Stephen Githinji Karungaru, Minoru FukumiandNorio Akamatsu : Facial Expression Creation using Image Warping and Neural Networks, Proc. of JACC'2003, (巻), No.FP2-02-1, 1120-1122, Nov. 2003.
Stephen Githinji Karungaru, Minoru FukumiandNorio Akamatsu : Recognizing Frontal Faces using Neural Networks., Proc. of 8th International Conference on Knowledge-Based Intelligent Information & Engineering Systems'2004, (巻), (号), 1045-1050, Wellington, Sep. 2004.
Stephen Githinji Karungaru, Minoru FukumiandNorio Akamatsu : Feature Extraction for Face Detection and Recognition., Proc. of 13th IEEE International Workshop on Robot and Human Interactive Communication'2004, (巻), No.pp. 235-239, (頁), Kurashiki, Japan, Sep. 2004.
Stephen Githinji Karungaru, Minoru FukumiandNorio Akamatsu : Face Recognition using Genetic Algorithm based Template Matching, Proc. of IEEE International Symposium on Communications and Information Technologies'2004, (巻), (号), 1252-1257, Sapporo, Oct. 2004.
Stephen Githinji Karungaru, Minoru FukumiandNorio Akamatsu : Morphing Human Faces: Automatic Control Points selection and Color Transition, Trans. on Engineering Computing and Technolog, Vol.1, No.1, 224-227, 2004.
Stephen Githinji Karungaru, Minoru FukumiandNorio Akamatsu : Face Recognition in Color Images Using Neural Networks and Genetic Algorithms, International Journal of Computational Intelligence and Applications, Vol.5, No.1, 55-67, 2005.
Stephen Githinji Karungaru, Minoru FukumiandNorio Akamatsu : Face Gesture Recognition Using Artificial Neural Networks, Proc. of The Society of Instrument and Control Engineers (SICE) Annual Conference, (巻), (号), 136-140, Okayama, Aug. 2005.
Stephen Githinji Karungaru, Minoru FukumiandNorio Akamatsu : Genetic Algorithms Based On-line Size and Rotation Invariant Face Detection, Journal of Signal Processing, Vol.9, No.6, 497-503, 2005.
Stephen Githinji Karungaru, Minoru FukumiandNorio Akamatsu : Automatic Facial Gesture Construction Using Image Warping, Proc. of International Federation for Systems Research, Vol.1, No.S3-2-2, 1-6, Kobe, Nov. 2005.
Stephen Githinji Karungaru, Minoru FukumiandNorio Akamatsu : Malaysian License Plate Recognition Using Artificial Neural Networks and Evolutionally Computation, Proc. of International Federation for Systems Research, Vol.1, No.S3-7-3, 1-5, Kobe, Nov. 2005.
Stephen Githinji Karungaru, Minoru FukumiandNorio Akamatsu : License Plate Localization Using Template Matching, CD Proc. of 9th International Conference on Mechtornics Technology, Vol.1, No.T4-3, 1-5, Kuala lumpur, Dec. 2005.
Stephen Githinji Karungaru, Youngmin Choie, Minoru FukumiandNorio Akamatsu : Korean Lightweight Font Development using Outline Compression Reduction Function, Proc. of The 12th Korea-Japan Joint Workshop on Frontiers of Computer Vision, (巻), (号), 289-294, Tokushima, Feb. 2006.
Stephen Githinji Karungaru, Minoru Fukumi, Norio AkamatsuandAkashi Takuya : Optimizing Feature Extraction for the Camera Mouse using Genetic Algorithms, WSEAS Proceeding on Computers, (巻), (号), 873-877, (都市), July 2006.
Takizawa Atsushi, Stephen Githinji Karungaru, Minoru FukumiandNorio Akamatsu : Recognizing Parked Vehicles License Plate Using Image Frame-Difference and Template Matching, Proc. of the International Conference on Soft Computing and Intelligent Systems and International Symposium on advanced Intelligent Systems, (巻), (号), 141-144, Tokyo, Sep. 2006.
Fukuda Keiji, Stephen Githinji Karungaru, Minoru FukumiandNorio Akamatsu : Personal Authentication using Fingerprints, Proc. of the International Conference on Soft Computing and Intelligent Systems and International Symposium on advanced Intelligent Systems, (巻), (号), 1144-1149, Tokyo, Sep. 2006.
Takahashi Yasuyuki, Stephen Githinji Karungaru, Minoru FukumiandNorio Akamatsu : Feature Point Extraction in Face Image by Neural Network, Proc. of SICE-ICCAS 2006, (巻), (号), 3783-3786, Busan, Oct. 2006.
Watanabe Takumi, Stephen Githinji Karungaru, Minoru FukumiandNorio Akamatsu : Design of an IR Communication Link for a Computer-Controlled Humanoid Robot, Proc. of SICE-ICCAS 2006, (巻), (号), 3496-3499, Busan, Oct. 2006.
Ogawa Takahiro, Stephen Githinji Karungaru, Yasue Mitsukura, Minoru FukumiandNorio Akamatsu : Feature Extraction in Listening to the Music Using Statistical Analysis of the EEG, Proc. of SICE-ICCAS 2006, (巻), (号), 5120-5123, Busan, Oct. 2006.
