Shigeyuki Oba

Publication Activity (10 Years)

Years Active: 2001-2020
Publications (10 Years): 28

Top Topics

Inverse Reinforcement Learning

Uncertainty Sampling

Challenging Sequences

Visual Tracking

Top Venues

Neural Networks

Publications

Kourosh Meshgi, Maryam Sadat Mirzaei, Shigeyuki Oba
Leveraging Tacit Information Embedded in CNN Layers for Visual Tracking. CoRR (2020)
Kourosh Meshgi, Maryam Sadat Mirzaei, Shigeyuki Oba
Leveraging Tacit Information Embedded in CNN Layers for Visual Tracking. ACCV (2) (2020)
Jaepyung Hwang, Shin Ishii, Taesoo Kwon, Shigeyuki Oba
Modularized Predictive Coding-Based Online Motion Synthesis Combining Environmental Constraints and Motion-Capture Data. IEEE Access 8 (2020)
Kourosh Meshgi, Maryam Sadat Mirzaei, Shigeyuki Oba
Long and Short Memory Balancing in Visual Co-Tracking Using Q-Learning. ICIP (2019)
Jaepyung Hwang, Shin Ishii, Shigeyuki Oba
Online motion synthesis framework using a simple mass model based on predictive coding. Symposium on Computer Animation (2019)
Kourosh Meshgi, Maryam Sadat Mirzaei, Shigeyuki Oba
Long and Short Memory Balancing in Visual Co-Tracking using Q-Learning. CoRR (2019)
Zhen Liang, Hiroshi Higashi, Shigeyuki Oba, Shin Ishii
Brain Dynamics Encoding from Visual Input during Free Viewing of Natural Videos. IJCNN (2019)
Zhen Liang, Shigeyuki Oba, Shin Ishii
An unsupervised EEG decoding system for human emotion recognition. Neural Networks 116 (2019)
Kourosh Meshgi, Maryam Sadat Mirzaei, Shigeyuki Oba
Information-Maximizing Sampling to Promote Tracking-By-Detection. ICIP (2018)
Kourosh Meshgi, Maryam Sadat Mirzaei, Shigeyuki Oba
Information-Maximizing Sampling to Promote Tracking-by-Detection. CoRR (2018)
Zhen Liang, Yasuyuki Hamada, Shigeyuki Oba, Shin Ishii
Characterization of electroencephalography signals for estimating saliency features in videos. Neural Networks 105 (2018)
Kourosh Meshgi, Shigeyuki Oba, Shin Ishii
Efficient Diverse Ensemble for Discriminative Co-Tracking. CVPR (2018)
Kourosh Meshgi, Shigeyuki Oba, Shin Ishii
Active discriminative tracking using collective memory. MVA (2017)
Kourosh Meshgi, Maryam Sadat Mirzaei, Shigeyuki Oba, Shin Ishii
Efficient Asymmetric Co-Tracking using Uncertainty Sampling. CoRR (2017)
Shihori Uchida, Shigeyuki Oba, Shin Ishii
Estimation of the Change of Agents Behavior Strategy Using State-Action History. ICANN (2) (2017)
Kourosh Meshgi, Maryam Sadat Mirzaei, Shigeyuki Oba, Shin Ishii
Efficient asymmetric co-tracking using uncertainty sampling. ICSIPA (2017)
Kourosh Meshgi, Shigeyuki Oba, Shin Ishii
Efficient Diverse Ensemble for Discriminative Co-Tracking. CoRR (2017)
Kourosh Meshgi, Maryam Sadat Mirzaei, Shigeyuki Oba, Shin Ishii
Active Collaborative Ensemble Tracking. CoRR (2017)
Kourosh Meshgi, Shigeyuki Oba, Shin Ishii
Efficient Version-Space Reduction for Visual Tracking. CRV (2017)
Kourosh Meshgi, Shin-ichi Maeda, Shigeyuki Oba, Shin Ishii
Constructing a meta-tracker using Dropout to imitate the behavior of an arbitrary black-box tracker. Neural Networks 87 (2017)
Kourosh Meshgi, Maryam Sadat Mirzaei, Shigeyuki Oba, Shin Ishii
Active collaborative ensemble tracking. AVSS (2017)
Kourosh Meshgi, Shigeyuki Oba, Shin Ishii
Efficient Version-Space Reduction for Visual Tracking. CoRR (2017)
Kourosh Meshgi, Shin-ichi Maeda, Shigeyuki Oba, Henrik Skibbe, Yu-zhe Li, Shin Ishii
An occlusion-aware particle filter tracker to handle complex and persistent occlusions. Comput. Vis. Image Underst. 150 (2016)
Kourosh Meshgi, Shin-ichi Maeda, Shigeyuki Oba, Shin Ishii
Data-Driven Probabilistic Occlusion Mask to Promote Visual Tracking. CRV (2016)
