Publications

 

Conference

Title

Author(s)

Date Published

  • IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2020

    PlaNet of the Bayesians: Reconsidering and Improving Deep Planning Network by Incorporating Bayesian Inference

    Masashi Okada, Norio Kosaka, Tadahiro Taniguchi
    Link: https://arxiv.org/abs/2003.00370

  • IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2020

    Domain-Adversarial and -Conditional State Space Model for Imitation Learning

    Ryo Okumura, Masashi Okada, Tadahiro Taniguchi
    Link: https://arxiv.org/abs/2001.11628

  • European Conference on Computer Vision(ECCV) Workshop "The Bright and Dark Sides of Computer Vision: Challenges and Opportunities for Privacy and Security (CV-COPS20)"

    Privacy-Aware Face Recognition with Lensless Multi-Pinhole Camera

    Yasunori Ishii, Takayoshi Yamashita, Satoshi Sato
    Link: TBA

  • International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2020

    Estimation Model for Lower Extremity Strength Using Gait Movement Measured with Inertial Sensor Considering Differences of Sex and Environment

    Maho Shiotani, Takahiro Hiyama, Yoshikuni Sato, Jun Ozawa, Yoshiyuki Kobayashi

  • IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2020

    Compressed Volumetric Heatmaps for Multi-Person 3D Pose Estimation

    Matteo Fabbri, Fabio Lanzi, Simone Calderara, Stefano Alletto, Rita Cucchiara
    Link: https://arxiv.org/abs/2004.00329

  • IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2020

    Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision

    Denis Gudovskiy, Alec Hodgkinson, Takuya Yamaguchi, Sotaro Tsukizawa
    Link: https://arxiv.org/abs/2003.00393

  • International Conference on Computer Vision Theory and Applications (VISAPP) 2020

    Simultaneous Visual Context-aware Path Prediction

    Haruka Iesaki, Tsubasa Hirakawa, Takayoshi Yamashita, Hironobu Fujiyoshi, Yasunori Ishii, Kazuki Kozuka, Ryota Fujimura
    Link: https://www.scitepress.org/Link.aspx?doi=10.5220/0008921307410748

  • Proceedings of the 12th International Conference on Language Resources and Evaluation (LREC) 2020

    Annotating and Extracting Synthesis Process of All-Solid-State Batteries from Scientific Literature

    Fusataka Kuniyoshi, Kohei Makino, Jun Ozawa, Makoto Miwa
    Link: https://arxiv.org/abs/2002.07339

  • Workshop at The thirty fourth AAAI Conference on Artificial Intelligence

    RandomNet: Towards Fully Automatic Neural Architecture Design for Multimodal Learning

    Stefano Alletto, Shenyang Huang, Vincent Francois-Lavet, Yohei Nakata and Guillaume Rabusseau
    Link: https://arxiv.org/pdf/2003.01181.pdf

  • Current Alzheimer Research 2020;17(1):60-68

    Automatic Detection of Cognitive Impairments through Acoustic Analysis of Speech

    Ryosuke Nagumo, Yaming Zhang, Yuki Ogawa, Mitsuharu Hosokawa, Kengo Abe, Takaaki Ukeda, Sadayuki Sumi, Satoshi Kurita, Sho Nakakubo, Sangyoon Lee, Takehiko Doi, Hiroyuki Shimada
    Link: https://www.ncbi.nlm.nih.gov/pubmed/32053074

  • NeurIPS 2019 demo track

    Smart Home Appliances: Chat with Your Fridge

    Denis Gudovskiy, Gyuri Han, Takuya Yamaguchi, Sotaro Tsukizawa
    Link: https://arxiv.org/abs/1912.09589

  • Embedded Security in Cars(escar) Europe 2019

    Intrusion Detection and Prevention System for FlexRay against spoofed frame injection

    Takeshi Kishikawa, Ryo Hirano, Yoshihiro Ujiie, Tomoyuki Haga, Hideki Matsushima, Kazuya Fujimura and Jun Anzai

  • IEEE International Conference on Intelligent Robots and Systems (IROS 2019)

    Adjusting Weight of Action Decision in Exploration for Logistics Warehouse Picking Learning

    Yusuke Kato, Tomoaki Nakamura, Takayuki Nagai, Natsuki Yamanobe, Kazuyuki Nagata, Jun Ozawa
    Link: https://ieeexplore.ieee.org/document/8967581

  • IEEE/CVF International Conference on Computer Vision Workshop (ICCVW 2019)

    Adherent Raindrop Removal with Self-Supervised Attention Maps and Spatio-Temporal Generative Adversarial Networks

    Stefano Alletto, Casey Carlin, Luca Rigazio, Yasunori Ishii, Sotaro Tsukizawa
    Link: http://openaccess.thecvf.com/content_ICCVW_2019/papers/ADW/Alletto_Adherent_Raindrop_Removal_with_Self-Supervised_Attention_Maps_and_Spatio-Temporal_Generative_ICCVW_2019_paper.pdf

  • ITS World Congress 2019 (The 26th World Congress on Intelligent Transport Systems)