Stephen Githinji Karungaru, Minoru Fukumi, Akashi TakuyaandNorio Akamatsu : A Simple 3D Edge Template for Pose Invariant Face Detection, Proc. of Knowledge-Based & Intelligent Information & Engineering Systems (KES), (巻), (号), 692-698, Bournemouth, Oct. 2006.
Stephen Githinji Karungaru, Minoru Fukumi, Norio AkamatsuandTakuya Akashi : Optimizing Feature Extraction for the Camera Mouse using Genetic Algorithms, WSEAS Transactions on Computers, Vol.5, No.11, 2722-2725, 2006.
Takenaka Yusuke, Stephen Githinji Karungaru, Minoru FukumiandNorio Akamatsu : Isolated Syllable Recognition on Mobile Terminal Devices, Proc. of IASTED International Conference on Computational Intelligence, (巻), (号), 366-371, San Francisco, Nov. 2006.
Stephen Githinji Karungaru, Minoru Fukumi, Norio AkamatsuandAkashi Takuya : Automatic Human Faces Morphing Using Genetic Algorithms Based Control Points Selection, International Journal of Innovative Computing, Information and Control, Vol.3, No.2, 247-256, 2007.
Stephen Githinji Karungaru, Minoru Fukumi, Takuya AkashiandNorio Akamatsu : Multiple Faces Detection in Real Time using Neural Networks, Proceedings of the 6th International conference on Computational Intelligent, Man Machine Systems and Cybernetics, 63-68, Canary Islands, Spain, Dec. 2007.
Stephen Githinji Karungaru, Minoru Fukumi, Takuya AkashiandNorio Akamatsu : Genetic Algorithms based Adaptive Search Area Control for Real Time Multiple Face Detection using Neural Networks, WSEAS Transactions on Signal Processing, Vol.4, 97-109, 2008.
YOSHIDA Toshihiro, OGAWA Takahiro, Stephen Githinji Karungaru, Satoru Tsuge, Minoru FukumiandYasue Mitsukura : Relation between mental change and EEG when doing Trivial Tasks, Proc. of ICEE'08, Vol.O-160, 1-5, Okinawa, July 2008.
TADA Ryosuke, Tadahiro Oyama, Satoru Tsuge, Stephen Githinji KarungaruandMinoru Fukumi : Identification of Music According to Singer, Proc. of ICEE'2008, Vol.P-014, 1-5, Okinawa, July 2008.
Choge Hillary, Stephen Githinji Karungaru, Satoru TsugeandMinoru Fukumi : A Fourier-Space Palmprint Feature Extraction Method for Personal Identification, 電気学会 電子・情報・システム部門大会 講演プラグラム集, 303-307, Aug. 2008.
Stephen Githinji Karungaru, Minoru Fukumi, Akashi TakuyaandNorio Akamatsu : Facial Gesture Simulation for a Single Image using Image Warping, Proceedings of SCIS&ISIS, 631-635, Nagoya, Japan, Sep. 2008.
Tadahiro Oyama, Stephen Githinji Karungaru, Satoru Tsuge, Yasue MitsukuraandMinoru Fukumi : Incremental Learning Method of Simple-PCA, Proc. of KES'2008, 403-410, Zagreb (Croatia), Sep. 2008.
Tadahiro Oyama, Stephen Githinji Karungaru, Satoru Tsuge, Yasue MitsukuraandMinoru Fukumi : Incremental Algorithm of Discriminant Analysis, Proc. of SCIS&ISIS, 640-643, Nagoya (Japan), Sep. 2008.
Stephen Githinji Karungaru, Fukuda Keiji, Minoru FukumiandNorio Akamatsu : Classification of Fingerprint Images into Individual Classes Using Neural Networks, Proceedings of the 34th Annual Conference of the IEEE Industrial Electronics Society, 1857-1862, Orlando, Florida, USA, Nov. 2008.
Takuya Akashi, Yuji Wakasa, Kanya Tanaka, Stephen Githinji KarungaruandMinoru Fukumi : Interactive Interface Using Evolutionary Eye Sensing, Proceedings of the 11th IASTED International Conference Intelligent Systems and Control (ISC 2008), 181-186, Orlando, Florida, USA, Nov. 2008.
Stephen Githinji Karungaru, Fukuda Keiji, Minoru FukumiandNorio Akamatsu : Fingerprints Images Enhancement Using a Concavity and Convexity method, Biomedical Soft Computing and Human Sciences, Vol.14, No.1, 39-46, 2008.
Nakaura Kazuhiro, Stephen Githinji Karungaru, Takuya Akashi, Yasue MitsukuraandMinoru Fukumi : Fast statistical learning with Kerne-Based Simple-FDA, Proc. of IEEE International Conference on Signal Image Technology and Internet Based Systems, 333-337, Bali (Indonesia), Dec. 2008.
Tadahiro Oyama, Stephen Githinji Karungaru, Satoru Tsuge, Yasue MitsukuraandMinoru Fukumi : Incremental Learning Method for Biological Signal Identification, Proc. of 13th International Conference on Biomedical Engineering (ICBME2008), Singapore, Dec. 2008.
