of 1997 IEEE International Conference on Evolutionary Computation (ICEC '97).

Statistical Impact-Echo Analysis Based on Grassmann Manifold Learning: Its Preliminary Results for Concrete Condition Assessment

Kobayashi Takumi, Masahiro Murakawa, Jiaxing Ye, 2014 .

Evolvable hardware chips and their applications

Isamu Kajitani, Masaya Iwata, Tetsuya Higuchi, 1999, IEEE SMC'99 Conference Proceedings. 1999 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.99CH37028).

Automatic Alignment of Multiple Optical Components Using Genetic Algorithm

Tetsuya Higuchi, Masahiro Murakawa, Hirokazu Nosato, 2006, First NASA/ESA Conference on Adaptive Hardware and Systems (AHS'06).

An automatic fiber alignment system using genetic algorithms

Masahiro Murakawa, Tetsuya Higuchi, Yoshihiro Noda, 2004, Systems and Computers in Japan.

Computerized Hammer Sounding Interpretation for Concrete Assessment with Online Machine Learning

Takumi Kobayashi, Masaya Iwata, Hiroshi Tsuda, 2018, Sensors.

An evolvable hardware chip for prosthetic hand controller

Hiroshi Yokoi, Isamu Kajitani, Masaya Iwata, 1999, Proceedings of the Seventh International Conference on Microelectronics for Neural, Fuzzy and Bio-Inspired Systems.

Automatic Adjustment for Optical Axes in Laser Systems Using Stochastic Binary Search Algorithm for Noisy Environments

Masahiro Murakawa, Tatsumi Furuya, Hirokazu Nosato, 2007 .

Robust acoustic feature extraction for sound classification based on noise reduction

Takumi Kobayashi, Tetsuya Higuchi, Masahiro Murakawa, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

Initial Evaluation of an Evolvable Microwave Circuit

Yuji Kasai, Tetsuya Higuchi, Masahiro Murakawa, 2000, ICES.

An Additional 12% Power Reduction in Practical Digital Chips with a Low-Power Design Using Post-Fabrication Clock-Timing Adjustment

Tetsuya Higuchi, Masahiro Murakawa, Atsushi Wada, 2009 .

203 Machine Learning Based Anomaly Detection System for Wind Turbine Smart Maintenance

Jun Ogata, Masahiro Murakawa, Jun Ogata, 2015 .

World-Wide Accessible LDPC Encoder/Decoder Generator Using Web-Based GUI and API

Isamu Kajitani, Tetsuya Higuchi, Masahiro Murakawa, 2008, 2008 International Conference on Computational Intelligence for Modelling Control & Automation.

Automatic Optical Fiber Alignment System Using Genetic Algorithms

Tetsuya Higuchi, Masahiro Murakawa, Hirokazu Nosato, 2003, Artificial Evolution.

Towards automatic parameter extraction for surface-potential-based MOSFET models with the genetic algorithm

Mitiko Miura-Mattausch, Tetsuya Higuchi, Masahiro Murakawa, 2005, ASP-DAC.

Object detection in satellite images based on human cooperative semi-self-training

Masahiro Murakawa, Hidenori Sakanashi, Kazuki Uehara, 2019, Remote Sensing.

Noise Reduction Methods for Hammering Impact Acoustic Inspection: An Experimental Comparison

Masahiro Murakawa, Jiaxing Ye, Toshiya Yui, 2015 .

Infrastructure diagnosis based on data-driven anomaly detection technology

Masahiro Murakawa, 2018 .

ATM Cell Scheduling by Function Level Evolvable Hardware

Tetsuya Higuchi, Masahiro Murakawa, Weixin Liu, 1996, ICES.

A Fast Method of Adaptive Optical Proximity Correction using Region Segmentation

Tetsuaki Matsunawa, Tetsuya Higuchi, Masahiro Murakawa, 2006 .

Evolvable hardware with genetic learning

Isamu Kajitani, Masaya Iwata, Tetsuya Higuchi, 1996, 1996 IEEE International Symposium on Circuits and Systems. Circuits and Systems Connecting the World. ISCAS 96.

Adaptive Equalization of Digital Communication Channels Using Evolvable Hardware

Tetsuya Higuchi, Masahiro Murakawa, Shuji Yoshizawa, 1996, ICES.

Discriminant kernel learning for acoustic scene classification with multiple observations

Takumi Kobayashi, Hiroshi Tsuda, Masahiro Murakawa, 2017, 2017 25th European Signal Processing Conference (EUSIPCO).

Adaptive Video Compression Method Varying Coding Efficiency Corresponding to Importance of a Scene

Takumi Kobayashi, Tetsuya Higuchi, Masahiro Murakawa, 2010 .

Automatic Adjustments of a Michelson Interferometer Using Genetic Algorithms.

Taro Itatani, Tetsuya Higuchi, Masahiro Murakawa, 2003 .

The GRD Chip: Genetic Reconfiguration of DSPs for Neural Network Processing

Xin Yao, Isamu Kajitani, Masaya Iwata, 1999, IEEE Trans. Computers.