    Computer Graphic Simulator for AI Automotive Algorithm Development

    Karthikk Subramanian, Sugiri Pranata, Sheng Mei Shen, Ryota Fujimura, Yasunori Ishii, Sotaro Tsukizawa

  • ITS World Congress 2019 (The 26th World Congress on Intelligent Transport Systems)

    Visual Mapping and Localization for Autonomous Vehicle Field Trials in Singapore

    Zheng Wu, Pongsak Lasang, Takafumi Tokuhiro

  • IEEE Intelligent Transportation Systems Conference (ITSC 2019)

    In-Vehicle Network Intrusion Detection and Explanation Using Density Ratio Estimation

    Daiki Tanaka, Makoto Yamada, Hisashi Kashima, Takeshi Kishikawa, Tomoyuki Haga, Takamitsu Sasaki
    Link: https://ieeexplore.ieee.org/document/8917300

  • IEEE Transactions on Systems, Man, and Cybernetics: Systems

    Modular Lightweight Network for Road Object Detection Using a Feature Fusion Approach

    Yazhou Liu, Sen Cao, Pongsak Lasang, Shengmei Shen
    Link: https://ieeexplore.ieee.org/document/8871351

  • IEEE International Conference on Robotics and Automation (ICRA 2020)

    Multi-person Pose Tracking using Sequential Monte Carlo with Probabilistic Neural Pose Predictor

    Masashi Okada, Shinji Takenaka, Tadahiro Taniguchi
    Link: https://arxiv.org/abs/1909.07031

  • NeurIPS 2019 Deep Reinforcement Learning Workshop

    DoorGym: A Scalable Door Opening Environment And Baseline Agent

    Yusuke Urakami, Alec Hodgkinson, Casey Carlin, Randall Leu, Luca Rigazio, Pieter Abbeel
    Link: https://arxiv.org/abs/1908.01887

  • IEEE Access

    MOBIUS: Model-Oblivious Binarized Neural Networks

    Hiromasa Kitai, Jason Paul Cruz, Naoto Yanai, Naohisa Nishida, Tatsumi Oba, Yuji Unagami, Tadanori Teruya,Nuttapong Attrapadung,Takahiro Matsuda, Goichiro Hanaoka
    Link: https://ieeexplore.ieee.org/document/8824120

  • Conference on Robot Learning (CoRL 2019)

    Variational Inference MPC for Bayesian Model-based Reinforcement Learning

    Masashi Okada, Tadahiro Taniguchi
    Link: https://arxiv.org/abs/1907.04202

  • IEEE Transactions on Intelligent Transportation Systems, Volume: 20 , Issue: 10

    Driver Pose Estimation Using Recurrent Lightweight Network and Virtual Data Augmented Transfer Learning

    Yazhou Liu, Pongsak Lasang, Sugiri Pranata, Shengmei Shen, Wenchao Zhang
    Link: https://ieeexplore.ieee.org/abstract/document/8743560

  • Applied Sciences 2019, 9(1), 128

    Improvement in Classification Performance Based on Target Vector Modification for All-Transfer Deep Learning

    Yoshihide Sawada, Yoshikuni Sato, Toru Nakada, Shunta Yamaguchi, Kei Ujimoto, Nobuhiro Hayashi
    Link: https://www.mdpi.com/2076-3417/9/1/128

  • SAE International Journal of Transportation Cybersecurity and Privacy

    Vulnerability of FlexRay and Countermeasures

    Takeshi Kishikawa, Ryo Hirano, Yoshihiro Ujiie, Tomoyuki Haga, Hideki Matsushima, Kazuya Fujimura, Jun Anzai
    Link: https://saemobilus.sae.org/content/11-02-01-0002/

  • ICLR The 2nd Learning from Limited Labeled Data (LLD) Workshop

    Explanation-Based Attention for Semi-Supervised Deep Active Learning

    Denis Gudovskiy, Alec Hodgkinson, Takuya Yamaguchi, Sotaro Tsukizawa
    Link: https://openreview.net/forum?id=SyxKiVmedV

  • International Journal of Computer Vision 127, pp1162–1174 (2019)

    Visibility Enhancement by Integrating Refocusing and Direct-Global Separation with Contact Imaging

    Fusataka Kuniyoshi, Takuya Funatomi, Hiroyuki Kubo, Yoshihide Sawada, Yumiko O. Kato, Yasuhiro Mukaigawa
    Link: https://rd.springer.com/article/10.1007/s11263-019-01173-5

  • IEEE Ineternational Conference on Consumer Electronics(ICCE) 2019

    Lifestyle analysis with IoT data acquired from coffee roaster for service development

    Masaaki Terano, Ayaka Kimura, Jun Ozawa, Yuri Nishikawa, Takeshi Takenaka, Fuko Oura
    Link: https://ieeexplore.ieee.org/document/8661953

  • Deep Reinforcement Learning Workshop NeurIPS 2018

    Disentangling Controllable and Uncontrollable Factors by Interacting with the World

    Yoshihide Sawada, Luca Rigazio, Koji Morikawa, Masahiro Iwasaki, Yoshua Bengio
    Link: https://drive.google.com/open?id=0B_utB5Y8Y6D5UWVUMkhSckRjZTdKdTk5ZWxxRXVNaWNtOVpB