Tadahiro Oyama, Stephen Githinji Karungaru, Satoru Tsuge, Yasue MitsukuraandMinoru Fukumi : Fast Incremental Algorithm of Simple Principal Component Analysis, IEEJ Transactions on Electronics, Information and Systems, Vol.129, No.1, 112-117, 2009.
Toshihiro Yoshida, Takahiro Ogawa, Tadahiro Oyama, Stephen Githinji Karungaru, Yasue Mitsukura, Satoru TsugeandMinoru Fukumi : Relation Between Mental Change and EEG When Performing Trivial Tasks, Proc. of NCSP'2009, 431-434, Honolulu, March 2009.
Stephen Githinji Karungaru, Takuya Akashi, Minoru FukumiandNorio Akamatsu : Image Morphing and Warping: Application to Speech Simulation using a Single Image, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol.13, No.4, 441-446, 2009.
Choge Kipsang Hillary, Stephen Githinji Karungaru, Satoru TsugeandMinoru Fukumi : A DFT-Based Method of Feature Extraction for Palmprint Recognition, IEEJ Transactions on Electronics, Information and Systems, Vol.129-C, No.7, 1296-1304, 2009.
Tadahiro Oyama, Hillary Kipsang Choge, Stephen Githinji Karungaru, Satoru TsugeandMinoru Fukumi : Identification of Wrist EMG Signals using Dry Type Electrodes, Proc. of ICCAS-SICE, 4433-4436, Fukuoka (Japan), Aug. 2009.
Hillary Kipsang Choge, Tadahiro Oyama, Stephen Githinji Karungaru, Satoru TsugeandMinoru Fukumi : A Circle-Based Region-Of-Interest Segmentation Method for Palmprint Recognition, Proc. of ICCAS-SICE, 4993-4997, Fukuoka (Japan), Aug. 2009.
Stephen Githinji Karungaru, Sugizaki MasakazuandMinoru Fukumi : Biped Robot Walking Control using Image Processing, Proc. of ICCAS-SICE, 4020-4024, Fukuoka (Japan), Aug. 2009.
Stephen Githinji Karungaru, Minoru Fukumi, Norio AkamatsuandTakuya Akashi : Detection and Recognition of Vehicle License Plates Using Template Matching, Genetic Algorithms and Neural Networks, International Journal of Innovative Computing, Information and Control, Vol.5, No.7, 1975-1985, 2009.
Tadahiro Oyama, Stephen Githinji Karungaru, Satoru Tsuge, Yasue MitsukuraandMinoru Fukumi : Fast Approximate Incremental Learning Algorithm based on of Simple-FLDA, Journal of Signal Processing, Vol.13, No.6, 515-523, 2009.
Stephen Githinji Karungaru, Kamei Tomoaki, Fujiwara Masato, Norio AkamatsuandMinoru Fukumi : Vowel Recognition Using Akamatsu Integral and Differential Transforms, International Journal of Advanced Intelligence (IJAI), Vol.1, No.1, 125-140, 2009.
Hillary Kipsang Choge, Tadahiro Oyama, Stephen Githinji Karungaru, Satoru TsugeandMinoru Fukumi : Palm print Recognition Based on Local DCT Feature Extraction, Proc. of ICONIP, 639-648, Bangkok(Thailand), Dec. 2009.
Miyoshi Masato, Tadahiro Oyama, Hillary Choge, Stephen Githinji Karungaru, Satoru TsugeandMinoru Fukumi : Music Classification using Sensitive Words, Proceeding of 2010 International Workshop on Nonlinear Circuits, Communication and Signal Processing NCSP'10, 211-214, Honolulu, March 2010.
Atsushi Ishitani, Shiraishi Takuya, Fumitoshi Taoka, Stephen Githinji Karungaru, Satoru TsugeandMinoru Fukumi : A Simple Interface for Mobile Robot using Motion Stereo Vision, Proceeding of 2010 International Workshop on Nonlinear Circuits, Communication and Signal Processing NCSP'10, 560-563, Honolulu, March 2010.
Kentaro Nakao, Stephen Githinji Karungaru, Satoru TsugeandMinoru Fukumi : Biped Robot Walking on Uneven Surfaces using Reinforcement Learning, Proceeding of 2010 International Workshop on Nonlinear Circuits, Communication and Signal Processing NCSP'10, 572-575, Honolulu, March 2010.
Toru Seo, Stephen Githinji Karungaru, Satoru TsugeandMinoru Fukumi : Driver Alcohol Consumption Detection System using EEG, Proceeding of 2010 International Workshop on Nonlinear Circuits, Communication and Signal Processing NCSP'10, 632-635, Honolulu, March 2010.
Stephen Githinji Karungaru, Kenji TeradaandMinoru Fukumi : Improving mobility for blind persons using video sunglasses, Proceedings of 17th Korea-Japan Joint Workshop on Frontiers of Computer Vision, 1-5, Ulsan, South Korea, Feb. 2011.
Stephen Githinji Karungaru, Kenji TeradaandMinoru Fukumi : Background Updating for Abandoned Luggage Detection at Train Stations, Proc. of ICMLC'2011, Vol.2, 11-14, Singapore, Feb. 2011.
Takayuki Kashihara, Stephen Githinji KarungaruandKenji Terada : A People Counting Method using Measurement Lines, Proceedings of 18th Korea-Japan Joint Workshop on Frontiers of Computer Vision, 14-18, Yokohama, Feb. 2012.
