Publications
Publications
Journals
1: High-resolution Bathymetry by Deep-learning based Point Cloud Upsampling
Naoya Irisawa, Masaaki Iiyama
IEEE Access, (Early Access), 2024-01
2: Deep Depth from Focal Stack with Defocus Model for Camera-Setting Invariance
Yuki Fujimura, Masaaki Iiyama, Takuya Funatomi, Yasuhiro Mukaigawa
International Journal of Computer Vision, , 2023-12
3: Deep learning models to predict sea surface temperature in Tohoku region
Kalpesh R. Patil, Masaaki Iiyama
IEEE Access, Vol. 10, pp. 40410-40418, 2022-04
4: Towards Open-Set Scene Graph Generation With Unknown Objects
Motoharu Sonogashira, Masaaki Iiyama, Yasutomo Kawanishi
IEEE Access, Vol. 10, pp. 11574-11583, 2022-01
5: Dehazing cost volume for deep multi-view stereo in scattering media with airlight and scattering coefficient estimation
Yuki Fujimura, Motoharu Sonogashira, Masaaki Iiyama
Computer Vision and Image Understanding, Vol.211, 103253, 2021-10
6: Cloud-Free Sea-Surface-Temperature Image Reconstruction From Anomaly Inpainting Network
Nobuyuki Hirahara, Motoharu Sonogashira, Masaaki Iiyama
IEEE Transactions on Geoscience and Remote Sensing, Vol.60, pp.1-11, 2021-09
7: Tourist Transition Model among Tourist Attractions based on GPS Trajectory
Hidekazu Kasahara, Takeshi Watabe, Masaaki Iiyama
Journal of Smart Tourism, Vol1. No.2, pp.19-25, 2021-06
8: Region Proposal and Regression Network for Fishing Spots Detection From Sea Environment
An Fu, Kalpesh Ravindra Patil, Masaaki Iiyama
IEEE Access, Vol. 9, pp. 68366-68375, 2021-05
9: Visual Analytics of Causal Relationship Between Fish Catches Data in Adjacent Sea Areas Using Convergent Cross Mapping
Chi Zhang, Masaaki Iiyama, Koji Koyamada
Journal of Advanced Simulation in Science and Engineering, Vol.7, No.2, p.226-241, 2020-07
DOI: 10.15748/jasse.7.226
10: High-resolution bathymetry by deep-learning-based image superresolution
Motoharu Sonogashira, Michihiro Shonai, Masaaki Iiyama
PLOS ONE, Vol.15, No.7, p.1-19, 2020-07
11: Simultaneous Estimation of Object Region and Depth in Participating Media Using a ToF Camera
Yuki Fujimura, Motoharu Sonogashira, Masaaki Iiyama
IEICE Transactions on Information and Systems, E103.D, No.3, pp.660-673, 2020-03
12: Photometric Stereo in Participating Media Using an Analytical Solution for Shape-Dependent Forward Scatter
Yuki Fujimura, Masaaki, Iiyama, Atshushi Hashimoto, Michihiko Minoh
IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol.42 , No.3, pp.708-719, 2020-03
13: Automatic Detection of Stationary Fronts around Japan using a Deep Convolutional Neural Network
Daisuke Matsuoka, Shiori Sugimoto, Yujin Nakagawa, Shintaro Kawahara, Fumiaki Araki, Yosuke Onoue, Masaaki Iiyama, Koji Koyamada
Scientific online letters on the atmosphere: SOLA, Vol. 15, pp.154-159, 2019-07
14: Variational-Bayesian Single-Image Devignetting
Motoharu Sonogashira, Masaaki Iiyama, Michihiko Minoh
IEICE Transactions on Information and Systems, Vol. E101-D, No.9, pp.2368-2380, 2018-09
15: Detecting Deviations from Intended Routes Using Vehicular GPS Tracks
Takumi Fujino, Atsushi Hashimoto, Hidekazu Kasahara, Mikihiko Mori, Masaaki Iiyama, Michihiko Minoh
ACM Trans. On Spatial Algorithms and Systems (TSAS), Vol.4, No.1, 2018-06
16: Shift-Variant Blind Deconvolution Using a Field of Kernels
Motoharu Sonogashira, Masaaki Iiyama, Michihiko Minoh
IEICE Transactions on Information and Systems, Vol.E100-D, No.9, pp.1971-1983, 2017-09
17: A Variational Bayesian Approach to Multiframe Image Restoration