  • IEEE International Conference on Big Data (Big Data) 2018

    Mobility Optimization on Cyber Physical System via Multiple Object Tracking and Mathematical Programming

    Nozomi Hata, Takashi Nakayama, Akira Tanaka, Takashi Wakamatsu, Akihiro Yoshida, Nariaki Tateiwa, Yuri Nishikawa, Jun Ozawa, Katsuki FujisawaTakenaka, Fuko Oura
    Link: https://ieeexplore.ieee.org/document/8622146

  • Radiological Society of North America 104th

    Anatomical Borderline Structure Detection in Chest X-Ray by Deep Neural Networks

    Shinichi Fujimoto, Kenji Kondo, Harumi Itou, Hirohiko Kimura, Toshiki Adachi, Masaki Kiyono, Masato Tanaka, Jun Ozawa

  • NeurIPS Workshop on Systems for ML and Open Source Software

    Explain to Fix: A Framework to Interpret and Correct DNN Object Detector Predictions

    Denis Gudovskiy, Alec Hodgkinson, Takuya Yamaguchi, Yasunori Ishii, Sotaro Tsukizawa
    Link: https://arxiv.org/abs/1811.08011

  • Data Science and Big Data Analytics (DSBDA), IEEE International Conference on Data Mining Workshop (ICDMW 2018)

    An Extension of Gradient Boosted Decision Tree Incorporating Statistical Tests

    Ryuji Sakata, Iku Ohama, Tadahiro Taniguchi
    Link: https://ieeexplore.ieee.org/document/8637438

  • Transactions of the Japanese Society for Artificial Intelligence (JSAI)

    Discovering Relevance-Dependent Bicluster Structure from Relational Data: A Model and Algorithm

    Iku Ohama, Takuya Kida, Hiroki Arimura
    Link: https://www.jstage.jst.go.jp/article/tjsai/33/6/33_B-I46/_article/-char/ja

  • IEICE Transactions on Information and Systems, E101.D (2018)

    Discovering Co-cluster Structure from Relationships between Biased Objects

    Iku Ohama, Takuya Kida, Hiroki Arimura
    Link: https://www.jstage.jst.go.jp/article/transinf/E101.D/12/E101.D_2017EDP7195/_article/-char/ja

  • IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, VOL. 20, NO. 9

    Self-Supervised Optical Flow Estimation by Projective Bootstrap

    Stefano Alletto, Davide Abati, Simone Calderara, Rita Cucchiara, Luca Rigazio
    Link: https://aimagelab.ing.unimore.it/imagelab/pubblicazioni/ssof-its2018.pdf

  • The 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC2018)

    OpenMP and GPGPU Implementations of Probabilistic Occupancy Map for Multiple Human Position Estimation

    Yuri Nishikawa, Hitoshi Sato, Jun Ozawa
    Link: https://ieeexplore.ieee.org/document/8616537

  • 18th International Symposium on Communications and Information Technologies (ISCIT) 2018

    Image Denoising with Deep Convolutional and Multi-directional LSTM Networks under Poisson Noise Environments

    Teerawat Piriyatharawet, Wuttipong Kumwilaisak, Pongsak Lasang
    Link: https://ieeexplore.ieee.org/document/8588010

  • 24th International Conference on Pattern Recognition (ICPR) 2018

    ThinNet: An Efficient Convolutional Neural Network for Object Detection

    Sen Cao, Yazhou Liu, Changxin Zhou, Quan-Sen Sun, Pongsak Lasang, Shengmei Shen
    Link: https://ieeexplore.ieee.org/document/8545809

  • ECCV 2nd International Workshop on Compact and Efficient Feature Representation and Learning in Computer Vision (CEFRL 2018)

    DNN Feature Map Compression using Learned Representation over GF(2)

    Denis Gudovskiy, Alec Hodgkinson, Luca Rigazio
    Link: http://openaccess.thecvf.com/content_ECCVW_2018/papers/11132/Gudovskiy_DNN_Feature_Map_Compression_using_Learned_Representation_over_GF2_ECCVW_2018_paper.pdf

  • FAIM/ISCA Workshop on Artificial Intelligence for Multimodal Human Robot Interaction 2018

    Knowledge-based Dialog Approach for Exploring User’s Intention

    Katsuyoshi Yamagami, Hirokazu Kiyomaru, Sadao Kurohashi
    Link: https://www.isca-speech.org/archive/AI-MHRI_2018/pdfs/2.pdf

  • International Joint Conference on Artificial Intelligence (IJCAI) 2018

    3D-Aided Deep Pose-Invariant Face Recognition

    Jian Zhao, Lin Xiong, Yu Cheng, Yi Cheng, Jianshu Li, Li Zhou, Yan Xu, Jayashree Karlekar, Sugiri Pranata, Shengmei Shen, Junliang Xing, Shuicheng Yan, Jiashi Feng
    Link: https://www.ijcai.org/Proceedings/2018/165

  • IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2018

    Towards Pose Invariant Face Recognition in the Wild

    Jian Zhao, Yu Cheng, Yan, Xu, Lin Xiong, Jianshu Li, Fang Zhao, Jayashree Karlekar, Sugiri Pranata, Shengmei Shen, Junliang Xing, Shuicheng Yan, Jiashi Feng
    Link: https://ieeexplore.ieee.org/document/8578333

  • IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2018

    Dual-Mode Vehicle Motion Pattern Learning for High Performance Road Traffic Anomaly Detection

    Yan Xu, Xi Ouyang, Yu Cheng, Shining Yu, Lin Xiong, Sugiri Pranata, Shengmei Shen, Junliang Xing
    Link: https://ieeexplore.ieee.org/document/8575435

  • IEEE International Conference on Robotics and Automation (ICRA) 2018

    Acceleration of Gradient-based Path Integral Method for Efficient Optimal and Inverse Optimal Control

    Masashi Okada, Tadahiro Taniguchi
    Link: https://arxiv.org/abs/1710.06578

  • IEICE TRANSACTIONS on Information and Systems (Japanese Edition), Vol.J101-D, No.5

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

    Kunio Nobori, Norimichi Ukita, Norihiro Hagita
    Link: https://search.ieice.org/bin/summary.php?id=j101-d_5_780&category=D&year=2018&lang=E&abst=j

  • The 4th International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS) 2018

    Anticipating Driver Actions via Deep Neural Networks and New Driver Personalization Technique through Transfer Learning

    Sahim Kourkouss, Hideto Motomura, Koichi Emura and Eriko Ohdachi
    Link: https://www.scitepress.org/PublicationsDetail.aspx?ID=oMp19GD4W8o=&t=1

  • Journal of Information Processing, Volume 26, 2018

    Supervised and Unsupervised Intrusion Detection Based on CAN Message Frequencies for In-vehicle Network

    Takuya Kuwahara, Yukino Baba, Hisashi Kashima, Takeshi Kishikawa, Junichi Tsurumi, Tomoyuki Haga, Yoshihiro Ujiie, Takamitsu Sasaki, Hideki Matsushima
    Link: https://www.jstage.jst.go.jp/article/ipsjjip/26/0/26_306/_article/-char/en

  • IEEE Conference on Consumer Electronics (ICCE) 2018

    Multiple sports player tracking system based on graph optimization using low-cost cameras

    Yuri Nishikawa, Hitoshi Sato, Jun Ozawa
    Link: https://ieeexplore.ieee.org/document/8326126

  • IEEE International Workshop on Benchmarking, Performance Tuning and Optimization for Big Data Applications (BPOD) at the IEEE BigData 2017

    Performance evaluation of multiple sports player tracking system based on graph optimization

    Yuri Nishikawa, Hitoshi Sato, Jun Ozawa
    Link: https://ieeexplore.ieee.org/document/8258259

  • Dialog System Technology Challenges (DSTC6) 2017

    End-to-end memory networks with word-abstraction and contextual-numbering for goal oriented task

    Asuka Sakai, Hongjie Shi, Takashi Ushio, Mitsuru Endo
    Link: http://workshop.colips.org/dstc6/papers/track1_paper06_sakai.pdf

  • The 31st Annual Conference on Neural Information Processing Systems (NIPS 2017)

    On the Model Shrinkage Effect of Gamma Process Edge Partition Models

    Iku Ohama, Issei Sato, Takuya Kida, Hiroki Arimura
    Link: https://papers.nips.cc/paper/6643-on-the-model-shrinkage-effect-of-gamma-process-edge-partition-models.pdf

  • The 31st Annual Conference on Neural Information Processing Systems (NIPS 2017)

    Dual-Agent GANs for Photorealistic and Identity Preserving Profile Face Synthesis

    Jian Zhao, Lin Xiong, Jayashree Karlekar, Jianshu Li, Fang Zhao, Zhecan Wang, Sugiri Pranata, Shengmei Shen, Jiashi Feng
    Link: https://papers.nips.cc/paper/6612-dual-agent-gans-for-photorealistic-and-identity-preserving-profile-face-synthesis

  • ACM International Conference on Multimodal Interaction (ICMI) 2017

    Audio-visual emotion recognition using deep transfer learning and multiple temporal models

    Xi Ouyang, Shigenori Kawaai, Gue Hua Ester Goh, Shengmei Shen, Wan Ding, Huaiping Ming, Dong-Yan Huang
    Link: https://dl.acm.org/doi/10.1145/3136755.3143012

  • Conference on Robot Learning 2017

    Intention-Net: Integrating Planning and Deep Learning for Goal-Directed Autonomous Navigation

    Wei Gao, David Hsu, Wee Sun Lee, Shengmei Shen, Karthikk Subramanian
    Link: https://arxiv.org/abs/1710.05627

  • Embedded Security in Cars(escar) Europe 2017

    Automotive SIEM and Anomaly Detection using Sand Sprinkled Isolation Forest

    Tomoyuki Haga, Ryota Takahashi, Takamitsu Sasaki, Takeshi Kishikawa, Junichi Tsurumi, Hideki Matsushima

