Achievements

Introduce our achievements

Lectures

Event:

Title:

Speaker:

Date:

  • NTT DATA Technology Conference

    Case study for Integrated data analytics for consumer electronics using Hadoop and Spark MLlib

    Takayuki Nishikawa, Chief engineer, Engineering Department, Appliance Company, Panasonic

  • CEATEC2017

    “The more AI is used, the better we get”

    Dr. Hiroshi Mizuno, General Manager, Research Planning Department & Fundamental Technology Research Department, Advanced Research Division, Panasonic

  • Strata Hadoop World Singapore 2016

    Integrated data analytics for consumer electronics using Hadoop and Spark MLlib

    Takayuki Nishikawa, Chief engineer, Engineering Department, Appliance Company, Panasonic

  • Prof. Bengio Lecture

    “Progress and Challenges of Deep Learning and AI”

    Prof. Yoshua Bengio, University of Montreal

Media Exposure

Media:

Topic:

Date:

  • Panasonic Press Release

    Developed world top-level face recognition technology with advanced deep learning.

  • EE Times Japan

    Machine Translation Technology

  • Nikkan Kogyou Shinbun, Ltd. (The Daily Industrial News)

    Deep Learning-based Pedestrian Detection Technology

  • Nikkei Technology Online

    Deep Learning-based Pedestrian Detection Technology

  • Nikkei Monozukuri February 2016

    Self-Reliance Support Walking & Standing Assistance Robot

Exhibitions

Event:

Topic:

Date:

  • 23rd ITS World Congress

    Deep Learning for obstacle detection

  • JST Fair 2016

    Waling aid robot

  • Wonder Japan Solutions 2016

    Machine Translation Technology

  • NAIAS (North American International Auto Show)

    Deep Learning-based Pedestrian Detection Technology

  • 42nd International Home Care & Rehabilitation Exhibition H.C.R. 2015

    Self-Reliance Support Walking & Standing Assistance Robot

  • 22nd ITS World Congress

    Deep Learning-based Pedestrian Detection Technology

  • JST Fair 2015

    Casual Sensing Chair

  • Kyoto-Osaka-Nara Information and Telecommunications Fair 2014

    Similar-Case Matching System to Support Image Diagnosis by Doctors

Publications

Conference:

Title of paper:

Author(s):

Published date:

  • Workshop on MS-Celeb-1M Challenge with ICCV 2017

    High Performance Large Scale Face Recognition with Multi-Cognition Softmax and Feature Retrieval

    Yan Xu, Yu Cheng, Lin Xiong, Jayashree Karlekar, Hajime Tamura, Tomoyuki Kagaya, Shengmei Shen, and Sugiri Pranata (Panasonic Corporation), and Jian Zhao and Jiashi Feng (NUS), Zhecan Wang (Franklin. W. Olin College of Engineering), and Junliang Xing (CASIA)

  • Workshop on MS-Celeb-1M Challenge with ICCV 2017

    Know You at One Glance: A Compact Vector Representation for Low-Shot Learning

    Yu Cheng, Yan Xu, and Jayashree Karlekar (Panasonic Corporation), and Jian Zhao (NUS), and Zhecan Wang (Franklin. W. Olin College of Engineering)

  • International Conference on Rehabilitation Robotic

    Cross-wire assist suit concept, for mobile and lightweight multiple degree of freedom hip assistance

    Stephen W. John, Mayumi Komatsu, Kenta Murakami, Tsuyoshi Inoue, Shinobu Adachi

  • Int. Joint Conf. on AI (IJCAI-17)

    Discovering Relevance-Dependent Bicluster Structure from Relational Data

    Iku Ohama (Panasonic Corporation), and Takuya Kida, and Hiroki Arimura (Hokkaido University)

  • Online Journal D-IEICE (The Institute of Electronics, Information and Communication Engineers)

    Proteomics-based Sepsis Classification using Transfer Learnings for Deep Natural Networks

    Yoshihide Sawada, Yoshikuni Sato, and Toru Nakada (Panasonic Corporation) and Kei Ujimoto and Nobuhiro Hayashi (Tokyo Institute of Technology)

