Atsuto Maki

Orcid: 0000-0002-4266-6746

According to our database1, Atsuto Maki authored at least 86 papers between 1994 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2023
Discriminant Feature Extraction by Generalized Difference Subspace.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Marginal Thresholding in Noisy Image Segmentation.
CoRR, 2023

Noisy Image Segmentation With Soft-Dice.
CoRR, 2023

Time-series Anomaly Detection based on Difference Subspace between Signal Subspaces.
CoRR, 2023

3D Point Cloud Registration for GNSS-denied Aerial Localization over Forests.
Proceedings of the Image Analysis - 22nd Scandinavian Conference, 2023

Dense FixMatch: a simple semi-supervised learning method for pixel-wise prediction tasks.
Proceedings of the 2023 Northern Lights Deep Learning Workshop, 2023

Towards Sim-to-Real Industrial Parts Classification with Synthetic Dataset.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Optimization Method for Wide Beam Sonar Transmit Beamforming.
Sensors, 2022

In Memoriam: Jan-Olof Eklundh.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Towards a Unified View of Affinity-Based Knowledge Distillation.
CoRR, 2022

An analysis of over-sampling labeled data in semi-supervised learning with FixMatch.
Proceedings of the 2022 Northern Lights Deep Learning Workshop, 2022

2020
Foreword.
IEICE Trans. Inf. Syst., 2020

Calibrated Surrogate Maximization of Dice.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

Boundary Optimised Samples Training for Detecting Out-of-Distribution Images.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Regularizing CNN Transfer Learning With Randomised Regression.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019
Toward principled regularization of deep networks - From weight decay to feature contraction.
Sci. Robotics, 2019

Discriminant analysis based on projection onto generalized difference subspace.
CoRR, 2019

Pseudo-task Regularization for ConvNet Transfer Learning.
CoRR, 2019

Deep Active Learning for Efficient Training of a LiDAR 3D Object Detector.
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

2018
A systematic study of the class imbalance problem in convolutional neural networks.
Neural Networks, 2018

Target Aware Network Adaptation for Efficient Representation Learning.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Feature Contraction: New ConvNet Regularization in Image Classification.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
A multitask deep learning model for real-time deployment in embedded systems.
CoRR, 2017

Power packet transferability via symbol propagation matrix.
CoRR, 2017

Deep predictive policy training using reinforcement learning.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

2016
A Sensorimotor Learning Framework for Object Categorization.
IEEE Trans. Cogn. Dev. Syst., 2016

Factors of Transferability for a Generic ConvNet Representation.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

A sensorimotor reinforcement learning framework for physical Human-Robot Interaction.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

An Evaluation of Local Feature Detectors and Descriptors for Infrared Images.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

2015
Difference Subspace and Its Generalization for Subspace-Based Methods.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Distances and Means of Direct Similarities.
Int. J. Comput. Vis., 2015

Visual Instance Retrieval with Deep Convolutional Networks.
Proceedings of the 3rd International Conference on Learning Representations, 2015

Towards real-time, tracker-less 3D ultrasound guidance for spine anaesthesia.
Int. J. Comput. Assist. Radiol. Surg., 2015

Persistent Evidence of Local Image Properties in Generic ConvNets.
Proceedings of the Image Analysis - 19th Scandinavian Conference, 2015

Wooden Knot Detection Using ConvNet Transfer Learning.
Proceedings of the Image Analysis - 19th Scandinavian Conference, 2015

A sensorimotor approach for self-learning of hand-eye coordination.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

From generic to specific deep representations for visual recognition.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

2014
Demisting the Hough Transform for 3D Shape Recognition and Registration.
Int. J. Comput. Vis., 2014

Learning visual forward models to compensate for self-induced image motion.
Proceedings of the 23rd IEEE International Symposium on Robot and Human Interactive Communication, 2014

2013
Scale-Invariant Vote-Based 3D Recognition and Registration from Point Clouds.
Proceedings of the Machine Learning for Computer Vision, 2013

Detecting bipedal motion from correlated probabilistic trajectories.
Pattern Recognit. Lett., 2013

2012
Homogeneous Superpixels from Markov Random Walks.
IEICE Trans. Inf. Syst., 2012

Conditional Variance of Differences: A Robust Similarity Measure for Matching and Registration.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