  • IEEE International Conference on Computer Vision (ICCV) 2017

    Neural Person Search Machines

    Hao Liu, Jiashi Feng, Zequn Jie, Jayashree Karlekar, Bo Zhao, Meibin Qi, Jianguo Jiang, Shuicheng Yan
    Link: http://openaccess.thecvf.com/content_ICCV_2017/papers/Liu_Neural_Person_Search_ICCV_2017_paper.pdf

  • ICCV 2017 Workshop on Computer Vision for Road Scene Understanding and Autonomous Driving

    Risky Region Localization With Point Supervision

    Kazuki Kozuka, Juan Carlos Niebles
    Link: http://openaccess.thecvf.com/content_ICCV_2017_workshops/papers/w3/Kozuka_Risky_Region_Localization_ICCV_2017_paper.pdf

  • 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, Jian Zhao, Zhecan Wang, Lin Xiong, Jayashree Karlekar, Hajime Tamura, Tomoyuki Kagaya, Shengmei Shen, Sugiri Pranata, Jiashi Feng, Junliang Xing
    Link: https://ieeexplore.ieee.org/document/8265434

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

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

    Yu Cheng, Jian Zhao, Zhecan Wang, Yan Xu, Jayashree Karlekar
    Link: https://ieeexplore.ieee.org/document/8265437

  • IEEE Transactions on Multimedia Volume: 20 , Issue: 4 , April 2018

    Scale-Aware Fast R-CNN for Pedestrian Detection

    Jianan Li, Xiaodan Liang, ShengMei Shen, Tingfa Xu, Jiashi Feng, Shuicheng Yan
    Link: https://arxiv.org/abs/1510.08160

  • 18th Pacific Rim Conference on Multimedia 2017

    Driver Head Analysis Based on Deeply Supervised Transfer Metric Learning with Virtual Data

    Keke Liu, Yazhou Liu, Quansen Sun, Sugiri Pranata, Shengmei Shen
    Link: https://link.springer.com/chapter/10.1007/978-3-319-77383-4_28

  • IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2017

    External control of walking direction, using cross-wire mobile assist suit

    Kenta Murakami, Stephen W. John, Mayumi Komatsu , Shinobu Adachi
    Link: https://ieeexplore.ieee.org/document/8202273

  • Image and Vision Computing Volume 69, January 2018, Pages 92-102

    Hybrid Ageing Patterns for face age estimation

    Choon-Ching Ng, Moi Hoon Yap, Yi-Tseng Cheng, Gee-Sern Hsu
    Link: https://www.sciencedirect.com/science/article/abs/pii/S026288561730121X

  • International Joint Conferences on Artificial Intelligence (IJCAI) 2017

    Discovering Relevance-Dependent Bicluster Structure from Relational Data

    Iku Ohama, Takuya Kida, Hiroki Arimura
    Link: https://www.ijcai.org/Proceedings/2017/0359.pdf

  • IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2017

    Component Biologically Inspired Features with Moving Segmentation for Age Estimation

    Gee-Sern Jison Hsu, Yi-Tseng Cheng, Choon Ching Ng, Moi Hoon Yap
    Link: https://ieeexplore.ieee.org/abstract/document/8014815

  • International Conference on Rehabilitation Robotics (ICORR) 2017

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

    Stephen W. John, Kenta Murakami, Mayumi Komatsu, Shinobu Adachi
    Link: https://ieeexplore.ieee.org/document/8009278

  • 11th International Conference on Computer Vision Systems (ICVS) 2017

    An efficient method to find a triangle with the least sum of distances from its vertices to the covered point

    Gouyi Chi, KengLiang Loi, Pongsak Lasang
    Link: https://link.springer.com/chapter/10.1007/978-3-319-68345-4_55

  • Journal of Diabetes Science and Technology 2018, Vol. 12(1) 169–173

    A New Mobile Application for Standardizing Diabetic Foot Images

    Moi Hoon Yap, Katie E Chatwin, Choon-Ching Ng, Caroline A Abbott, Frank L Bowling, Satyan Rajbhandari, Andrew JM Boulton, Neil D Reeves
    Link: https://journals.sagepub.com/doi/10.1177/1932296817713761

  • IEEE Transactions on Circuits and Systems for Video Technology, Volume: 28 , Issue: 10

    Video-Based Person Re-Identification With Accumulative Motion Context

    Hao Liu, Zequn Jie, Jayashree Karlekar, Meibin Qi, Jianguo Jiang, Shuicheng Yan, Jiashi Feng
    Link: https://ieeexplore.ieee.org/document/7948787

  • Machine Vision and Application (MVA) 2017

    A surround view image generation method with low distortion for vehicle camera systems using a composite projection

    Kunio Nobori, Norimichi Ukita, Norihiro Hagita
    Link: http://www.mva-org.jp/Proceedings/2017USB/papers/11-04.pdf

  • Machine Vision and Application (MVA) 2017

    Compressive Color Sensing Using Random Complementary Color Filter Array

    Satoshi Sato, Nobuhiko Wakai, Kunio Nobori, Takeo Azuma, Takamichi Miyata, Makoto Nakashizuka
    Link: http://www.mva-org.jp/Proceedings/2017USB/papers/04-02.pdf

