Shigeyuki Oba

发表

Shin Ishii, Masa-aki Sato, Shigeyuki Oba, 2003, ICANN.

Information-Maximizing Sampling to Promote Tracking-By-Detection

Maryam Sadat Mirzaei, Kourosh Meshgi, Shigeyuki Oba, 2018, 2018 25th IEEE International Conference on Image Processing (ICIP).

An unsupervised EEG decoding system for human emotion recognition

Shin Ishii, Shigeyuki Oba, Zhen Liang, 2019, Neural Networks.

Microscopic image restoration based on tensor factorization of rotated patches

Shin Ishii, Ken Nakae, Shigeyuki Oba, 2012, Artificial Life and Robotics.

Data-Driven Probabilistic Occlusion Mask to Promote Visual Tracking

Shin Ishii, Kourosh Meshgi, Shigeyuki Oba, 2016, 2016 13th Conference on Computer and Robot Vision (CRV).

Long and Short Memory Balancing in Visual Co-Tracking Using Q-Learning

Maryam Sadat Mirzaei, Kourosh Meshgi, Shigeyuki Oba, 2019, 2019 IEEE International Conference on Image Processing (ICIP).

Missing Value Estimation Using Mixture of PCAs

Shin Ishii, Masa-aki Sato, Shigeyuki Oba, 2002, ICANN.

Neuronal network structure estimation by a modification of Granger

Shin Ishii, Shigeyuki Oba, Hikaru Harima, 2010, Neuroscience Research.

On-Line Learning Methods for Gaussian Processes

Shin Ishii, Masa-aki Sato, Shigeyuki Oba, 2001, ICANN.

A Statistical Method of Identifying Interactions in Neuron–Glia Systems Based on Functional Multicell Ca2+ Imaging

Yuji Ikegaya, Shin Ishii, Ken Nakae, 2014, PLoS Comput. Biol..

Efficient asymmetric co-tracking using uncertainty sampling

Shin Ishii, Maryam Sadat Mirzaei, Kourosh Meshgi, 2017, 2017 IEEE International Conference on Signal and Image Processing Applications (ICSIPA).

25th Annual Computational Neuroscience Meeting: CNS-2016

Morten L. Kringelbach, Majid Nili Ahmadabadi, Anders M. Dale, 2016, BMC Neuroscience.

Efficient Diverse Ensemble for Discriminative Co-tracking

Shin Ishii, Kourosh Meshgi, Shigeyuki Oba, 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Leveraging Tacit Information Embedded in CNN Layers for Visual Tracking pdf

Maryam Sadat Mirzaei, Kourosh Meshgi, Shigeyuki Oba, 2020, ACCV.

Optimal Aggregation of Binary Classifiers for Multiclass Cancer Diagnosis Using Gene Expression Profiles

Shin Ishii, Shigeyuki Oba, Naoto Yukinawa, 2009, TCBB.

Variational Bayes method for Mixture of Principal Component Analyzers

Shin Ishii, Masa-aki Sato, Shigeyuki Oba, 2003, Systems and Computers in Japan.

Semi-supervised discovery of differential genes

Shin Ishii, Shigeyuki Oba, S. Ishii, 2006, BMC Bioinformatics.

Constructing a meta-tracker using Dropout to imitate the behavior of an arbitrary black-box tracker

Shin Ishii, Kourosh Meshgi, Shigeyuki Oba, 2017, Neural Networks.

A Generalized Encoding System for Alpha Oscillations Through Visual Saliency Analysis

Shin Ishii, Shigeyuki Oba, Zhiguo Zhang, 2020, IEEE Transactions on Neural Systems and Rehabilitation Engineering.

Computational Complexity Reduction for Functional Connectivity Estimation in Large Scale Neural Network

Junichiro Yoshimoto, Shin Ishii, Kenji Doya, 2015, ICONIP.

Multi-scale clustering for gene expression profiling data

Shin Ishii, Shigeyuki Oba, Kikuya Kato, 2005, Fifth IEEE Symposium on Bioinformatics and Bioengineering (BIBE'05).

A Bayesian missing value estimation method for gene expression profile data

Shin Ishii, Masa-aki Sato, Shigeyuki Oba, 2003, Bioinform..

On-line EM Algorithm for Identification of a Linear Non-Stationary Dynamical System

Shin Ishii, Shigeyuki Oba, Mitsuru Oka, 2001 .

Efficient Version-Space Reduction for Visual Tracking

Shin Ishii, Kourosh Meshgi, Shigeyuki Oba, 2017, 2017 14th Conference on Computer and Robot Vision (CRV).

Robust discriminative tracking via query-by-bagging

Shin Ishii, Kourosh Meshgi, Shigeyuki Oba, 2016, 2016 13th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS).

Human brain image registration for diffusion MRI data and neuro-fiber categorization

Shin Ishii, Shigeyuki Oba, Kevin C. Y. Chien, 2010, Neuroscience Research.

Active collaborative ensemble tracking

Shin Ishii, Maryam Sadat Mirzaei, Kourosh Meshgi, 2017, 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS).

