Articles
Fishers navi
Smart Fisheries (Editor Masaaki Wada), pp.66-67 (DOI: ISBN978-4-89531-885-3)
Dipole Mode Index Prediction with Artificial Neural Network
Neural Networks: History and Applications, Chapter3
Publications
Research Achievements
Journal Papers
Improving fishing ground estimation with weak supervision and meta-learning
PLOS ONE, Vol.20, No.4, e0321116 (DOI: https://doi.org/10.1371/journal.pone.0321116)
Relationship-Aware Unknown Object Detection for Open-Set Scene Graph Generation
IEEE Access, Vol.12, pp.122513-122523 (DOI: DOI: 10.1109/ACCESS.2024.3450908)
High-resolution Bathymetry by Deep-learning based Point Cloud Upsampling
IEEE Access, Vol.12, pp.4387-4398 (DOI: DOI: 10.1109/ACCESS.2023.3349149)
Deep Depth from Focal Stack with Defocus Model for Camera-Setting Invariance
International Journal of Computer Vision (DOI: DOI: 10.1007/s11263-023-01964-x)
Deep learning models to predict sea surface temperature in Tohoku region
IEEE Access, Vol. 10, pp. 40410-40418 (DOI: DOI: 10.1109/ACCESS.2022.3167176)
Towards Open-Set Scene Graph Generation With Unknown Objects
IEEE Access, Vol. 10, pp. 11574-11583 (DOI: DOI: 10.1109/ACCESS.2022.3145465)
Dehazing cost volume for deep multi-view stereo in scattering media with airlight and scattering coefficient estimation
Computer Vision and Image Understanding, Vol.211, 103253 (DOI: DOI: 10.1016/j.cviu.2021.103253)
Cloud-Free Sea-Surface-Temperature Image Reconstruction From Anomaly Inpainting Network
IEEE Transactions on Geoscience and Remote Sensing, Vol.60, pp.1-11 (DOI: DOI: 10.1109/TGRS.2021.3111649)
Tourist Transition Model among Tourist Attractions based on GPS Trajectory
Journal of Smart Tourism, Vol1. No.2, pp.19-25 (DOI: DOI: 10.52255/smarttourism.2021.1.2.4)
Region Proposal and Regression Network for Fishing Spots Detection From Sea Environment
IEEE Access, Vol. 9, pp. 68366-68375 (DOI: DOI: 10.1109/ACCESS.2021.3077514)
Visual Analytics of Causal Relationship Between Fish Catches Data in Adjacent Sea Areas Using Convergent Cross Mapping
Journal of Advanced Simulation in Science and Engineering, Vol.7, No.2, p.226-241 (DOI: DOI: 10.15748/jasse.7.226)
High-resolution bathymetry by deep-learning-based image superresolution
PLOS ONE, Vol.15, No.7, p.1-19 (DOI: DOI: 10.1371/journal.pone.0235487)
Simultaneous Estimation of Object Region and Depth in Participating Media Using a ToF Camera
IEICE Transactions on Information and Systems, E103.D, No.3, pp.660-673 (DOI: DOI: 10.1587/transinf.2019EDP7219)
Photometric Stereo in Participating Media Using an Analytical Solution for Shape-Dependent Forward Scatter
IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol.42 , No.3, pp.708-719 (DOI: DOI: 10.1109/TPAMI.2018.2889088)
Automatic Detection of Stationary Fronts around Japan using a Deep Convolutional Neural Network
Scientific online letters on the atmosphere: SOLA, Vol. 15, pp.154-159 (DOI: DOI: 10.2151/sola.2019-028)
Variational-Bayesian Single-Image Devignetting
IEICE Transactions on Information and Systems, Vol. E101-D, No.9, pp.2368-2380 (DOI: DOI: 10.1587/transinf.2017EDP7393)
Detecting Deviations from Intended Routes Using Vehicular GPS Tracks
ACM Trans. On Spatial Algorithms and Systems (TSAS), Vol.4, No.1 (DOI: DOI: 10.1145/3204455)
Shift-Variant Blind Deconvolution Using a Field of Kernels
IEICE Transactions on Information and Systems, Vol.E100-D, No.9, pp.1971-1983 (DOI: DOI: 10.1587/transinf.2016PCP0013)
A Variational Bayesian Approach to Multiframe Image Restoration
IEEE Transactions on Image Processing, Vol.25, No.5, pp.2163-2178 (DOI: DOI: 10.1109/TIP.2017.2678171)