  • Machine Vision and Application (MVA) 2017

    Multi-layer Age Regression for Face Age Estimation

    Choon-Ching Ng, Yi-Tseng Cheng, Gee-Sern Hsu, Moi Hoon Yap
    Link: http://www.mva-org.jp/Proceedings/2017USB/papers/09-16.pdf

  • GPU TECHNOLOGY CONFERENCE (GTC) 2017

    SIMILARITY MAPPING WITH ENHANCED SIAMESE NETWORK FOR MULTI-OBJECT TRACKING

    Minyoung Kim
    Link: https://on-demand-gtc.gputechconf.com/gtcnew/sessionview.php?sessionName=s7274-similarity+mapping+with+enhanced+siamese+network+for+multi-object+tracking

  • arXiv

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

    Lin Xiong, Jayashree Karlekar, Jian Zhao, Jiashi Feng, Sugiri Pranata, Shengmei Shen
    Link: https://arxiv.org/abs/1704.00438

  • IEEE International Conference on Consumer Electronics (ICCE) 2017

    Prediction sit-to-stand movement using trunk angle and lower limb EMG for assist system

    Tsuyoshi Inoue, Yusuke Kato, Jun Ozawa
    Link: https://ieeexplore.ieee.org/document/7889262

  • IEEE International Conference on Consumer Electronics (ICCE) 2017

    Soft hip walking assist experimental system featuring variable compliance control

    Stephen W. John, Mayumi Komatsu, Kenta Murakami, Jun Ozawa, Masaki Yamamoto
    Link: https://ieeexplore.ieee.org/document/7889370

  • IEEE International Conference on Consumer Electronics (ICCE) 2017

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

    Souksakhone Bounyong, Mototaka Yoshioka, Jun Ozawa
    Link: https://ieeexplore.ieee.org/document/7889222

  • IEEE Spoken Language Technology Workshop (SLT) 2016

    Recurrent Convolutional Neural Networks for Structured Speech Act Tagging

    Takashi Ushio, Hongjie Shi, Mitsuru Endo, Katsuyoshi Yamagami, Noriaki Horii
    Link: http://workshop.colips.org/dstc5/papers/0000518.pdf

  • IEEE Spoken Language Technology Workshop (SLT) 2016

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

    Hongjie Shi, Takashi Ushio, Mitsuru Endo, Katsuyoshi Yamagami, Noriaki Horii
    Link: http://workshop.colips.org/dstc5/papers/0000559.pdf

  • NIPS Workshop on Machine Learning for Intelligent Transportation Systems 2016

    Similarity Mapping with Enhanced Siamese Network for Multi-Object Tracking

    Minyoung Kim, Stefano Alletto, Luca Rigazio
    Link: https://openreview.net/forum?id=r1oidEgJl

  • International Symposium on Nonlinear Theory and Its Applications (NOLTA) 2016

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

    Miwa Fukino, Yuichi Katori, Kazuyuki Aihara
    Link: https://www.ieice.org/nolta/symposium/archive/2016/articles/1069.pdf

  • 2016 International Symposium on Information Theory and Its Applications (ISITA)

    Private Similarity Searchable Encryption for Euclidean Distance

    Yuji Unagami, Natsume Matsuzaki, Shota Yamada, Nuttapong Attrapadung, Takahiro Matsuda, Goichiro Hanaoka
    Link: https://www.jstage.jst.go.jp/article/transinf/E100.D/10/E100.D_2016INP0011/_article/-char/ja/

  • 24th ACM international conference on Multimedia (MM'16)

    Robust Face Recognition with Deep Multi-View Representation Learning

    Jianshu Li, Jian Zhao, Fang Zhao, Hao Liu, Jing Li, Shengmei Shen, Jiashi Feng, Terence Simbr> Link: https://dl.acm.org/doi/10.1145/2964284.2984061

  • ITS World Congress 2016 (The 23rd World Congress on Intelligent Transport Systems)

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

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

  • ITS World Congress 2016 (The 23rd World Congress on Intelligent Transport Systems)

    Security System for Connected Vehicles

    Takeshi Kishikawa, Yoshihiro Ujiie, Tomoyuki Haga, Manabu Maeda, Hideki Matsushima

  • IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) 2016

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

    Fabio Dalla Libera, Yuko Tsusaka, Yasunao Okazaki, Ryutaro Futakuchi, Masaki Yamamoto, Noriyuki Shikata, Masayuki Terashima
    Link: https://ieeexplore.ieee.org/document/7759131

  • 13th IFAC Symposium on Analysis, Design, and Evaluation of Human-Machine Systems HMS 2016

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

    Yusuke Kato, Tsuyoshi Inoue, Hiroyuki Motoyama, Jun Ozawa
    Link: https://www.sciencedirect.com/science/article/pii/S2405896316321322

  • European Conference on Artificial Intelligence (ECAI) 2016

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

    Yoshihide Sawada, Yoshikuni Sato, Toru Nakada, Kei Ujimoto, Nobuhiro Hayashi
    Link: https://dl.acm.org/doi/10.3233/978-1-61499-672-9-1586