Decoding spatial attention by using cortical currents estimated from electroencephalography with near-infrared spectroscopy prior information

Motoaki Kawanabe, Shin Ishii, Shigeyuki Oba, 2014, NeuroImage.

Clustering of Gene Expression Data by Mixture of PCA Models

Shin Ishii, Shigeyuki Oba, Naotake Ogasawara, 2002, ICANN.

Incremental Sparse Kernel Machine

Masa-aki Sato, Shigeyuki Oba, 2002, ICANN.

Online motion synthesis framework using a simple mass model based on predictive coding

Shin Ishii, Shigeyuki Oba, Jaepyung Hwang, 2019, Symposium on Computer Animation.

Visual attention model involving feature-based inhibition of return

Shin Ishii, Shigeyuki Oba, Shinji Hotta, 2010, Artificial Life and Robotics.

UNI-EM: An Environment for Deep Neural Network-Based Automated Segmentation of Neuronal Electron Microscopic Images

Shin Ishii, Shigeyuki Oba, Hidetoshi Urakubo, 2019, Scientific Reports.

Heterogeneous Component Analysis

Motoaki Kawanabe, Shin Ishii, Klaus-Robert Müller, 2007, NIPS.

Efficient Monte Carlo Image Analysis for the Location of Vascular Entity

Kei Ito, Shin Ishii, Shigeyuki Oba, 2015, IEEE Transactions on Medical Imaging.

Active discriminative tracking using collective memory

Shin Ishii, Kourosh Meshgi, Shigeyuki Oba, 2017, 2017 Fifteenth IAPR International Conference on Machine Vision Applications (MVA).

Active Collaboration of Classifiers for Visual Tracking

Kourosh Meshgi, Shigeyuki Oba, 2018 .

Estimation of the Change of Agents Behavior Strategy Using State-Action History

Shin Ishii, Shigeyuki Oba, Shihori Uchida, 2017, ICANN.

Inverse Reinforcement Learning Based on Behaviors of a Learning Agent

Shin Ishii, Shunsuke Sakurai, Shigeyuki Oba, 2015, ICONIP.

Multi-class Pattern Classification Based on a Probabilistic Model of Combining Binary Classifiers

Shin Ishii, Shigeyuki Oba, Naoto Yukinawa, 2005, ICANN.

Combfit: A Normalization Method for Array CGH Data

Shin Ishii, Shigeyuki Oba, Miki Ohira, 2006 .

Semi-supervised Significance Score of Differential Gene Expressions

Shin Ishii, Shigeyuki Oba, 2006, ICANN.

Characterization of electroencephalography signals for estimating saliency features in videos

Shin Ishii, Shigeyuki Oba, Yasuyuki Hamada, 2018, Neural Networks.

Optimal Aggregation of Binary Classifiers for Multiclass Cancer Diagnosis Using Gene Expression Profiles

Shin Ishii, Shigeyuki Oba, Naoto Yukinawa, 2009, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

An occlusion-aware particle filter tracker to handle complex and persistent occlusions

Shin Ishii, Kourosh Meshgi, Shigeyuki Oba, 2016, Computer Vision and Image Understanding.

Enhancing Probabilistic Appearance-Based Object Tracking with Depth Information : Object Tracking under Occlusion (情報論的学習理論と機械学習)

Shin Ishii, Kourosh Meshgi, Shigeyuki Oba, 2013 .

How Does the Free Energy Principle Inspire Artificial Intelligence

Shigeyuki Oba, 2018 .

Empirical Bayesian significance measure of neuronal spike response

Yuji Ikegaya, Ken Nakae, Shin Ishii, 2016, BMC Neuroscience.

Diagnostic Accuracy of Noninvasive Genotyping of EGFR in Lung Cancer Patients by Deep Sequencing of Plasma Cell-Free DNA.

Toru Kumagai, Shigeyuki Oba, Yuri Ito, 2015, Clinical chemistry.

High‐Speed Multineuron Calcium Imaging Using Nipkow‐Type Confocal Microscopy

Norio Matsuki, Yuji Ikegaya, Shin Ishii, 2011, Current protocols in neuroscience.

Prediction of recurrence in advanced gastric cancer patients after curative resection by gene expression profiling

Shin Ishii, Shigeyuki Oba, Morito Monden, 2005, International journal of cancer.

Molecular-based prediction of early recurrence in hepatocellular carcinoma.

Shin Ishii, Shigeyuki Oba, Hiroaki Nagano, 2004, Journal of hepatology.

混合 von Mises-Fisher 分布に対する変分法的ベイズ推定 Variational Bayes Inference of Mixtured von Mises-Fisher Distribution

Shin Ishii, Kenji Fukumizu, Shigeyuki Oba, 2004 .

Molecular features of non-B, non-C hepatocellular carcinoma: a PCR-array gene expression profiling study.

Shin Ishii, Shigeyuki Oba, Hiroaki Nagano, 2003, Journal of hepatology.

Occlusion aware particle filter tracker to handle complex and persistent occlusions ( Supplementary Material )

Shin Ishii, Kourosh Meshgi, Shigeyuki Oba, 2014 .