Hemdan Ibrahim, Stephen Githinji KarungaruandKenji Terada : Robust Facial Features Tracking in Video Sequences using Efficient Template Matching, Proceedings of 18th Korea-Japan Joint Workshop on Frontiers of Computer Vision, 70-74, Yokohama, Feb. 2012.
Stephen Githinji Karungaru, Kenji TeradaandMinoru Fukumi : Abandoned Luggage Detection using a Dynamic Background Model and Earth Movers Distance, Proceedings of 18th Korea-Japan Joint Workshop on Frontiers of Computer Vision, 82-88, Yokohama, Japan, Feb. 2012.
Wang Wei, Stephen Githinji KarungaruandKenji Terada : An Eye Location Estimation Algorithm based on HSV Color Space and Template Matching, Proceedings of 18th Korea-Japan Joint Workshop on Frontiers of Computer Vision, 133-137, Yokohama, Feb. 2012.
Takahashi Ryo, Stephen Githinji KarungaruandKenji Terada : Reliable Human Recognition and Authentication using Retina Images, Proceedings of 18th Korea-Japan Joint Workshop on Frontiers of Computer Vision(FCV2012), 288-292, Yokohama, Feb. 2012.
Elmarhomy Ahmed, Stephen Githinji KarungaruandKenji Terada : A New Approach for Counting Passersby utilizing Space-time Images, ICDIMSP 2012 : International Conference on Digital Image and Multidimensional Signal Processing, Florence, Italy, Feb. 2012.
Stephen Githinji Karungaru, Higashidani TakuyaandKenji Terada : Tired State Recognition during Sports using Image Processing, Proc. of NCSP'2012, 643-646, Honolulu, March 2012.
Stephen Githinji Karungaru, Kenji TeradaandMinoru Fukumi : Feature Extraction For Human Recognition Based On Bifurcation Points Using Genetic Algorithms, Proc. of NCSP'2012, 615-618, Honolulu, March 2012.
Stephen Githinji Karungaru, Yoshida Toshihiro, Seo Toru, Minoru FukumiandKenji Terada : Monotonous Tasks and Alcohol Consumption effects on the Brain by EEG Analysis using Neural Networks, International Journal of Computational Intelligence and Applications, Vol.11, No.3, 1250015, 2012.
Stephen Githinji Karungaru, Ishitani Atsushi, Shiraishi TakuyaandMinoru Fukumi : A Simple Interface for Mobile Robot Equipped with Single Camera using Motion Stereo Vision, International Journal of Machine Learning and Computing, Vol.2, No.5, 633-639, 2012.
Stephen Githinji Karungaru, Kenji TeradaandMinoru Fukumi : Automatic Background Updating for Abandoned Object Detection at Train Stations, International Journal of Machine Learning and Computing, Vol.2, No.5, 609-613, 2012.
Li Qian, Stephen Githinji Karungaru, Kenji TeradaandLi Lei : Object Recognition from Aerial Rescue Robots, International Technical Conference on Circuits Systems Computers and Communications, 615-618, Sapporo, July 2012.
Stephen Githinji Karungaru, Kenji TeradaandMinoru Fukumi : Detection of Abandoned Luggage and Owner Tracking at Sensitive Public Areas, IEEJ Transactions on Electronics, Information and Systems, Vol.133-C, No.1, 67-73, 2012.
Stephen Githinji Karungaru, Kenji TeradaandMinoru Fukumi : Character Recognition from Virtual Scenes and Vehicle License Plates using Genetic Algorithms and Neural Networks, InTech Inc, (都市), Oct. 2012.
Wang Wei, Stephen Githinji Karungaru, Tsuji AkinoriandKenji Terada : Face Recognition Approach Based on Hyhrid Algorithm, Proceedings of the 2013 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing(NCSP'13), 313-316, Kona, Hawaii, USA, March 2013.
Stephen Githinji Karungaru, Nakano HitoshiandMinoru Fukumi : Road Traffic Signs Recognition using Genetic Algorithms and Neural Networks, International Journal of Machine Learning and Computing, Vol.3, No.3, 313-317, 2013.
Stephen Githinji Karungaru, Minoru FukumiandKenji Terada : Hand Written Character Recognition using Star-Layered Histogram Features, Proceedings of SICE Annual Conference 2013, (都市), Dec. 2013.
Stephen Githinji Karungaru, Yammoto JumpeiandKenji Terada : Japanese Road Signs Recognition using Neural Networks, Proceedings of SICE, (都市), Dec. 2013.
Stephen Githinji Karungaru, Kenji TeradaandMinoru Fukumi : Vehicle Extraction from Aerial Images Captured using an UAV, Proceedings of the 2014 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing(NCSP'14), 313-316, Honolulu, Hawaii, USA, March 2014.
Stephen Githinji Karungaru, Minoru FukumiandKenji Terada : Human Action Recognition using Normalized Cone Histogram Features, Proceedings of the IEEE Symposium Series on Computational Intelligence (CIMSIVP 2014), (巻), (号), 12-16, Florida, Dec. 2014.