  • European Conference on Artificial Intelligence (ECAI) 2016

    Long-time Sensor Data Analysis for Estimation of Physical Capacity

    Yoshikuni Sato, Yoshihide Sawada, Toru Nakada, Tadayoshi Nonoyama, Masafumi Kubota, Yusuke Koie, Masaki Yasutake, Osamu Yamamura
    Link: https://dl.acm.org/doi/abs/10.3233/978-1-61499-672-9-1624

  • 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2016

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

    Jeffry Bonar Fernando, Mototaka Yoshioka, Jun Ozawa
    Link: https://ieeexplore.ieee.org/document/7591924

  • Journal of Visual Communication and Image Representation, Vol.39, No.C

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

    Pongsak Lasang, Wuttipong Kumwilaisak, Yazhou Liu, Shengmei Shen
    Link: https://dl.acm.org/doi/10.1016/j.jvcir.2016.05.006

  • SAE 2016 World Congress and Exhibition

    A Method for Disabling Malicious CAN Messages by Using a CMI-ECU

    Yoshihiro Ujiie, Takeshi Kishikawa, Tomoyuki Haga, Hideki Matsushima, Tohru Wakabayashi, Masato Tanabe, Yoshihiko Kitamura, Jun Anzai
    Link: https://www.sae.org/publications/technical-papers/content/2016-01-0068/

  • GPU TECHNOLOGY CONFERENCE (GTC) 2016

    A Single Forward Propagation of Neural Network for Image Detection

    Minyoung Kim
    Link: https://on-demand-gtc.gputechconf.com/gtcnew/sessionview.php?sessionName=s6470-a+single+forward+propagation+of+neural+network+for+image+detection

  • IEICE Transactions on Information and Systems Vol.E99.D (2016) Issue 4

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

    Iku Ohama, Hiromi Iida, Takuya Kida, Hiroki Arimura
    Link: https://www.jstage.jst.go.jp/article/transinf/E99.D/4/E99.D_2015EDP7329/_article/-char/ja/

  • International Journal of Machine Learning and Computing, Vol. 6, No. 1

    Whole Layers Transfer Learning of Deep Neural Networks for a Small Scale Dataset

    Yoshihide Sawada, Kazuki Kozuka
    Link: http://www.ijmlc.org/vol6/566-L0077.pdf

  • Fourth Dialog State Tracking Challenge at IWSDS (International Workshop on Spoken Dialogue System) 2016

    Convolutional Neural Networks for Multi-topic Dialog State Tracking

    Hongjie Shi, Takashi Ushio, Mitsuru Endo, Katsuyoshi Yamagami, and Noriaki Horii
    Link: http://www.colips.org/workshop/dstc4/papers.html

  • IEEE Ineternational Conference on Consumer Electronics (ICCE) 2016

    Estimation of wrist angle using EMG and hand movement direction

    Hiroyuki Motoyama, Tsuyoshi Inoue, Jun Ozawa
    Link: https://ieeexplore.ieee.org/document/7430608

  • IEEE Ineternational Conference on Consumer Electronics (ICCE) 2016

    Fall risk estimation based on co-contraction of lower limb during walking

    Souksakhone Bounyong, Shinobu Adachi, Jun Ozawa, Yosuke Yamada, Misaka Kimura, Yuya Watanabe, Keiichi Yokoyama
    Link: https://ieeexplore.ieee.org/document/7430634

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

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

    Gregory Senay, Fabio Massimo Zanzotto, Lorenzo Ferrone, Luca Rigazio
    Link: http://ceur-ws.org/Vol-1583/CoCoNIPS_2015_paper_16.pdf

  • Neurocomputing, Volume 184, 5 April 2016, Pages 55-65

    Multi-sparse descriptor: A scale invariant feature for pedestrian detection

    Yazhou Liu, Pongsak Lasang, Mel W. Siegel, Quan-Sen Sun
    Link: https://www.sciencedirect.com/science/article/pii/S092523121501958X

  • NIPS2015 Workshop (The 1st International Workshop on Feature Extraction: Modern Questions and Challenges)

    Deep Clustered Convolutional Kernels

    Minyoung Kim, Luca Rigazio
    Link: http://proceedings.mlr.press/v44/kim2015a.pdf

  • IEEE International Conference on Computer Vision (ICCV) 2015

    Conditional Convolutional Neural Network for Modality-Aware Face Recognition

    Chao Xiong, Xiaowei Zhao, Danhang Tang, Jayashree Karlekar, Shuicheng Yan, Tae-Kyun Kim
    Link: https://ieeexplore.ieee.org/document/7410775

  • 3rd IAPR Asian Conference on Pattern Recognition (ACPR) 2015

    Deep Learning using Heterogeneous Feature Maps for Maxout Networks

    Yasunori Ishii, Reiko Hagawa, Sotaro Tsukizawa
    Link: https://ieeexplore.ieee.org/document/7486545

  • 3rd IAPR Asian Conference on Pattern Recognition (ACPR) 2015

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

    Reiko Hagawa, Yasunori Ishii, Sotaro Tsukizawa
    Link: https://ieeexplore.ieee.org/document/7486461