Visual explanation of neural network based rotation machinery anomaly detection system

Tetsuji Ogawa, Jun Ogata, Masahiro Murakawa, 2019, 2019 IEEE International Conference on Prognostics and Health Management (ICPHM).

Post-Fabrication Clock-Timing Adjustment for Digital LSIs Ensuring Operational Timing Margins

Tetsuya Higuchi, Masahiro Murakawa, Eiichi Takahashi, 2008, 2008 Eighth International Conference on Hybrid Intelligent Systems.

Ultimately accurate SRAF replacement for practical phases using an adaptive search algorithm based on the optimal gradient method

Soichi Inoue, Shigeki Nojima, Tetsuaki Matsunawa, 2010, Advanced Lithography.

RF-MOSFET Model-Parameter Extraction with HiSIM

Ryosuke Inagaki, Mitiko Miura-Mattausch, Masahiro Murakawa, 2005 .

Development of evolvable hardware at Electrotechnical Laboratory

Isamu Kajitani, Masaya Iwata, Tetsuya Higuchi, 2000, 2000 26th Annual Conference of the IEEE Industrial Electronics Society. IECON 2000. 2000 IEEE International Conference on Industrial Electronics, Control and Instrumentation. 21st Century Technologies.

Anomaly detection system using artificial intelligence and its industrial applications

Masahiro Murakawa, 2017 .

Robust and Efficient Multi-objective Automatic Adjustment for Optical Axes in Laser Systems Using Stochastic Binary Search Algorithm

Masahiro Murakawa, Tatsumi Furuya, Hirokazu Nosato, 2007, ICES.

Multi-Scale Explainable Feature Learning for Pathological Image Analysis Using Convolutional Neural Networks

Masahiro Murakawa, Hidenori Sakanashi, Kazuki Uehara, 2020, 2020 IEEE International Conference on Image Processing (ICIP).

Evolvable Optical Systems and Their Applications

Taro Itatani, Yuji Kasai, Tetsuya Higuchi, 2001, ICES.

Object Detection in Satellite Imagery Using 2-Step Convolutional Neural Networks

Ryosuke Nakamura, Masahiro Murakawa, Hirokazu Nosato, 2018, IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium.

Evolvable analog LSIs: Adaptation to process variations via genetic algorithms

Yuji Kasai, Tetsuya Higuchi, Masahiro Murakawa, 2002 .

A modified anomaly detection method for capsule endoscopy images using non-linear color conversion and Higher-order Local Auto-Correlation (HLAC)

Masahiro Murakawa, Hirokazu Nosato, Hidenori Sakanashi, 2013, 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

Incremental acoustic subspace learning for voice activity detection using harmonicity-based features

Takumi Kobayashi, Tetsuya Higuchi, Masahiro Murakawa, 2013, INTERSPEECH.

Proposal of transmission line modeling using multi-objective optimization techniques

Yuji Kasai, Tetsuya Higuchi, Masahiro Murakawa, 2007, 2007 IEEE Congress on Evolutionary Computation.

Method of retrieving multi-scale objects from optical colonoscopy images based on image-recognition techniques

Masahiro Murakawa, Eiichi Takahashi, Hirokazu Nosato, 2015, 2015 IEEE Biomedical Circuits and Systems Conference (BioCAS).

An Image Rejection Mixer with AI-Based Improved Performance for WCDMA Applications

Yuji Kasai, Masaya Iwata, Tetsuya Higuchi, 2006, IEICE Trans. Electron..

An Extended Method of Higher-order Local Autocorrelation Feature Extraction for Classification of Histopathological Images

Takumi Kobayashi, Tetsuya Higuchi, Masahiro Murakawa, 2011, IPSJ Trans. Comput. Vis. Appl..

Anomaly Detection using Multi-channel FLAC for Supporting Diagnosis of ECG

Tetsuya Higuchi, Masahiro Murakawa, Jiaxing Ye, 2012 .

Hardware Evolution at Function Level

Isamu Kajitani, Masaya Iwata, Tetsuya Higuchi, 1996, PPSN.

Optical Proximity Correction using an Optimization Method after Layout Design

Osamu Suga, Tsuneo Terasawa, Tetsuaki Matsunawa, 2007 .

Real-world applications of analog and digital evolvable hardware

Kenji Toda, Mehrdad Salami, Isamu Kajitani, 1999, IEEE Trans. Evol. Comput..

Acoustic Scene Classification Using Efficient Summary Statistics and Multiple Spectro-Temporal Descriptor Fusion

Takumi Kobayashi, Nobuyuki Toyama, Hiroshi Tsuda, 2018, Applied Sciences.

An automatic fiber alignment system using genetic algorithms

Tetsuya Higuchi, Masahiro Murakawa, Yoshihiro Noda, 2004 .