Stephen Githinji Karungaru : Feature Extraction from Wearable Sensors for Human Action Recognition, Proc. of 2015 RISP International Workshop on Nonlinear Circuits and Signal Processing, (巻), (号), 131-134, KuaLa Lumpur, March 2015.
Stephen Githinji Karungaru : Human Action Recognition using Wearable Sensors and Neural Networks, Proc. of 2015 ASCC Emerging Control Techniques for a Sustainable World, (巻), (号), (頁), Kota Kitabalu, June 2015.
Stephen Githinji Karungaru, Daikoku MasayukiandKenji Terada : Multi Cameras Based Indoors Human Action Recognition Using Fuzzy Rules, Journal of Pattern Recognition Research, Vol.10, No.1, 61-74, 2015.
Stephen Githinji Karungaru, Yamamoto JumpeiandKenji Terada : Towards Autonomous Driving: Road Surface Signs Recognition using Neural Networks, International Journal of Engineering Research and Technology, Vol.5, No.8, 34-38, 2016.
Lay Kuen-Tsair, Stephen Githinji Karungaru, Chen Yi-JingandHsuen Hsing-Chun : Visually Comprehensible QR Codes via Embedding of Big Logos, Proceedings of IEEE International Conference on Signal and Image Processing, (巻), (号), 225-230, Beijing China, Oct. 2016.
Chung Ming-Hsuan, Stephen Githinji KarungaruandKenji Terada : Intelligent Driver Support Systems: Pedestrian Detection Using HOG Algorithm, Proceedings of the 4th IIAE International Conference on Intelligent Systems and Image Processing, (巻), (号), 261-264, Kyoto, Oct. 2016.
Stephen Githinji Karungaru : Human Action Recognition using Surveillance Cameras and Wearable Sensors, Proceedings of 2nd ICKE2016, (巻), (頁), Aurangabad, India, Dec. 2016.
Ryo Moriwake, Stephen Githinji KarungaruandKenji Terada : Character Recognition in Road Signs using a Smartphone, Proceedings of the 6th IIAI International Congress on Advanced Applied Informatics( IIAI-AAI 2017), 1036-1041, Hamamatsu, Japan, July 2017.
Yoshino Naoyuki, Stephen Githinji KarungaruandKenji Terada : Body Physical Measurement using Kinect for Virtual Dressing Room, Proceedings of the 6th IIAI International Congress on Advanced Applied Informatics( IIAI-AAI 2017), No.SCAI-4, 845-850, Hamamatsu, July 2017.
Stephen Githinji Karungaru, Kenji MatsuuraandNaka Gotoda : Analysis of Rope Skipping Features for Gross Motor Skill Development, International Research Symposium on Engineering and Technology, (巻), (号), 97-102, Singapore, Dec. 2017.
Stephen Githinji Karungaru, Tomohiro IshinoandKenji Terada : Advanced Safety Vehicle (ASV) Technology Driver Support System Monitor using Three Onboard Camera, Journal of the Institute of Industrial Applications Engineers, Vol.6, No.1, 21-28, 2018.
Stephen Githinji Karungaru, Kenji MatsuuraandNaka Gotoda : Feature Tracking using Particle Filer in Rope Skipping for Gross Motor Skill Development, International Journal of Computer Applications proceedings of 2nd ICKE2016, Vol.1, No.1, 25-29, Aurangabad, India, Jan. 2018.
Sapkal 2)Shubhangi, Deshmukh R Ratndeep., Stephen Githinji KarungaruandBanerjee Soumya : Biometric Cryptosystem for Finger Print Verification, International Journal of Computer Applications proceedings of 2nd ICKE2016, (巻), (号), 240-244, Aurangabad, India, Jan. 2018.
P.V. Janse, Ratndeep. R Deshmukh, Stephen Githinji Karungaru, N. V. KalyankarandPankaj Koinkar : Hyperspectral Remote Sensing for Agriculture: A Review, International Journal of Computer Applications proceedings of 2nd ICKE2016, 359-363, Aurangabad, India, Jan. 2018.
Kayte J.N., Deshmukh R Ratndeep., Stephen Githinji KarungaruandKalyankar V. N. : Review of Digital Soil Mapping Procedures, International Journal of Computer Applications proceedings of 2nd ICKE2016, (巻), (号), 391-395, Aurangabad, India, Jan. 2018.
Stephen Githinji KarungaruandKenji Terada : Household Items Recognition using Distance Sensor Equipped Video Sunglasses, Risp International Workshop on Nonlinear Circuits, Communications and Signal Processing, 204-207, (都市), March 2018.
Lkhagvasuren Ulziisaikhan, Stephen Githinji KarungaruandKenji Terada : Real time backpack detection in visual surveillance based On verticals contour analysis, 6th IIAE International Conference on Industrial Application Engineering 2018, (巻), (号), 107-110, (都市), March 2018.
Yoshino Naoyuki, Stephen Githinji KarungaruandKenji Terada : Body Physical Parameters Measurement using Kinect, 4th International Forum on Advanced Technologie, (巻), (号), p2-14, (都市), March 2018.
Moriwake Ryo, Stephen Githinji KarungaruandKenji Terada : Road Sign Character Recognition On a Smart phone using Deep Learning, 4th International Forum on Advanced Technologies, (巻), (号), p2-15, (都市), March 2018.