  • IEEE International Conference on Image Processing (ICIP) 2015

    Multiple Dictionaries Sparse Coding for Pedestrian Detection

    Yazhou Liu, Pongsak Lasang, Mel W. Siegel, Quan-Sen Sun

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

    A Machine Learning Approach for Lighting Perception Analysis via Crowdsourcing

    Yuki Minoda, Iku Ohama, Eiichi Muramoto
    Link: http://dl.acm.org/citation.cfm?id=2800969

  • IEEE Robot and Human Interactive Communication (RO-MAN) 2015

    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, Toshiaki Funatani, Hiroto Shima
    Link: https://ieeexplore.ieee.org/document/7333612

  • IEEE Engineering in Medicine and Biology Society (EMBC) 2015

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

    Kazuki Kozuka, Takata, Kazutoyo, Kondo, Kenji, Kyohei Karasawa, Yasushi Hirano, Shoji Kido

  • IEEE Engineering in Medicine and Biology Society (EMBC) 2015

    Estimation of Knee Extensor Strength Using Wearable Sensors

    Yoshikuni Sato, Toru Nakada, Kazuki Kozuka, Masaki Kiyono, Tadayoshi Nonoyama, Masafumi Kubota, Yusuke Koie, Masaki Yasutake, Osamu Yamamura

  • IEEE Engineering in Medicine and Biology Society (EMBC) 2015

    Prediction of PeakVO2 from Walking Energy Cost Index for the Elderly

    Toru Nakada, Yoshikuni Sato, Kazuki Kozuka, Masaki Kiyono, Tadayoshi Nonoyama, Masafumi Kubota, Yusuke Koie, Masaki Yasutake, Osamu Yamamura

  • IEEE Engineering in Medicine and Biology Society (EMBC) 2015

    ERD detection rate increases when using EEG between ear and scalp

    Shinobu Adachi, Souksakhone Bounyong, Jun Ozawa

  • International Joint Conference on Neural Networks (IJCNN) 2015

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

    Mototaka Yoshioka, Kenta Murakami, Jun Ozawa
    Link: https://ieeexplore.ieee.org/document/7280486

  • 29th International Congress and Exhibition on Computer Assisted Radiology and Surgery (CARS) 2015

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

    Kazuki Kozuka, Kazutoyo Takata, Kenji Kondo, Masaki Kiyono, Masato Tanaka, Toyohiko Sakai, Hirohiko Kimura

  • IAPR Machine Vision And Application Organization (MVA) 2015

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

    Kenta Murakami, Mototaka Yoshioka, Jun Ozawa
    Link: http://www.mva-org.jp/Proceedings/2015USB/papers/12-04.pdf

  • IAPR Machine Vision And Application Organization (MVA) 2015

    Compressive Sensing Reconstruction Using Collaborative Sparsity among Color Channels

    Satoshi Sato, Motonori Ishii, Yoshihisa Kato, Kunio Nobori, Takeo Azuma
    Link: http://www.mva-org.jp/Proceedings/2015USB/papers/12-02.pdf

  • IAPR Machine Vision And Application Organization (MVA) 2015

    Transfer Learning Method using Multi-Prediction Deep Boltzmann Machines for a small scale dataset

    Yoshihide Sawada, Kazuki Kozuka
    Link: http://www.mva-org.jp/Proceedings/2015USB/papers/05-21.pdf

  • 2015 SIAM International Conference on DATA MINING (SDM) 2015

    Multi-Layered Framework for Modeling Relationships between Biased Objects

    Iku Ohama, Takuya Kida, Hiroki Arimura
    Link: http://epubs.siam.org/doi/abs/10.1137/1.9781611974010.92

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

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

    Jeffry Bonar Fernando, Koji Morikawa
    Link: https://ieeexplore.ieee.org/document/7126358

  • IEEE Conference on Consumer Electronics (ICCE) 2015

    Electrode layout of wristband EMG measuring device for hand gesture recognition

    Hiroyuki Motoyama, Tsuyoshi Inoue, Yumiko O. Kato, Jun Ozawa
    Link: https://ieeexplore.ieee.org/document/7066357

  • NIPS2014 Workshop on DEEP LEARNING AND REPRESENTATION LEARNING

    Towards Deep Neural Network Architectures Robust to Adversarial Examples

    Shixiang Gu, Luca Rigazio
    Link: https://arxiv.org/abs/1412.5068

  • 12th IAPR Asian Conference on Computer Vision (ACCV) 2014

    Learning Hierarchical Feature Representation in Depth Image

    Yazhou Liu, Pongsak Lasang, Mel W. Siegel, Quan-Sen Sun
    Link: https://link.springer.com/chapter/10.1007/978-3-319-16811-1_39

  • 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
    Link: https://link.springer.com/chapter/10.1007/978-3-319-16181-5_14

  • IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2012

    Shrink boost for selecting multi-LBP histogram features in object detection

    Cher Keng Heng, Sumio Yokomitsu, Yuichi Matsumoto, Hajime Tamura
    Link: https://ieeexplore.ieee.org/document/6248061