Diffraction-Compensating Coded Aperture for Inspection in Manufacturing
IEEE Transactions on Industrial Informatics, Vol.11, No.3, pp.782-789 (DOI: DOI 10.1109/TII.2014.2342374)
Distortion Correction for 3D Scan of Trunk Swaying Human Body Segments
Electronic Letters on Computer Vision and Image Analysis, Vol.7 No.4, pp.51-61
Graphic and movie illustrations of human prenatal development and their application to embryological education based on the human embryo specimens in the Kyoto collection
Developmental Dynamics, Vol.235, pp.468-477
International Conferences
Forgetting-Free Incremental Panoptic Lifting by Maximum-Visibility Viewpoint Selection
2nd Workshop on Scalable 3D Scene Generation and Geometric Scene Understanding
ROAD DETECTION FROM SATELLITE IMAGES USING ROAD OCCLUSION DETECTION AND INPAINTING
IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2024 (DOI: https://doi.org/10.1109/IGARSS55030.2025.11242563)
Incremental Learning for Panoptic Lifting with Camera Viewpoints Selection
Proceedings of the 21st International Conference on Automation Technology (Automation2024)
DEEP LEARNING-BASED SEA SURFACE TEMPERATURE FORECASTING INTEGRATING REAL-TIME SATELLITE OBSERVATION
IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2024, pp.7157-7162 (DOI: DOI: 10.1109/IGARSS53475.2024.10642496)
ENSEMBLE LEARNING-BASED SEA SURFACE TEMPERATURE ESTIMATION FROM THE HIMAWARI-9 SATELLITE
IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2024, pp.7151-7156 (DOI: DOI: 10.1109/IGARSS53475.2024.10642312)
Weakly-supervised Keypoint Detector for Fishing Ground Estimation
IEEE OCEANS 2023 (DOI: DOI: 10.23919/OCEANS52994.2023.10337078)
Road Scene Risk Estimation using Driving Video
25th International Conference on Human-Computer Interaction (HCII2023), Lecture Notes in Computer Science book series (LNCS,volume 14023), pp 397–406 (DOI: DOI: 10.1007/978-3-031-35939-2_29)
Fishing Ground Estimation using Deep-learning-based Keypoint Detector
IEEE OCEANS 2023, pp. 1-5 (DOI: DOI: 10.1109/OCEANSLimerick52467.2023.10244446)
Evaluation of Efficiency of U-Net against Multiple Deep MLPs for Daily SST Prediction
Ocean Science Meeting
Deep Neural Networks to Predict Sub-surface Ocean Temperatures from Satellite-Derived Surface Ocean Parameters
Soft Computing for Problem Solving, pp.423-424 (DOI: DOI: 10.1007/978-981-16-2712-5_35)
Dehazing Cost Volume for Deep Multi-view Stereo in Scattering Media
Asian Conference on Computer Vision (ACCV2020), pp.261-277 (DOI: DOI: 10.1007/978-3-030-69525-5_16)
Sea Surface Temperature Nowcasting with 3-channel Convolutional LSTM
Global Oceans 2020: Singapore – U.S. Gulf Coast, p.1-6 (DOI: DOI: 10.1109/IEEECONF38699.2020.9389195)
Region Proposal and Regression Network for Fishing Spots Detection from Sea Temperature Data
Global Oceans 2020: Singapore – U.S. Gulf Coast, p.1-4 (DOI: DOI: 10.1109/IEEECONF38699.2020.9389050)
Partially-Shared Variational Auto-encoders for Unsupervised Domain Adaptation with Target Shift
ECCV2020, Lecture Notes in Computer Science, vol 12361, p.1-17 (DOI: DOI: 10.1007/978-3-030-58517-4_1)
Residual prediction to improve the meteorological based sea surface temperature forecasts using ANN
Ocean Science Meeting
Denoising and Inpainting of Sea Surface Temperature Image with Adversarial Physical Model Loss
Asian Conference on Pattern Recognition (ACPR2019), Lecture Notes in Computer Science, vol 12047, pp.339-352 (DOI: DOI: 10.1007/978-3-030-41404-7_24)
Two-stage Fully Convolutional Networks for Stroke Recovery of Handwritten Chinese Character