Hossain Mobarok Bhuyain, Stephen Githinji Karungaru, Kenji TeradaandAkinori Tsuji : Human Detection and Tracking Using HOG Feature and Particle Filter in Video Surveillance System, International Journal of Advanced Intelligence (IJAI), Vol.9, No.3, 397-407, 2018.
Stephen Githinji Karungaru, Kenji MatsuuraandNaka Gotoda : Ellipse Feature Detection in Rope Skipping for Gross Motor Skill Development, International Journal of Engineering Science and Innovative Technology (IJESIT), Vol.7, No.3, 10-14, 2018.
Mobarok Bhuyain, Stephen Githinji KarungaruandKenji Terada : Robust Detection and Tracking of Moving Objects Using Particle Filter, Proceedings of Annual Conference on Engineering and Applied Science (ACEAT2018), 27-29, (都市), Nov. 2018.
Tomoya Sasaki, Stephen Githinji KarungaruandKenji Terada : Automatic Recognition of Road Marking using CNN, Proceedings of International Research Conference on Engineering and Technology(IRSET2019), 322-326, Taipei, Jan. 2019.
Stephen Githinji Karungaru, Kenji Matsuura, Hiroki Tanioka, Tomohito WadaandNaka Gotoda : Ground Sports Strategy Formulation and Assistance Technology Development - Player Data Acquisition from Drone Videos, Proceedings of 8th International Conference on Industrial Technology and Management, (巻), (号), 322-326, (都市), March 2019.
Robert NsingaandStephen Githinji Karungaru : Predictive Analysis of Cohesiveness in Multivariate Sequences Using Recurrent Neural Networks, The 166th IASTEM International conference, (巻), (号), 1-5, (都市), March 2019.
Dongyang Lyu, Stephen Githinji KarungaruandKenji Terada : Vision-Based Vehicle Recognition Classification Using Convolutional Neural Network and Support Vector Machine, Proceedings of Annual conference on Engineering and Information Technology(ACEAIT2019), 125-132, Kyoto, March 2019.
ZHU Yunpeng, Stephen Githinji KarungaruandKenji Terada : Human Interaction Recognition Based on Deep Learning, Proceedings of Annual conference on Engineering and Information Technology(ACEAIT2019), 178-186, Kyoto, March 2019.
Stephen Githinji Karungaru : Kitchen Utensils Recognition using Fine Tuning and Transfer Learning, Proceedings of International Conference on Video and Image Processing, (巻), (号), 19-22, Shanghai, Dec. 2019.
Robert Nsinga, Stephen Githinji KarungaruandKenji Terada : Mitigating Constraints in Load Balancing and Scheduling in Embedded Systems with Ensemble Models, Proceeding of the 6th IEEJ international workshop on Sensing, Actuation, Motion Control, and Optimization, Vol.TT-3, 1-4, Tokyo, March 2020.
MIA MD.MOHSIN, Stephen Githinji KarungaruandKenji Terada : Tracking Owner of Detected Abandoned Luggage at Public Areas, Proceeding of the 6th IEEJ international workshop on Sensing, Actuation, Motion Control, and Optimization, Vol.P-31, 1-4, Tokyo, March 2020.
Ryosuke Tsuji, Stephen Githinji KarungaruandKenji Terada : Risky Pedestrian Detection System using In-vehicle Camera, Proceeding of the 6th IEEJ international workshop on Sensing, Actuation, Motion Control, and Optimization, Vol.TT-2, 1-4, Tokyo, March 2020.
jargalsaikhan Orgil, Stephen Githinji KarungaruandKenji Terada : Facial emotion recognition using deep learning ls, Proceeding of the 6th IEEJ international workshop on Sensing, Actuation, Motion Control, and Optimization, Vol.TT-11, (号), 1-4, Tokyo, March 2020.
Stephen Githinji Karungaru, Kenji Matsuura, Hiroki Tanioka, Naoya Kohda, Naka GotodaandTomohito Wada : Towards Drone-Video Player Detection and Tracking for Soccer Strategy Analysis, Proceedings of the 6th IEEJ international workshop on Sensing, Actuation, Motion Control, and Optimization, Vol.TT-1, (号), 1-6, Tokyo, March 2020.
ORGIL JARGALSAIKHAN, Stephen Githinji KarungaruandKenji Terada : Facial emotion recognition using deep learning, Proceedings of IEEJ International Workshop on Sensing, Actuation, Motion Control, and Optimization2020, 1-4, Online, May 2020.
Shang Ke, Stephen Githinji Karungaru, Chan T. S. Felix, Kenji TeradaandFeng Zuren : Two-Stage Robust Optimization for the Orienteering Problem with Stochastic Weights, Complexity, Vol.2020, (号), 1-15, 2020.
Jargalsaikhan Orgil, Stephen Githinji Karungaru, Kenji TeradaandShagdar Ganbold : Multimodal Emotion Recognition using Non-Inertial Loss function, Journal of Signal Processing, Vol.25, No.2, 73-85, 2021.
Stephen Githinji Karungaru, Dongyang LyuandKenji Terada : Vehicle Detection and Type Classification based on CNN-SVM, International Journal of Machine Learning and Computing, Vol.11, No.4, 304-310, 2021.