  • Panasonic technical journal Vol.63

    Automatic Corpora Generation for Machine Translation

    Masaki Yamauchi, Nanami Fujiwara, and Masahiro Imade

  • Machine Vision and Application (MVA) 2017

    An Image Generation Method with Low Distortion Surround View for Vehicle Camera Systems Using a Composite Projection

    Kunio Nobori (Panasonic Corporation), and Norimichi Ukita (Toyota Technological Institute), and Norihiro Hagita (NAIST)

  • Machine Vision and Application (MVA) 2017

    Compressive Color Sensing Using Random Complementary Color Filter Array

    Satoshi Sato, Kunio Nobori, and Takeo Azuma (Panasonic Corporation), and Takamichi Miyata, and Makoto Nakashizuka (Chiba Institute of Technology)

  • Panasonic Technical Journal Vol.63

    Multiple Obstacle Detection for Autonomous Car

    Sotaro Tsukizawa

  • arXiv

    A Good Practice Towards Top Performance of Face Recognition: Transferred Deep Feature Fusion

    [Panasonic] Lin Xiong, Jayashree Karlekar, Sugiri Pranata, and Shengmei Shen (Panasonic Corporation), and Jian Zhao, and Jiashi Feng (National University of Singapore)

  • IEEE International Conference on Consumer Electronics

    Estimation Sit-to-Stand Movement Using Trunk Angle and Lower Limb EMG for Assist System

    Tsuyoshi Inoue, Yusuke Kato, and Jun Ozawa

  • IEEE International Conference on Consumer Electronics

    Soft hip gait assist suit featuring variable compliance control

    Stephen W. John, Mayumi Komatsu, Kenta Murakami, Jun Ozawa, and Masaki Yamamoto

  • IEEE International Conference on Consumer Electronics

    Monitoring of a driver's heart rate using a microwave sensor and template-matching algorithm

    Sousakhone Bounyong, Mototaka Yoshioka, and Jun Ozawa

  • ML for Intelligent Transportation Systems

    Similarity Mapping with Enhanced Siamese Network for Multi-Object Tracking

    Min Young Kim

  • Japan Society of Mechanical Engineers

    Development of a Standing-up Motion Assist Robot Considering Physiotherapist Skills that Bring Out Abilities from the Patient

    Yuko Tsusaka

  • SLT2016

    Recurrent Convolutional Neural Networks for Structured Speech Act Tagging

    Takashi Ushio, Hongjie Shi, Mitsuru Endo, Katsuyoshi Yamagami, and Noriaki Horii

  • SLT2016

    A Multichannel Convolutional Neural Networks for Cross-language Dialog State Tracking

    Hongjie Shi, Takashi Ushio, Mitsuru Endo, Katsuyoshi Yamagami, and Noriaki Horii

  • NOLTA2016

    A Computational Model for Pitch Pattern Perception with the Echo State Network

    Miwa Fukino (Panasonic Corporation), and Yuichi Katori (Hakodate Future University), and Kazuki Aihara (Tokyo University)

  • The 36th JCMI (Joint Conference on Medical Informatics)

    Similar Case Retrieval using Deep Learning with Multi Resolution and Multi Size Patches

    Kensuke Wakasugi, Kazutoyo Takata, Kenji Kondo, and Masaki Kiyono

  • ISITA2016

    Private Similarity Searchable Encryption for Euclidean Distance

    Yuji Unagami, and Natsume Matsuzaki (Panasonic Corporation), and Shota Yamada, Nattapong Attrapadung, Takashiro Matsuda, and Goichiro Hanaoka (AIST)

  • IROS2016

    Analysis of velocity’s influence on forces and muscular activity in the context of sit-to-stand motion assisted by an elderly care robot

    Dalla Libera Fabio, Yuko Tsusaka, Yasunao Okazaki, Ryutaro Futakuchi, and Masaki Yamamoto

  • Security System for Connected Vehicle

    Security System for Connected Vehicle

    Takeshi Kishikawa, Ujie Yoshihiro, Tomoyuki Haga, Manabu Maeda, and Hideki Matsushima