Motoharu Sonogashira, Takuya Funatomi, Masaaki Iiyama, Michihiko Minoh
IEEE Transactions on Image Processing, Vol.25, No.5, pp.2163-2178, 2017-05
18: Diffraction-Compensating Coded Aperture for Inspection in Manufacturing
T.Sakuyama, T.Funatomi, M.Iiyama, M.Minoh
IEEE Transactions on Industrial Informatics, Vol.11, No.3, pp.782-789, 2015-06
DOI 10.1109/TII.2014.2342374
19: Distortion Correction for 3D Scan of Trunk Swaying Human Body Segments
Takuya Funatomi, Masaaki Iiyama, Koh Kakusho, Michihiko Minoh
Electronic Letters on Computer Vision and Image Analysis, Vol.7 No.4, pp.51-61, 2009-04
20: Graphic and movie illustrations of human prenatal development and their application to embryological education based on the human embryo specimens in the Kyoto collection
S.Yamada, C.Uwabe, T.Nakatsu-Komatsu, Y.Minekura, M.Iwakura, T.Motoki, K.Nishimiya, M.Iiyama, K.Kakusho, M.Minoh, S.Mizuta, T.Matsuda, Y.Matsuda, T.Haishi, K.Kose, S.Fujii, K.Shiota
Developmental Dynamics, Vol.235, pp.468-477, 2006-02
Proceedings
1: Weakly-supervised Keypoint Detector for Fishing Ground Estimation
Kazuki Takasan, Masaaki Iiyama
IEEE OCEANS 2023, , 2023-09
2: Road Scene Risk Estimation using Driving Video
Masafumi Kishimoto, Masaaki Iiyama
25th International Conference on Human-Computer Interaction (HCII2023), Lecture Notes in Computer Science book series (LNCS,volume 14023), pp 397–406, 2023-07
3: Fishing Ground Estimation using Deep-learning-based Keypoint Detector
Shuma Nakata, Kazuki Takasan, Masaaki Iiyama
IEEE OCEANS 2023, pp. 1-5, 2023-06
4: Evaluation of Efficiency of U-Net against Multiple Deep MLPs for Daily SST Prediction
Kalpesh R. Patil, Masaaki Iiyama
Ocean Science Meeting, , 2022-02
5: Deep Neural Networks to Predict Sub-surface Ocean Temperatures from Satellite-Derived Surface Ocean Parameters
Kalpesh R. Patil, Masaaki Iiyama
Soft Computing for Problem Solving, pp.423-424, 2021-10
DOI: 10.1007/978-981-16-2712-5_35
6: Dehazing Cost Volume for Deep Multi-view Stereo in Scattering Media
Yuki Fujimura, Motoharu Sonogashira, Masaaki Iiyama
Asian Conference on Computer Vision (ACCV2020), pp.261-277, 2020-11
DOI: 10.1007/978-3-030-69525-5_16
7: Sea Surface Temperature Nowcasting with 3-channel Convolutional LSTM
Zeyang Xin, Kalpesh Ravindra Patil, Motoharu Sonogashira, Masaaki Iiyama
Global Oceans 2020: Singapore – U.S. Gulf Coast, p.1-6, 2020-10
8: Region Proposal and Regression Network for Fishing Spots Detection from Sea Temperature Data
An Fu, Kalpesh Ravindra Patil, Masaaki Iiyama
Global Oceans 2020: Singapore – U.S. Gulf Coast, p.1-4, 2020-10
9: Partially-Shared Variational Auto-encoders for Unsupervised Domain Adaptation with Target Shift
Ryuhei Takahashi, Atsushi Hashimoto, Motoharu Sonogashira, Masaaki Iiyama
ECCV2020, Lecture Notes in Computer Science, vol 12361, p.1-17, 2020-08
DOI: 10.1007/978-3-030-58517-4_1
10: Residual prediction to improve the meteorological based sea surface temperature forecasts using ANN
Patil Kalpesh, Masaaki Iiyama
Ocean Science Meeting, , 2020-02
11: Denoising and Inpainting of Sea Surface Temperature Image with Adversarial Physical Model Loss
Nobuyuki Hirahara, Motoharu Sonogashira, Hidekazu Kasahara and Masaaki Iiyama
Asian Conference on Pattern Recognition (ACPR2019), Lecture Notes in Computer Science, vol 12047, pp.339-352, 2019-11
DOI: 10.1007/978-3-030-41404-7_24
12: Two-stage Fully Convolutional Networks for Stroke Recovery of Handwritten Chinese Character