Object detection of satellite images using multi-channel higher-order local autocorrelation

Ryosuke Nakamura, Masahiro Murakawa, Hirokazu Nosato, 2017, 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

Object Detection in Satellite Images Based on Active Learning Utilizing Visual Explanation

Masahiro Murakawa, Kazuki Uehara, Hirokazu Nosato, 2019, 2019 11th International Symposium on Image and Signal Processing and Analysis (ISPA).

Adaptive Hardware using Genetic Algorithms

Masahiro Murakawa, 2003 .

Histopathological Diagnostic Support Technology Using Higher-Order Local Autocorrelation Features

Tetsuya Higuchi, Masahiro Murakawa, Nobuyuki Otsu, 2009, 2009 Symposium on Bio-inspired Learning and Intelligent Systems for Security.

Anomalousness Detection for Surgery Videos Using CHLAC Feature

Takumi Kobayashi, Tetsuya Higuchi, Masahiro Murakawa, 2009, 2009 Symposium on Bio-inspired Learning and Intelligent Systems for Security.

Tandem Connectionist Anomaly Detection: Use of Faulty Vibration Signals in Feature Representation Learning

Tetsuji Ogawa, Jun Ogata, Masahiro Murakawa, 2018, 2018 IEEE International Conference on Prognostics and Health Management (ICPHM).

Proposal for a transmission line analytical method using multi-objective optimization

Yuji Kasai, Tetsuya Higuchi, Masahiro Murakawa, 2007 .

Automatic adjustments of a femtosecond-pulses laser using genetic algorithms

Taro Itatani, Yuji Kasai, Tetsuya Higuchi, 2003, The 2003 Congress on Evolutionary Computation, 2003. CEC '03..

Generator of predictive verification pattern using vision system based on higher-order local autocorrelation

Hirotaka Ichikawa, Shigeki Nojima, Shoji Mimotogi, 2012, Advanced Lithography.

Post-fabrication clock timing adjustment for digital LSIs with genetic algorithms ensuring timing margins

Tetsuya Higuchi, Masahiro Murakawa, Eiichi Takahashi, 2004, 2004 IEEE International Conference on Systems, Man and Cybernetics (IEEE Cat. No.04CH37583).

Additional 12% Power Reduction in Practical Digital Chips of Low-Power Design using Post-Fabrication Clock-Timing Adjustment

Masahiro Murakawa, Tatsumi Furuya, Atsushi Wada, 2008 .

A Malfunction Detection Method for Individual Photovoltaic Modules

Yuji Kasai, Masaya Iwata, Masahiro Murakawa, 2013, SMARTGREENS.

Gastric Pathology Image Classification Using Stepwise Fine-Tuning for Deep Neural Networks

Masahiro Murakawa, Jia Qu, Hidenori Sakanashi, 2018, Journal of healthcare engineering.

Noise robust hammering echo analysis for concrete structure assessment under mismatch conditions: A sparse coding approach

Takumi Kobayashi, Masaya Iwata, Masahiro Murakawa, 2017, 2017 IEEE Sensors Applications Symposium (SAS).

Explainable Feature Embedding using Convolutional Neural Networks for Pathological Image Analysis

Masahiro Murakawa, Hirokazu Nosato, Hidenori Sakanashi, 2021, 2020 25th International Conference on Pattern Recognition (ICPR).

FBR-CNN: A Feedback Recurrent Network for Video Saliency Detection

Masahiro Murakawa, Ali Caglayan, Nevrez Imamoglu, 2021, 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP).

FBNet: FeedBack-Recursive CNN for Saliency Detection

Masahiro Murakawa, Ali Caglayan, Nevrez Imamoglu, 2021, 2021 17th International Conference on Machine Vision and Applications (MVA).

Mixup Gamblers: Learning to Abstain with Auto-Calibrated Reward for Mixed Samples

Masahiro Murakawa, Takumi Yamaguchi, M. Murakawa, 2021, ICANN.

SalFBNet: Learning Pseudo-Saliency Distribution via Feedback Convolutional Networks pdf

Masahiro Murakawa, Ali Caglayan, Nevrez Imamoglu, 2021, Image Vis. Comput..

Extraction of Process Model Parameters Based on Distributed Genetic Algorithms

Tetsuya Higuchi, Masahiro Murakawa, Kenji Nishi, 2004 .

Abnormality Detection in Multi-Channel Time-Series Data Using Higher-Order Local Autocorrelation Features

Tetsuya Higuchi, Hajime Kubota, Masahiro Murakawa, 2009 .

Adaptive training of vibration-based anomaly detector for wind turbine condition monitoring

Tetsuji Ogawa, Masahiro Murakawa, Tetsunori Kobayashi, 2020 .

Auto-aligned femtosecond laser system controlled by genetic algorithm

Yuji Kasai, Tetsuya Higuchi, Masahiro Murakawa, 2002, CLEO 2002.

Chapter Mark Addition Based on Anomalousness for Surgery Videos Using CHLAC Features

Tetsuya Higuchi, Masahiro Murakawa, Nobuyuki Otsu, 2010 .