Asian Conference on Pattern Recognition (ACPR2019), Lecture Notes in Computer Science, vol 12047, pp.321-334 (DOI: DOI: 10.1007/978-3-030-41299-9_25)
The Classification of Different Situations in a Lecture Based on Students' Observed Postures
HCI International 2019, pp. 446-457 (DOI: DOI: 10.1007/978-3-030-22580-3_33)
Observation Planning for Identifying Each Person by a Drone in an Indoor Daily Living Environment
HCI International 2019, pp. 311-319 (DOI: DOI: 10.1007/978-3-030-23528-4_43)
Fishing spot detection using sea water temperature pattern by nonlinear clustering
OCEANS 2019 (DOI: DOI: 10.1109/OCEANSE.2019.8867301)
Tourist Transition Model among Sightseeing Spot based on Trajectory Data
e-Review of Tourism Research, Vol. 16, No. 2/3, pp.115-126
Restoration of Sea Surface Temperature Satellite Images Using a Partially Occluded Training Set
International Conference on Pattern Recognition (ICPR2018) (DOI: DOI: 10.1109/ICPR.2018.8546261)
Photometric Stereo in Participating Media Considering Shape-Dependent Forward Scatter
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , pp. 7445-7453 (Oral) (DOI: DOI: 10.1109/CVPR.2018.00777)
Fishing Spot Estimation by Sea Temperature Pattern Learning
Oceans 2018, pp.1-4 (DOI: DOI: 10.1109/OCEANSKOBE.2018.8559299)
Segmentation and Tracking of Object when Grasped and Moved within Living Spaces
Proceedings of IEEE International Conference on Systems, Man, and Cybernetics, pp.3147-3152 (DOI: DOI: 10.1109/SMC.2017.8123111)
Estimating the Target of Interaction for Each Human in Office Space with Obstacles Using 3D Observation
Proceedings of IEEE International Conference on Systems, Man, and Cybernetics, pp.3129-3134 (DOI: DOI: 10.1109/SMC.2017.8123108)
Learning Food Appearance by a Supervision with Recipe Text
9th Workshop on Multimediafor Cooking and Eating Activities (CEA2017), p.39-41 (DOI: DOI: 10.1145/3106668.3106675)
Restoration of Sea surface temperature Images by Learning-based and Optical-flow-based Inpainting
IEEE International Conference on Multimedia and Expo (ICME) 2017, pp. 193-198 (DOI: DOI: 10.1109/ICME.2017.8019401)
Regression of 3D Rigid Transformations on Real-Valued Vectors in Closed Form
IEEE International Conference on Robotics and Automation (ICRA) 2017, pp. 6412-6419 (DOI: DOI: 10.1109/ICRA.2017.7989757)
Transportation Mode Inference Using Environmental Constraints
IMCOM2017
Tourism Service Portfolio for Smart Destination
Enter2017
Shape reconstruction of objects in participating media by combining photometric stereo and optical thickness
Computer Vision for Analysis of Underwater Imagery (CVAUI), pp. 49-54 (DOI: DOI: 10.1109/CVAUI.2016.021)
KUSK Object Dataset: Recording Access to Objects in Food Preparation
8th Workshop on Multimediafor Cooking and Eating Activities (CEA2016), pp.1-6 (DOI: DOI: 10.1109/ICMEW.2016.7574771)
Estimating Positions of Students in a Classroom from Camera Images Captured by the Lecturer’s PC
HCI International 2015, pp.518-526 (DOI: DOI: 10.1007/978-3-319-20804-6_47)
Measuring the Arrangement of Multiple Information Devices by Observing Their User's Face
HCI International 2015, pp.296-304 (DOI: DOI: 10.1007/978-3-319-20804-6_27)
Pixel-Wise Radiometric Line Scanner Calibration
IAPR MVA2015, pp.218-221 (DOI: DOI: 10.1109/MVA.2015.7153171)
3D Reconstruction of Specular Objects with Occlusion: A Shape-from-Scattering Approach
Asian Conference on Computer Vision (ACCV2014)
Recognizing Conversation Groups in an Open Space by Estimating Placement of Lower Bodies
IEEE International Conference on Systems, Man, and Cybernetics (SMC2014)
3D Acquisition of Occluded Surfaces from Scattering in Participating Media