Yu-Jung Wang, Motoharu Sonogashira, Atsushi Hashimoto and Masaaki Iiyama
Asian Conference on Pattern Recognition (ACPR2019), Lecture Notes in Computer Science, vol 12047, pp.321-334, 2019-11
DOI: 10.1007/978-3-030-41299-9_25
13: The Classification of Different Situations in a Lecture Based on Students' Observed Postures
Yuki Kotakehara, Koh Kakusho, Satoshi Nishiguchi, Masaaki Iiyama, Masayuki Murakami
HCI International 2019, pp. 446-457, 2019-07
DOI: 10.1007/978-3-030-22580-3_33
14: Observation Planning for Identifying Each Person by a Drone in an Indoor Daily Living Environment
Koki Sakata, Koh Kakusho, Satoshi Nishiguchi, Masaaki Iiyama
HCI International 2019, pp. 311-319, 2019-07
DOI: 10.1007/978-3-030-23528-4_43
15: Fishing spot detection using sea water temperature pattern by nonlinear clustering
Takumi Shimura, Motoharu Sonogashira, Hidekazu Kasahara, Masaaki Iiyama
OCEANS 2019, , 2019-06
16: Tourist Transition Model among Sightseeing Spot based on Trajectory Data
Takashi Watabe, Hidekazu Kasahara, Masaaki Iiyama
e-Review of Tourism Research, Vol. 16, No. 2/3, pp.115-126, 2019-01
17: Restoration of Sea Surface Temperature Satellite Images Using a Partially Occluded Training Set
Satoki Shibata, Masaaki Iiyama, Atsushi Hashimoto, Michihiko Minoh
International Conference on Pattern Recognition (ICPR2018), , 2018-08
18: Photometric Stereo in Participating Media Considering Shape-Dependent Forward Scatter
Yuki Fujimura, Masaaki Iiyama, Atsushi Hashimoto, Michihiko Minoh
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , pp. 7445-7453 (Oral), 2018-06
19: Fishing Spot Estimation by Sea Temperature Pattern Learning
Masaaki Iiyama, Kei Zhao, Atsushi Hashimoto, Hidekazu Kasahara, Michihiko Minoh
Oceans 2018, pp.1-4, 2018-05
20: Segmentation and Tracking of Object when Grasped and Moved within Living Spaces
T. Omi, K. Kakusho, M. Iiyama, S. Nishiguchi
Proceedings of IEEE International Conference on Systems, Man, and Cybernetics, pp.3147-3152, 2017-10
DOI: 10.1109/SMC.2017.8123111
21: Estimating the Target of Interaction for Each Human in Office Space with Obstacles Using 3D Observation
M. Tsukamoto, K. Kakusho, M. Iiyama, S. Nishiguchi
Proceedings of IEEE International Conference on Systems, Man, and Cybernetics, pp.3129-3134, 2017-10
DOI: 10.1109/SMC.2017.8123108
22: Learning Food Appearance by a Supervision with Recipe Text
Atsushi Hashimoto, Takumi Fujino, Jun Harashima, Masaaki Iiyama, Michihiko Minoh
9th Workshop on Multimediafor Cooking and Eating Activities (CEA2017), p.39-41, 2017-08
DOI: 10.1145/3106668.3106675
23: Restoration of Sea surface temperature Images by Learning-based and Optical-flow-based Inpainting
Satoki Shibata, Masaaki Iiyama, Atsushi Hashimoto, Michihiko Minoh
IEEE International Conference on Multimedia and Expo (ICME) 2017, pp. 193-198, 2017-07
DOI: 10.1109/ICME.2017.8019401
24: Regression of 3D Rigid Transformations on Real-Valued Vectors in Closed Form
Takuya Funatomi, Masaaki Iiyama, Koh Kakusho, Michihiko Minoh
IEEE International Conference on Robotics and Automation (ICRA) 2017, pp. 6412-6419, 2017-06
DOI: 10.1109/ICRA.2017.7989757
25: Transportation Mode Inference Using Environmental Constraints
Hidekazu Kasahara, Masaaki Iiyama, Michihiko Minoh
IMCOM2017, , 2017-01
26: Tourism Service Portfolio for Smart Destination
Hidekazu Kasahara, Masaaki Iiyama, Michihiko Minoh
Enter2017, , 2017-01
27: Shape reconstruction of objects in participating media by combining photometric stereo and optical thickness