Kourosh Meshgi, Shigeyuki Oba, Shin Ishii
Robust discriminative tracking via query-by-bagging. AVSS (2016)
JeongHun Baek, Shigeyuki Oba, Junichiro Yoshimoto, Kenji Doya, Shin Ishii
Computational Complexity Reduction for Functional Connectivity Estimation in Large Scale Neural Network. ICONIP (3) (2015)
Henrik Skibbe, Marco Reisert, Shin-ichi Maeda, Masanori Koyama, Shigeyuki Oba, Kei Ito, Shin Ishii
Efficient Monte Carlo Image Analysis for the Location of Vascular Entity. IEEE Trans. Medical Imaging 34 (2) (2015)
Shunsuke Sakurai, Shigeyuki Oba, Shin Ishii
Inverse Reinforcement Learning Based on Behaviors of a Learning Agent. ICONIP (1) (2015)
Hiroshi Morioka, Atsunori Kanemura, Satoshi Morimoto, Taku Yoshioka, Shigeyuki Oba, Motoaki Kawanabe, Shin Ishii
Decoding spatial attention by using cortical currents estimated from electroencephalography with near-infrared spectroscopy prior information. NeuroImage 90 (2014)
Ken Nakae, Yuji Ikegaya, Tomoe Ishikawa, Shigeyuki Oba, Hidetoshi Urakubo, Masanori Koyama, Shin Ishii
A Statistical Method of Identifying Interactions in Neuron-Glia Systems Based on Functional Multicell Ca2+ Imaging. PLoS Comput. Biol. 10 (11) (2014)
Masayuki Kouno, Ken Nakae, Shigeyuki Oba, Shin Ishii
Microscopic image restoration based on tensor factorization of rotated patches. Artif. Life Robotics 17 (3-4) (2013)
Shinji Hotta, Shigeyuki Oba, Shin Ishii
Visual attention model involving feature-based inhibition of return. Artif. Life Robotics 15 (2) (2010)
Naoto Yukinawa, Shigeyuki Oba, Kikuya Kato, Shin Ishii
Optimal Aggregation of Binary Classifiers for Multiclass Cancer Diagnosis Using Gene Expression Profiles. IEEE ACM Trans. Comput. Biol. Bioinform. 6 (2) (2009)
Shigeyuki Oba, Motoaki Kawanabe, Klaus-Robert Müller, Shin Ishii
Heterogeneous Component Analysis. NIPS (2007)
Shigeyuki Oba, Nobumoto Tomioka, Miki Ohira, Shin Ishii
Combfit: A Normalization Method for Array CGH Data. Inf. Media Technol. 2 (1) (2007)
Akihiro Tanabe, Kenji Fukumizu, Shigeyuki Oba, Takashi Takenouchi, Shin Ishii
Parameter estimation for von Mises-Fisher distributions. Comput. Stat. 22 (1) (2007)
Shigeyuki Oba, Shin Ishii
Semi-supervised discovery of differential genes. BMC Bioinform. 7 (2006)
Shigeyuki Oba, Shin Ishii
Semi-supervised Significance Score of Differential Gene Expressions. ICANN (2) (2006)
Shigeyuki Oba, Kikuya Kato, Shin Ishii
Multi-Scale Clustering for Gene Expression Profiling Data. BIBE (2005)
Naoto Yukinawa, Shigeyuki Oba, Kikuya Kato, Shin Ishii
Multi-class Pattern Classification Based on a Probabilistic Model of Combining Binary Classifiers. ICANN (2) (2005)
Shigeyuki Oba, Masa-aki Sato, Shin Ishii
Prior Hyperparameters in Bayesian PCA. ICANN (2003)
Shigeyuki Oba, Masa-aki Sato, Shin Ishii
Variational Bayes method for Mixture of Principal Component Analyzers. Systems and Computers in Japan 34 (11) (2003)
Shigeyuki Oba, Masa-aki Sato, Ichiro Takemasa, Morito Monden, Ken-ichi Matsubara, Shin Ishii
A Bayesian missing value estimation method for gene expression profile data. Bioinform. 19 (16) (2003)
Shigeyuki Oba, Masa-aki Sato, Ichiro Takemasa, Morito Monden, Ken-ichi Matsubara, Shin Ishii
Missing Value Estimation Using Mixture of PCAs. ICANN (2002)
Masa-aki Sato, Shigeyuki Oba
Incremental Sparse Kernel Machine. ICANN (2002)
Taku Yoshioka, Ryouko Morioka, Kazuo Kobayashi, Shigeyuki Oba, Naotake Ogasawara, Shin Ishii
Clustering of Gene Expression Data by Mixture of PCA Models. ICANN (2002)
Shigeyuki Oba, Masa-aki Sato, Shin Ishii
On-Line Learning Methods for Gaussian Processes. ICANN (2001)