ERDENE NANDIN ERDENEBAATAR, Stephen Githinji KarungaruandKenji Terada : Social distance measurement for indoor environments, Proceedings of SPIE, Vol.11794, No.117940T, Online, July 2021.
Nsinga Robert, Stephen Githinji KarungaruandKenji Terada : A comparative study of batch ensemble for multi-object tracking approximations in embedded vision, Proceedings of SPIE, Vol.11794, No.1179410, Online, July 2021.
Hassan Mehedi Mohammad, Stephen Githinji KarungaruandKenji Terada : An intelligent traffic control systems using on-road cameras, Proceedings of SPIE, Vol.11794, No.117941C, Online, July 2021.
Rong ChenandStephen Githinji Karungaru : Multi-modal Feature Fusion Network for Breast Lesions Segmentation, The 18th International Conference on Intelligent Unmanned Systems, (巻), (号), 1-6, (都市), Aug. 2022.
Robert Nsinga, Stephen Githinji KarungaruandKenji Terada : Auto-Differentiated Fixed Point Notation on Low-powered Hardware Acceleration, Journal of Signal Processing, Vol.26, No.5, 131-140, 2022.
Stephen Githinji Karungaru, Hiroki TaniokaandKenji Matsuura : Soccer Players Real Location Determination Using Perspective Transformation, Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS2022), (巻), (号), 1-4, (都市), Nov. 2022.
Sonom-Ochir Ulziibayar, Stephen Githinji Karungaru, Kenji TeradaandAyush Altangerel : Appearance-based Drivers Gaze Mapping Using a Dash Camera, Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS2022), (巻), (号), 1-5, (都市), Nov. 2022.
HASSAN MEHEDI MOHAMMAD, Stephen Githinji KarungaruandKenji Terada : Application of On-Road Surveillance Cameras for Traffic Light Optimization, Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems (SCIS&ISIS2022), (巻), (号), 1-6, (都市), Nov. 2022.
Sonom-Ochir Ulziibayar, Stephen Githinji KarungaruandKenji Terada : DETECTION OF DRIVER'S VISUAL DISTRACTION USING DUAL CAMERAS, International Journal of Innovative Computing, Information and Control, Vol.18, No.05, 1445-1461, 2022.
Stephen Githinji Karungaru, Kenji TeradaandTsuji Ryosuke : Driving Assistance: Pedestrians and Bicycles Accident Risk Estimation using Onboard Front Camera, International Journal of Intelligent Transportation Systems Research, (巻), (号), 1-10, 2022.
WANG MEIQING, Stephen Githinji KarungaruandKenji Terada : Pedestrian detection algorithm based on improved YOLOv3, JOURNAL OF ADVANCED APPLIED SCIENTIFIC RESEARCH, Vol.6, No.3, 203-215, 2023.
Gu Mingcen, Stephen Githinji KarungaruandKenji Terada : Vision-based primary localization method for SLAM mobile robots, JOURNAL OF ADVANCED APPLIED SCIENTIFIC RESEARCH, Vol.6, No.3, 121-136, (都市), May 2023.
Shi Zhiwei, Stephen Githinji KarungaruandKenji Terada : Image-based Pretreatment Study of Rice Blast Disease, JOURNAL OF ADVANCED APPLIED SCIENTIFIC RESEARCH, Vol.6, No.3, 1-15, (都市), May 2023.
Ni Hongjun, Shi Zhiwei, Stephen Githinji Karungaru, Lv ShuaishuaiandLi Xiaoyuan : Classification of Typical Pests and Diseases of Rice Based on the ECA Attention Mechanism, Agriculture, Vol.13, No.1066, 1-15, 2023.
Ji Haoran, Stephen Githinji KarungaruandKenji Terada : AI Fitness Coach at Home Using Image Recognition, International Journal of Human Movement and Sports Sciences, Vol.11, No.4, 850-857, 2023.
HASSAN MEHEDI MOHAMMAD, Stephen Githinji KarungaruandKenji Terada : Recognizing football game events: Handball based on Computer Vision, 32nd IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), Vol.TuET6.9, (号), 1-6, Busan, Aug. 2023.
Khalzaa Khulan, Stephen Githinji KarungaruandKenji Terada : Creation and Testing of Synthetic Datasets for Training Road Scenes Algorithms, 32nd IEEE International Conference on Robot and Human Interactive Communication (RO-MAN), Vol.WeBT6.3, (号), 1-6, Busan, Aug. 2023.
Stephen Githinji Karungaru, Kenji MatsuuraandHiroki Tanioka : Basketball Players Identification and Tracking using a Single Fixed Camera, 17th International Conference on Signal Image Technology & Internet based Systems, (巻), (号), 342-347, Bangkok, Nov. 2023.
Sonom-Ochir Ulziibayar, Stephen Githinji Karungaru, Kenji TeradaandAyush Altangerel : Dashboard-camera-based Safe Driving Support System, The 8th IEEE/ACIS International Conference on Big Data, Cloud Computing, and Data Science Engineering (BCD 2023), (巻), (号), 1-5, (都市), Dec. 2023.
Sonom-Ochir Ulziibayar, Stephen Githinji KarungaruandKenji Terada : Domain Adaptation for Drivers Gaze Mapping for Different Drivers and New Environments, International Journal of Advances in Intelligent Informatics, Vol.10, No.02, 2442-6571, 2024.