Yuki Fujimura, Masaaki Iiyama, Atsushi Hashimoto, Michihiko Minoh
Computer Vision for Analysis of Underwater Imagery (CVAUI), pp. 49-54, 2016-12
DOI: 10.1109/CVAUI.2016.021
28: KUSK Object Dataset: Recording Access to Objects in Food Preparation
Atsushi Hashimoto, Shinsuke Mori, Masaaki Iiyama, Michihiko Minoh
8th Workshop on Multimediafor Cooking and Eating Activities (CEA2016), pp.1-6, 2016-07
DOI: 10.1109/ICMEW.2016.7574771
29: Estimating Positions of Students in a Classroom from Camera Images Captured by the Lecturer’s PC
Junki Nishikawa, Koh Kakusho , Masaaki Iiyama, Satoshi Nishiguchi, Masayuki Murakami
HCI International 2015, pp.518-526, 2015-08
DOI: 10.1007/978-3-319-20804-6_47
30: Measuring the Arrangement of Multiple Information Devices by Observing Their User's Face
Saori Kikutani, Koh Kakusho,Takeshi Okadome, Masaaki Iiyama, Satoshi Nishiguchi
HCI International 2015, pp.296-304, 2015-08
DOI: 10.1007/978-3-319-20804-6_27
31: Pixel-Wise Radiometric Line Scanner Calibration
Francois Johannes Louw, Masaaki Iiyama, Takuya Funatomi, Michihiko Minoh
IAPR MVA2015, pp.218-221, 2015-05
DOI: 10.1109/MVA.2015.7153171
32: 3D Reconstruction of Specular Objects with Occlusion: A Shape-from-Scattering Approach
Yuki Hirofuji, Masaaki Iiyama, Takuya Funatomi, Michihiko Minoh
Asian Conference on Computer Vision (ACCV2014), , 2014-11
33: Recognizing Conversation Groups in an Open Space by Estimating Placement of Lower Bodies
N.Yasuda, K.Kakusho, T.Okadome, T.Funatomi, M.Iiyama
IEEE International Conference on Systems, Man, and Cybernetics (SMC2014), , 2014-10
34: 3D Acquisition of Occluded Surfaces from Scattering in Participating Media
Masaaki Iiyama, Shohei Miki, Takuya Funatomi, Michihiko Minoh
International Conference on Pattern Recognition (ICPR2014), p.2095-2100, 2014-08
DOI 10.1109/ICPR.2014.365
35: Replacing a Human Hand by a Virtual Hand and Adjusting its Posture to a Virtual Object for its Manipulation in an AR Environment
Akihiro Ono, Koh Kakusho, Takuya Funatomi, Masaaki Iiyama
CyberWorlds 2013, , 2013-10
36: Deriving Motion Constraints in Finger Joints of Individualized Hand Model for Manipulating by Data Glove
Takuya Funatomi, Takuya Yamane, Hirotane Ouchida, Masaaki Iiyama, Mihcihiko Minoh
International Conference on 3D Vision (3DV2013), , 2013-07
37: Shape and Reflectance from Scattering in Participating Media
Deniz Evrenci, Masaaki Iiyama, Takuya Funatomi, Mihcihiko Minoh
International Conference on 3D Vision (3DV2013), , 2013-07
38: Motion-Blur-Free Image Capturing by Exposure Splitting and Pixel-Tracking Integration
Motoharu Sonogashira, Takuya Funatomi, Masaaki Iiyama, Michihiko Minoh
IEEE International Conference on Computational Photography , , 2013-04
39: Detection of social interaction from observation of daily living environments
Yuki Kizumi, Koh Kakusho, Takeshi Okadome, Takuya Funatomi, Masaaki Iiyama
International Conference on Future Generation Communication Technology (FGCT 2012), P.162-167, 2012-12
40: Pinhole-to-projection pyramid subtraction for reconstructing non-rigid objects from range images
Takuya Funatomi, Haruna Akuzawa, Masaaki Iiyama, Michihiko Minoh
2012 Second Joint 3DIM/3DPVT Conference, P.254-261, 2012-10
DOI: 10.1109/3DIMPVT.2012.50
41: Grocery Re-identificationusing Load Balance Feature on the Shelffor Monitoring Grocery Inventory
Rena Kamoda, Mayumi Ueda, Takuya Funatomi, Masaaki Iiyama, Michihiko Minoh
ECAI-Workshop on Cooking with Computers, , 2012-08