  • ITS World Congress Melbourne 2016

    Fully Convolutional Neural Detector for Real-time Pedestrian Detection using Deep learning

    Min Young Kim, Luca Rigazio, Ryota Fujimura, and Tsukizawa Sotaro

  • 2016 Advanced Biomedical Engineering Sumbosium

    Estimation of Muscular Forces of the Lower Limb during Walking Using Sensor Data

    Yoshikuni Sato, Toru Nakada, and Yoshihida Sawada (Panasonic Corporation), and Tadayoshi Nonoyama, Masahhumi Kubota, Yusuke Koie, Masaki Yasutake, and Osamu Yamamura (University of Fukui)

  • ECAI 2016 (European Conference on Artificial Intelligence)

    All Parameters Transfer Learning for Deep Neural Networks and its application to Sepsis Classification

    Yoshihide Sawada, Yoshikuni Sato, and Toru Nakada (Panasonic Corporation), and Kei Ujimoto, and Nobuhiro Hayashi (Tokyo Institute of Technology)

  • IFAC HMS 2016

    Sit-to-Stand Intention Estimation Method Using the Angle of Forward Trunk Inclination and Leg Electromyograms

    Yusuke Kato, Tsuyoshi Inoue, Hiroyuki Motoyama, and Jun Ozawa

  • MIRU 2016 the 19th Meeting on Image Recognition and Understanding

    Proteomics-based Sepsis Classification using Transfer Learnings for Deep Neural Networks

    Yoshihide Sawada, Yoshikuni Sato, and Toru Nakada (Panasonic Corporation), and Kei Ujimoto and Nobuhiro Hayashi (Tokyo Institute of Technology)

  • ECAI 2016

    Long-time Sensor Data Analysis for Estimation of Physical Capacity

    Yoshikuni Sato, Yoshihide Sawada, and Toru Nakada (Panasonic Corporation), and Tadayoshi Nonoyama, Masafumi Kubota, Yusuke Koie, Masaki Yasutake, and Osamu Yamamura (University of Fukui)

  • IEEE EMBC 2016

    Proposal of Visual Stimulus Control to Enhance Exercise Performance of Stationary Bike

    Jeffry Fernando, Mototaka Yoshioka, and Jun Ozawa

  • IEEE EMBC 2016

    Estimation of Muscle Fatigue by Ratio of Mean Frequency to Average Rectified Value from Surface Electromyography

    Jeffry Fernando, Mototaka Yoshioka, and Jun Ozawa

  • MIRU 2016 the 19th Meeting on Image Recognition and Understanding

    Compressive Color Sensing Using Random Complementary Color Filter Array

    Satoshi Sato, Kunio Nobori, and Takeo Azuma (Panasonic Corporation), and Takemichi Miyata, and Makoto Nakashizaka (Chiba Institute of Technology)

  • Journal of Visual Communication and Image Representation

    Optimal Depth Recovery using Image Guided TGV with Depth Confidence for High-Quality View Synthesis

    Pongsak Lasang, and Sheng Mei Shen (Panasonic Corporation), and W. Kumwilaisak (King Mongkut's University of Technology Thonburi), and Y. Liu (Nanjing Univ of Science and Technology)

  • SAE World Congress 2016

    A Method for Disabling Malicious CAN Messages by Using a Centralized Monitoring and Interceptor ECU

    Yoshihiro Ujiie, Takeshi Kishikawa, Tomoyuki Haga, Hideki Matsushima, Takeshi Kishikawa, Jun Anzai, Yoshihiko Kitamura, Masato Tanabe, and Tohru Wakabayashi

  • GPU Technology Conference 2016

    A Single Forward Propagation of Neural Network for end-to-end Image Detection System

    Min Young Kim, Luca Rigazio, Ryota Fujimura, and Tsukizawa Sotar

  • the 43 SICE Annual Conference

    Sit-to-Stand Intention Estimation Method Using the Angle of Forward Trunk Inclination and Leg Electromyograms

    Yusuke Kato, Tsuyoshi Inoue, Hiroyuki Motoyama, and Jun Ozawa

  • IEICE Transactions on Information and Systems

    The Relevance Dependent Infinite Relational Model for Discovering Co-cluster Structure from Relationships with Structured Noise