Yanqiao Li, Stephen Githinji KarungaruandKenji Terada : Japanese Road Lane Line Recognition based on TwinLiteNet, 3rd International Conference on Intelligent Systems Design and Engineering Applications, (巻), (号), 1-14, (都市), May 2024.
Hong Min Soon, Stephen Githinji KarungaruandKenji Terada : Virtual Drum System Development using Motion Detection, 16th International Congress on Advanced Applied Informatics, (巻), (号), 1-10, (都市), May 2024.
Stephen Githinji Karungaru : Determination of living quarters clutter for caregiver support, Science in Information Technology Letters, Vol.5, No.1, 26-39, 2024.
GU MINGCEN, Stephen Githinji KarungaruandKenji Terada : Vision-based primary localization method for SLAM mobile robots, JOURNAL OF ADVANCED APPLIED SCIENTIFIC RESEARCH, Vol.6, No.3, 121-136, 2024.
SHI ZHIWEI, Stephen Githinji KarungaruandKenji Terada : Image-based Pretreatment Study of Rice Blast Disease, JOURNAL OF ADVANCED APPLIED SCIENTIFIC RESEARCH, Vol.6, No.3, 1-15, 2024.
HASSAN MEHEDI MOHAMMAD, Stephen Githinji KarungaruandKenji Terada : Robotics Perception: Intention Recognition to Determine the Handball Occurrence During a Football or Soccer Match, AI (Switzerland), Vol.5, No.02, 602-617, 2024.
Khalzaa Khulan, Stephen Githinji Karungaru, Kenji TeradaandAyush Altangerel : Design and Implementation of VRUs Detection and Speed Estimation Using an Uncalibrated Top-view Perspective Camera, IEEE ISCSET 2024, 13th International Symposium on Computer Science and Educational Technology,, (巻), (号), 1-10, (都市), July 2024.
HASSAN MEHEDI MOHAMMAD, Stephen Githinji KarungaruandKenji Terada : Traffic light optimization (TLO) using reinforcement learning for automated transport systems, International Journal of Advances in Intelligent Informatics, Vol.11, No.1, 102-119, 2025.
Ji Haoran, Stephen Githinji KarungaruandKenji Terada : AI Fitness Coach at Home Using Image Recognition, International Journal of Human Movement and Sports Sciences, Vol.11, No.4, 850-857, 2023.---(Modified by 大家 隆弘 at 2025年3月17日(月) 18:13:16)
Ibrahim Hemdan, Stephen Githinji KarungaruandKenji Terada : VIDEO SURVEILLANCE USING FACIAL FEATURES-BASED TRACKING, International Journal of Innovative Computing, Information and Control, Vol.8, No.4, 2761-2776, 2011.
Wang Wei, Xiangyu Sun, Stephen Githinji KarungaruandKenji Terada : Face Recognition Algorithm Using Wavelet Decomposition and Support Vector Machines, Proceedings of International Symposuim on OptoMechatronics Technologies(ISOT'12), Paper_11, 1-6, Paris, France, Oct. 2012.
Stephen Githinji Karungaru, Kenji MatsuuraandNaka Gotoda : Feature Tracking using Particle Filer in Rope Skipping for Gross Motor Skill Development, Proceedings of 2nd ICKE2016, (巻), (頁), Aurangabad, India, Dec. 2016.
Bhuyain Hossain Mobarok, Stephen Githinji Karungaru, Kenji TeradaandAkinori Tsuji : Human Detection and Tracking Using HOG Feature and Particle Filter in Video Surveillance System, International Journal of Advanced Intelligence (IJAI), Vol.9, No.3, 397-407, 2018.
Stephen Githinji Karungaru, Dongyang LyuandKenji Terada : Vehicle Detection and Type Classification based on CNN-SVM, International Journal of Machine Learning and Computing, (巻), (号), (頁), 2020.
ORGIL JARGALSAIKHAN, Stephen Githinji KarungaruandKenji Terada : Facial Emotion Recognition Using Deep Learning, Proceeding of the 6th IEEJ international workshop on Sensing, Actuation, Motion Control, and Optimization, Vol.P-30, 1-4, Tokyo, March 2020.
ORGIL JARGALSAIKHAN, Stephen Githinji KarungaruandKenji Terada : Facial emotion recognition using deep learning, Proceedings of IEEJ International Workshop on Sensing, Actuation, Motion Control, and Optimization2020, (頁), Online, May 2020.
Haoran Ji, Stephen Githinji KarungaruandKenji Terada : Indoors Fitness Training Monitoring based on OpenPose, 3rd International Conference on Intelligent Systems, Cognitive Science and Knowledge Engineering, 1-12, (都市), May 2023.
Haoran Ji, Stephen Githinji KarungaruandKenji Terada : AI Fitness Coach at Home using Image Processing, International Journal of Human Movement and Sports Sciences, Vol.11, No.4, 850-857, 2023.
Haoran1 Ji, Stephen Githinji KarungaruandKenji Terada : Personal Home Fitness System Based on Computer vision, 3rd International Conference on Intelligent Systems Design and Engineering Applications, (巻), (号), 1-14, (都市), May 2024.