International Conference on Pattern Recognition (ICPR2014), p.2095-2100 (DOI: DOI 10.1109/ICPR.2014.365)
Replacing a Human Hand by a Virtual Hand and Adjusting its Posture to a Virtual Object for its Manipulation in an AR Environment
CyberWorlds 2013
Deriving Motion Constraints in Finger Joints of Individualized Hand Model for Manipulating by Data Glove
International Conference on 3D Vision (3DV2013)
Shape and Reflectance from Scattering in Participating Media
International Conference on 3D Vision (3DV2013)
Motion-Blur-Free Image Capturing by Exposure Splitting and Pixel-Tracking Integration
IEEE International Conference on Computational Photography
Detection of social interaction from observation of daily living environments
International Conference on Future Generation Communication Technology (FGCT 2012), P.162-167
Pinhole-to-projection pyramid subtraction for reconstructing non-rigid objects from range images
2012 Second Joint 3DIM/3DPVT Conference, P.254-261 (DOI: DOI: 10.1109/3DIMPVT.2012.50 )
Grocery Re-identificationusing Load Balance Feature on the Shelffor Monitoring Grocery Inventory
ECAI-Workshop on Cooking with Computers
Recognizing Participants in Interaction from Observation of Office Environments
IEEE/SICE International Symposium on System Integration (SII), PP.358-363 (DOI: DOI: 10.1109/SII.2011.6147474 )
Super-Resolution Texture Mapping from Multiple View Images
International Conference on Pattern Recognition (ICPR), P.1820-1823 (DOI: DOI: 10.1109/ICPR.2010.449 )
3D Shape Reconstruction from Incomplete Silhouettes in Multiple Frames
International Conference on Pattern Recognition (ICPR) (DOI: DOI: 10.1109/ICPR.2008.4761591 )
Usage of Needle Maps and Shadows to Overcome Depth Edges in Depth Map Reconstruction
International Conference on Pattern Recognition (ICPR) (DOI: DOI: 10.1109/ICPR.2008.4761015 )
Light Stripe Triangulation for Multiple of Moving Rigid Objects
The 6th International Conference on 3-D Digital Imaging and Modeling (3DIM 2007), p.133-140 (DOI: DOI: 10.1109/3DIM.2007.32 )
Silhouette Extraction with Random Pattern Backgrounds for the Volume Intersection Method
The 6th International Conference on 3-D Digital Imaging and Modeling (3DIM 2007), p.225-232 (DOI: DOI: 10.1109/3DIM.2007.48 )
Extraction of Outcrop Points from Visual Hulls for Motion Estimation
IEEE International Conference on Multimedia and Expo (ICME) 2006, p.217-220 (DOI: DOI: 10.1109/ICME.2006.262421 )
3D Shape Reconstruction of Trunk Swaying Human Body Segments
Articulated Motion and Deformable Objects: 4th International Conference (AMDO2006), Vol.4069, pp.100-109
Reconstructing the Arbitrary View of an Object Using the Multiple Camera System
2003 International Symposium on Micromechatronics and Human Science, p.83-88 (DOI: DOI: 10.1109/MHS.2003.1249914 )
4pi Measurement System: A Complete Volume Reonstruction System for Freely-moving Objects
IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI2003), p.119-124
Estimation of the Location of Joint Points of Human Body from Successive Volume Data
International Conference on Pattern Recognition (ICPR2000), pp.699-702 (DOI: DOI: 10.1109/ICPR.2000.903640 )
Invited Talks
AI meets Fishery -Pattern Recognition Approach for Fishery Applications-
Invited Talk, University of Science and Technology Beijing, China, 43052
How to design smart tourism destination: From viewpoint of data
EU-Japan Workshop on Big Data for Sustainability and Tourism
An Analysis of Table PC Learning Log for Understanding Students' Behavior - Kyoto ICT-based Education Project
Invited Talk, TAECT2016, 42721