    Iku Ohama, and Hiromi Ida (Panasonic Corporation), Takuya Kida and Hiroki Arimura (Hokkaido University)

  • IWSDS2016 (International Workshop on Spoken Dialogue System)

    Multi-topic Diaplog State Tracking using Convolutional Neural Networks

    Hongjie Shi, Takashi Ushio, Mitsuru Endo, Katsuyoshi Yamagami, and Noriaki Horii

  • IEEE ICCE 2016

    Estimation of Wrist Angle by EMG using Moving Direction Judgement

    Hiroyuki Motoyama, Tsuyoshi Inoue, and Jun Ozawa

  • JCMI (Joint Conference on Medical Informatics)

    Search Performance Evaluation of Low Information Images for Medical Literature Image Retrieval System

    Kazuki Kozuka, Kensuke Wakasugi, Kazutoyo Takata, Kenji Kondo, and Masaki Kiyono (Panasonic Corporation), and Masato Tanaka, Toyohiko Sakai, and Hirohiko Kimura (University of Fukui)

  • IEEE ICCE 2016 (Ineternational Conference on Consumer Electronics)

    Estimation of Wrist Angle Using EMG and Hand Movement Direction

    Hiroyuki Motoyama, Tsuyoshi Inoue, and Jun Ozawa

  • IEEE ICCE 2016 (Ineternational Conference on Consumer Electronics)

    Fall Risk Estimation Based on Co-contraction of Lower Limb During Walking

    Souksakhone Boungong, Shinobu Adachi, and Jun Ozawa (Panasonic Corporation), and Misaka Kimura, Yuya Watanabe, and Keiichi Yokoyama (Kyoto Gakuen University), and Yosuke Yamada (NIBIOHN)

  • JAWS 2015 (Joint Agent Workshops & Symposium)

    Multi-Agent Patrolling Based on Attractor Superimposition

    Masashi Okada and Takenobu Aoshima

  • ACPR2015 (Asian Conference on Pattern Recognization) ,IEEE CIS(Computational Intelilgence Society)

    Deep Learning using Heterogeneous Feature Maps for Maxout Networks

    Yasunori Ishii, Reiko Hagawa and Sotaro Tsukizawa

  • ACPR2015 (Asian Conference on Pattern Recognization) ,IEEE CIS(Computational Intelilgence Society)

    Multi-staged Deep Learning with Created Coarse and Appended Fine Categories

    Reiko Hagawa, Yasunori Ishii and Sotaro Tsukizawa

  • Ubicomp '15 Workshop: Workshop on Mobile and Situated Crowdsourcing (WMSC2015)

    A Machine Learning Approach for Lighting Perception Analysis via Crowdsourcing

    Yuki Minoda, Iku Ohama, and Eiichi Muramoto

  • IEEE EMBC2015 (Engineering in Medicine and Biology Society)

    Development of Automatic Database Registration and Similar-Case Retrieval for Diffuse Lung Diseases by Texture Analysis of Whole-Lung CT Volume

    Kazuki Kozuka, Kazutoyo Takata, and Kenji Kondo (Panasonic Corporation), and Kyohei Karasawa, Yasushi Hirano, and Shoji Kido (Yamaguchi University)

  • IEEE EMBC2015 (Engineering in Medicine and Biology Society)

    Estimation of Knee Extensor Strength Using Wearable Sensors

    Yoshikuni Sato, Toru Nakada, Kazuki Kozuka, and Masaki Kiyono (Panasonic Corporation), and Tadayoshi Nonoyama, Masafumi Kubota, Yusuke Koie, Masaki Yasutake, and Osamu Yamamura (University of Fukui)

  • IEEE EMBC2015 (Engineering in Medicine and Biology Society)

    Prediction of PeakVO2 from Walking Energy Cost Index for the Elderly

    Toru Nakada, Yoshikuni Sato, Kazuki Kozuka, and Masaki Kiyono (Panasonic Corporation), and Tadayoshi Nonoyama, Masafumi Kubota, Yusuke Koie, Masaki Yasutake, and Osamu Yamamura (University of Fukui)