42: Recognizing Participants in Interaction from Observation of Office Environments
Yuki Kizumi, Koh Kakusho, Takeshi Okadome, Takuya Funatomi, Masaaki Iiyama
IEEE/SICE International Symposium on System Integration (SII), PP.358-363, 2011-12
DOI: 10.1109/SII.2011.6147474
43: Super-Resolution Texture Mapping from Multiple View Images
Masaaki Iiyama, Koh Kakusho, Michihiko Minoh
International Conference on Pattern Recognition (ICPR), P.1820-1823, 2010-08
DOI: 10.1109/ICPR.2010.449
44: 3D Shape Reconstruction from Incomplete Silhouettes in Multiple Frames
Masahiro Toyoura, Masaaki Iiyama, Takuya Funatomi, Koh Kakusho, Michihiko Minoh
International Conference on Pattern Recognition (ICPR), , 2008-12
DOI: 10.1109/ICPR.2008.4761591
45: Usage of Needle Maps and Shadows to Overcome Depth Edges in Depth Map Reconstruction
Masaaki Iiyama, Koki Hamada, Koh Kakusho, Michihiko Minoh
International Conference on Pattern Recognition (ICPR), , 2008-12
DOI: 10.1109/ICPR.2008.4761015
46: Light Stripe Triangulation for Multiple of Moving Rigid Objects
Takuya Funatomi, Masaaki Iiyama, Koh Kakusho, Michihiko Minoh
The 6th International Conference on 3-D Digital Imaging and Modeling (3DIM 2007), p.133-140, 2007-08
DOI: 10.1109/3DIM.2007.32
47: Silhouette Extraction with Random Pattern Backgrounds for the Volume Intersection Method
Masahiro Toyoura, Masaaki Iiyama, Koh Kakusho, Michihiko Minoh
The 6th International Conference on 3-D Digital Imaging and Modeling (3DIM 2007), p.225-232, 2007-08
DOI: 10.1109/3DIM.2007.48
48: Extraction of Outcrop Points from Visual Hulls for Motion Estimation
Masahiro Toyoura, Masaaki Iiyama, Koh Kakusho, Michihiko Minoh
IEEE International Conference on Multimedia and Expo (ICME) 2006, p.217-220, 2006-07
DOI: 10.1109/ICME.2006.262421
49: 3D Shape Reconstruction of Trunk Swaying Human Body Segments
Takuya Funatomi, Masaaki Iiyama, Koh Kakusho, Michihiko Minoh
Articulated Motion and Deformable Objects: 4th International Conference (AMDO2006), Vol.4069, pp.100-109, 2006-07
50: Reconstructing the Arbitrary View of an Object Using the Multiple Camera System
M.M.Sein, M. Iiyama, M. Minoh
2003 International Symposium on Micromechatronics and Human Science, p.83-88, 2003-10
DOI: 10.1109/MHS.2003.1249914
51: 4pi Measurement System: A Complete Volume Reonstruction System for Freely-moving Objects
IIYAMA Masaaki,KAMEDA Yoshinari,MINOH Michihiko
IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI2003), p.119-124, 2003-07
52: Estimation of the Location of Joint Points of Human Body from Successive Volume Data
Masaaki Iiyama,Yoshinari Kameda,Michihiko Minoh
International Conference on Pattern Recognition (ICPR2000), pp.699-702, 2000-09
DOI: 10.1109/ICPR.2000.903640
Invited Talk
1: AI meets Fishery -Pattern Recognition Approach for Fishery Applications-
Masaaki Iiyama
Invited Talk, University of Science and Technology Beijing, China, 1510498800000, 2017-11
2: How to design smart tourism destination: From viewpoint of data
Hidekazu Kasahara, Masaaki Iiyama, Michihiko Minoh
EU-Japan Workshop on Big Data for Sustainability and Tourism, , 2017-03
3: An Analysis of Table PC Learning Log for Understanding Students' Behavior - Kyoto ICT-based Education Project
Masaaki Iiyama
Invited Talk, TAECT2016, 1481900400000, 2016-12
Article
1: Fishers navi
Masaaki Iiyama
Smart Fisheries (Editor Masaaki Wada), pp.66-67, 2023-03
2: Dipole Mode Index Prediction with Artificial Neural Network
Patil Kalpesh, Masaaki Iiyama
Neural Networks: History and Applications, Chapter3, 2020-03