Towards a simulation driven stereo vision system.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Contraction Moves for Geometric Model Fitting.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Switchable primaries using shiftable layers of color filter arrays.
ACM Trans. Graph., 2011

Homogeneous Superpixels from Random Walks.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2011), 2011

Co-occurrence flow for pedestrian detection.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Live 3D shape reconstruction, recognition and registration.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

A new distance for scale-invariant 3D shape recognition and registration.
Proceedings of the IEEE International Conference on Computer Vision, 2011

2010
A semiotic characterization of the process of teaching and learning a skilled motion taking wok handling as an example.
Proceedings of the 11th IFAC/IFIP/IFORS/IEA Symposium on Analysis, Design, and Evaluation of Human-Machine Systems (2010), Valenciennes, France, August 31, 2010

3-D Lighting Environment Estimation with Shading and Shadows.
Proceedings of the Image and Geometry Processing for 3-D Cinematography, 2010

2009
The Multiple-Camera 3-D Production Studio.
IEEE Trans. Circuits Syst. Video Technol., 2009

Difference sphere: An approach to near light source estimation.
Comput. Vis. Image Underst., 2009

Correlated probabilistic trajectories for pedestrian motion detection.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Random Forest Clustering and Application to Video Segmentation.
Proceedings of the British Machine Vision Conference, 2009

Obtaining the Shape of a Moving Object with a Specular Surface.
Proceedings of the British Machine Vision Conference, 2009

2008
Tracking features on a moving object using local image bases.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Complex human motion estimation using visibility.
Proceedings of the 8th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2008), 2008

2007
Phase-Based Feature Matching Under Illumination Variances.
Proceedings of the New Trends in Applied Artificial Intelligence, 2007

2006
Finding Articulated Body in Time-Series Volume Data.
Proceedings of the Articulated Motion and Deformable Objects, 4th International Conference, 2006

2005
3D Surface Reconstruction of a Moving Object in the Presence of Specular Reflection.
Proceedings of the Image Analysis and Processing, 2005

2004
Geotensity constraint for 3D surface reconstruction.
Syst. Comput. Jpn., 2004

Ship identification in sequential ISAR imagery.
Mach. Vis. Appl., 2004

Photometric subspace for multibody motion segmentation.
Image Vis. Comput., 2004

2003
Mimicking video: real-time morphable 3D model fitting.
Proceedings of the ACM Symposium on Virtual Reality Software and Technology, 2003

Synthesizing pose and lighting variation from object motion.
Proceedings of the 2003 International Conference on Image Processing, 2003

2002
Geotensity: Combining Motion and Lighting for 3D Surface Reconstruction.
Int. J. Comput. Vis., 2002

Temporally Evaluated Optical Flow: Study on Accuracy.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Constructing Illumination Image Basis from Object Motion.
Proceedings of the Computer Vision, 2002

2001
Hyperpatches for 3D Model Acquisition and Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2001

ISAR Image Analysis by Subspace Method: Automatic Extraction and Identification of Ship Profile.
Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), 2001

Illumination Subspace for Multibody Motion Segmentation.
Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001

2000
Estimation of illuminant direction and surface reconstruction by Geotensity constraint.
Pattern Recognit. Lett., 2000

Attentional Scene Segmentation: Integrating Depth and Motion.
Comput. Vis. Image Underst., 2000

Geotensity Constraint for 3D Surface Reconstruction under Multiple Light Sources.
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000

Stereo without Depth Search and Metric Calibration.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1998
Stereo Matching with Direct Surface Orientation Recovery.
Proceedings of the British Machine Vision Conference 1998, 1998

1997
Hyper-patches for 3D model acquisition and tracking.
Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97), 1997

1996
A Direct Disparity Estimation Technique for Depth Segmentation.
Proceedings of IAPR Workshop on Machine Vision Applications, 1996

A computational model of depth-based attention.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

1995
Disparity Selection in Binocular Pursuit.
IEICE Trans. Inf. Syst., 1995

Towards an Active Visual Observer.
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995

Local Fourir Phase and Disparity Estimates: An Analytical Study.
Proceedings of the Computer Analysis of Images and Patterns, 6th International Conference, 1995

Developing an Active Observer.
Proceedings of the Recent Developments in Computer Vision, 1995

1994
Disparity Selection in Binocular Pursuit.
Proceedings of IAPR Workshop on Machine Vision Applications, 1994


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