  • IEEE EMBC2015 (Engineering in Medicine and Biology Society)

    ERD detection rate increases when using EEG between ear and scalp

    Shinobu Adachi, Souksakhone Bounyong, Jun Ozawa

  • IPSJ-CVIM MIRU2015(Meeting on Image Recognization an Understanding 2015)

    Maxout based on Heterogeneous Feature Maps

    Yasunori Ishii, Reiko Hagawa and Sotaro Tsukizawa

  • IPSJ-CVIM MIRU2015(Meeting on Image Recognization an Understanding 2015)

    Two-staged Deep Learning with Created Coarse and Appended Fine Categories

    Reiko Hagawa, Yasunori Ishii and Sotaro Tsukizawa

  • IEEE RO-MAN2015 (Robot and Human Interactive Communication)

    Development of Standing-up Motion Assist Robot to Realize Physiotherapist Skill for Muscle Strength Maintenance

    Yuko Tsusaka, Yasunao Okazaki, Yudai Fudaba, Ryutaro Futakuchi, Masaki Yamamoto, Noriyuki Shikata, Masayuki Terashima, and Toshiaki Funatani (Panasonic Corporation), and Hiroto Shima (Jujo Takeda Rehabilitation Hospital)

  • IJCNN2015 (International Joint Conference on Neural Networks)

    Improved Human Pulse Peak Estimation using Derivative Features toward Noncontact Pulse Transit Time Measurement

    Mototaka Yoshioka, Kenta Murakami and Jun Ozawa

  • CARS2015 (Computer Assisted Radiology and Surgery)

    Development of lung CT image retrieval technology using distance metric learning by image findings.

    Kazuki Kozuka, Kazutoyo Takata, Kenji Kondo, and Masaki Kiyono (Panasonic Corporation), and Masato Tanaka, Toyohiko Sakai, and Hirohiko Kimura (University of Fukui)

  • IAPR MVA2015 (Machine Vision And Application Organization)

    Non-contact Pulse Transit Time Measurement using Imaging Camera, and its Relation to Blood Pressure

    Kenta Murakami and Mototaka Yoshioka

  • IAPR MVA2015 (Machine Vision And Application Organization)

    Compressive Sensing Reconstruction Using Collaborative Sparsity among Color Channels

    Satoshi Sato, Motonori Ishii, Yoshihisa Kato, Kunio Nobori, and Takeo Azuma

  • IEEE International Conference on ISBA 2015 (Identity, Security and Behavior Analysis)

    Improvement of Human Identification Accuracy by Wavelet of Peak-aligned ECG

    Jeffry Bonar Fernando, and Koji Morikawa

  • 2015 SIAM International Conference on DATA MINING (SDM2015)

    Multi-Layered Framework for Modeling Relationships between Biased Objects

    Iku Ohama (Panasonic Corporation), and Takuya Kida, and Hiroki Arimura (Hokkaido University)

  • NIPS2015 Workshop (Cognitive Computation: Integrating Neural and Symbolic Approaches)

    Predicting Embedded Syntactic Structures from Natural Language Sentences with Neural Network Approaches

    Gregory Senay, Lorenzo Dell’Arciprete, Fabio Massimo Zanzotto, Luca Rigazio

  • NIPS2015 Workshop (Feature Extraction: Modern Questions and Challenges)

    Deep Clustered Convolutional Kernels

    Minyoung Kim, Luca Rigazio

  • NIPS2014 Workshop (DEEP LEARNING AND REPRESENTATION LEARNING)

    Towards Deep Neural Network Architectures Robust to Adversarial Examples

    Shixiang Gu, Luca Rigazio

  • GPU TECHNOLOGY CONFERENCE2016

    A Single Forward Propagation of Neural Network for Image Detection

    Minyoung Kim, Luca Rigazio, Sotaro Tsukizawa

  • The Visual Object Tracking VOT2014 Challenge ( in conjunction with ECCV 2014)

    Size-Adaptive Pixel Based LUT Tracker

    Cher Keng Heng, Samantha Yue Ying Lim, Zhiheng Niu, Bo Li