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Masahiro Takatsuka
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- affiliation: University of Sydney, Australia
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2020 – today
- 2023
- [j18]Mashaan A. Alshammari, John Stavrakakis, Adel F. Ahmed, Masahiro Takatsuka:
Random projection tree similarity metric for SpectralNet. Array 17: 100274 (2023) - [i9]Mashaan A. Alshammari, John Stavrakakis, Masahiro Takatsuka:
Refining a k-nearest neighbor graph for a computationally efficient spectral clustering. CoRR abs/2302.11296 (2023) - [i8]Mashaan A. Alshammari, Masahiro Takatsuka:
Approximate spectral clustering with eigenvector selection and self-tuned k. CoRR abs/2302.11297 (2023) - [i7]Mashaan A. Alshammari, Masahiro Takatsuka:
Approximate spectral clustering density-based similarity for noisy datasets. CoRR abs/2302.11298 (2023) - [i6]Mashaan A. Alshammari, John Stavrakakis, Adel F. Ahmed, Masahiro Takatsuka:
Graph Construction using Principal Axis Trees for Simple Graph Convolution. CoRR abs/2302.12000 (2023) - [i5]Mashaan A. Alshammari, John Stavrakakis, Adel F. Ahmed, Masahiro Takatsuka:
Random Projection Forest Initialization for Graph Convolutional Networks. CoRR abs/2302.12001 (2023) - [i4]Mashaan A. Alshammari, John Stavrakakis, Adel F. Ahmed, Masahiro Takatsuka:
The Effect of Points Dispersion on the k-nn Search in Random Projection Forests. CoRR abs/2302.13160 (2023) - [i3]Mashaan A. Alshammari, John Stavrakakis, Masahiro Takatsuka:
A parameter-free graph reduction for spectral clustering and SpectralNet. CoRR abs/2302.13165 (2023) - [i2]Mashaan A. Alshammari, John Stavrakakis, Adel F. Ahmed, Masahiro Takatsuka:
Random projection tree similarity metric for SpectralNet. CoRR abs/2302.13168 (2023) - 2022
- [j17]Mashaan A. Alshammari, John Stavrakakis, Adel F. Ahmed, Masahiro Takatsuka:
The Effect of Points Dispersion on the k-nn Search in Random Projection Forests. IEEE Access 10: 80858-80868 (2022) - [j16]Mashaan A. Alshammari, John Stavrakakis, Masahiro Takatsuka:
A parameter-free graph reduction for spectral clustering and SpectralNet. Array 15: 100192 (2022) - 2021
- [j15]Mashaan A. Alshammari, John Stavrakakis, Masahiro Takatsuka:
Refining a k-nearest neighbor graph for a computationally efficient spectral clustering. Pattern Recognit. 114: 107869 (2021)
2010 – 2019
- 2019
- [j14]Mashaan A. Alshammari, Masahiro Takatsuka:
Approximate spectral clustering with eigenvector selection and self-tuned k. Pattern Recognit. Lett. 122: 31-37 (2019) - [j13]Mashaan A. Alshammari, Masahiro Takatsuka:
Approximate spectral clustering density-based similarity for noisy datasets. Pattern Recognit. Lett. 128: 155-161 (2019) - 2018
- [c44]Mashaan A. Alshammari, Masahiro Takatsuka:
Approximate Spectral Clustering Using Topology Preserving Methods and Local Scaling. ICONIP (4) 2018: 109-121 - 2017
- [j12]Yuri Miyagi, Masaki Onishi, Chiemi Watanabe, Takayuki Itoh, Masahiro Takatsuka:
Classification and visualization for symbolic people flow data. J. Vis. Lang. Comput. 43: 91-102 (2017) - [c43]Younjin Chung, Joachim Gudmundsson, Masahiro Takatsuka:
A Visual Analysis of Changes to Weighted Self-Organizing Map Patterns. ICONIP (5) 2017: 237-246 - [c42]Shumin Kong, Masahiro Takatsuka:
Hexpo: A vanishing-proof activation function. IJCNN 2017: 2562-2567 - [c41]Erika Gomi, Yuri Saito, Takayuki Itoh, Mariko Hagita, Masahiro Takatsuka:
A Technique for Ranking and Visualization of Crowd-Powered Subjective Evaluations. IV 2017: 52-56 - [i1]Younjin Chung, Joachim Gudmundsson, Masahiro Takatsuka:
A Visual Measure of Changes to Weighted Self-Organizing Map Patterns. CoRR abs/1703.08917 (2017) - 2016
- [c40]Yuri Miyagi, Masaki Onishi, Chiemi Watanabe, Takayuki Itoh, Masahiro Takatsuka:
Feature Extraction and Visualization for Symbolic People Flow Data. IV 2016: 9-14 - [c39]Satsuki Kumatani, Takayuki Itoh, Yousuke Motohashi, Keisuke Umezu, Masahiro Takatsuka:
Time-Varying Data Visualization Using Clustered Heatmap and Dual Scatterplots. IV 2016: 63-68 - 2015
- [j11]Florence Ying Wang, Masahiro Takatsuka:
Self-organizing Map (SOM) Based Data Navigation for Identifying Shape Similarities of Graphic Logos. Neural Process. Lett. 41(3): 325-339 (2015) - [c38]Florence Ying Wang, Arnaud Sallaberry, Karsten Klein, Masahiro Takatsuka, Mathieu Roche:
SentiCompass: Interactive visualization for exploring and comparing the sentiments of time-varying twitter data. PacificVis 2015: 129-133 - [c37]Younjin Chung, Masahiro Takatsuka:
A Causal Model Using Self-Organizing Maps. ICONIP (2) 2015: 591-600 - [c36]Sayaka Yagi, Takayuki Itoh, Masahiro Takatsuka:
A Layout Technique for Storyline-based Visualization of Consecutive Numerical Time-varying Data. VINCI 2015: 156-157 - [c35]Florence Ying Wang, Masahiro Takatsuka:
Entropy-Based Similarity Evaluation and Visualization of Cartographic Symbol Sets. WACV 2015: 718-725 - 2014
- [c34]Masahiro Takatsuka, Masaaki Kajihara, Yutaka Hirakawa, Kazuo Ohzeki:
Robust watermark against double attacks of compression and cropping. GCCE 2014: 200-201 - [c33]Kazuo Ohzeki, Yuanyu Wei, Masaaki Kajihara, Masahiro Takatsuka, Yutaka Hirakawa, Toru Sugimoto:
Authentication System Using Encrypted Discrete Biometrics Data. TRUST 2014: 210-211 - 2013
- [j10]Jianlong Zhou, Chun Xiao, Masahiro Takatsuka:
A multi-dimensional importance metric for contour tree simplification. J. Vis. 16(4): 341-349 (2013) - [c32]Florence Ying Wang, Masahiro Takatsuka:
SOM based artistic styles visualization. ICME 2013: 1-6 - [c31]Florence Ying Wang, Masahiro Takatsuka:
Enhancing SOM Based Visualization Methods for Better Data Navigation. ICONIP (2) 2013: 496-503 - 2012
- [c30]Florence Ying Wang, Masahiro Takatsuka:
A Framework Towards Quantified Artistic Influences Analysis. DICTA 2012: 1-8 - [c29]Florence Ying Wang, Masahiro Takatsuka:
Reverse Painterly Rendering. GRAPP/IVAPP 2012: 241-247 - [c28]Moonyati Yatid, Masahiro Takatsuka:
Understanding the effectiveness of visual cues to support categorical notification. OZCHI 2012: 661-664 - 2011
- [c27]Younjin Chung, Masahiro Takatsuka:
The Self-Organizing Map Tree (SOMT) for Nonlinear Data Causality Prediction. ICONIP (2) 2011: 133-142 - [c26]Moonyati Yatid, Masahiro Takatsuka:
Awareness to improve interaction: design of distance learning environment. OZCHI 2011: 319-328 - 2010
- [c25]Masahiro Takatsuka, Michael Bui:
Parallel Batch Training of the Self-Organizing Map Using OpenCL. ICONIP (2) 2010: 470-476
2000 – 2009
- 2009
- [j9]Jianlong Zhou, Masahiro Takatsuka:
Automatic Transfer Function Generation Using Contour Tree Controlled Residue Flow Model and Color Harmonics. IEEE Trans. Vis. Comput. Graph. 15(6): 1481-1488 (2009) - [c24]Kelvin Cheng, Masahiro Takatsuka:
Initial evaluation of a bare-hand interaction technique for large displays using a webcam. EICS 2009: 291-296 - [c23]Michael Bui, Masahiro Takatsuka:
Quantifying the Path Preservation of SOM-Based Information Landscapes. ICONIP (2) 2009: 812-819 - [c22]Yi Liu, Masahiro Takatsuka:
Interactive Hierarchical SOM for Image Retrieval Visualization. ICONIP (2) 2009: 845-854 - [c21]Kelvin Cheng, Masahiro Takatsuka:
Hand Pointing Accuracy for Vision-Based Interactive Systems. INTERACT (2) 2009: 13-16 - [p2]Jianlong Zhou, Masahiro Takatsuka:
Structural Relationship Preservation in Volume Rendering. Computer and Information Science 2009: 229-238 - 2008
- [j8]Jianlong Zhou, Chun Xiao, Zhiyan Wang, Masahiro Takatsuka:
A concept of volume rendering guided search process to analyze medical data set. Comput. Medical Imaging Graph. 32(2): 140-149 (2008) - [c20]Yingxin Wu, Masahiro Takatsuka:
Visualizing Multivariate Networks: A Hybrid Approach. PacificVis 2008: 223-230 - 2007
- [j7]Steve Smith, Masahiro Takatsuka:
Towards a Standards-based Message-oriented Advanced Collaboration System. J. Res. Pract. Inf. Technol. 39(2): 91-100 (2007) - [c19]John Stavrakakis, Masahiro Takatsuka:
Out-of-Order Execution for Avoiding Head-of-Line Blocking in Remote 3D Graphics. PSIVT 2007: 62-74 - [c18]Xianhang Zhang, Masahiro Takatsuka:
Put That There NOW: Group Dynamics of Tabletop Interaction under Time Pressure. Tabletop 2007: 37-43 - 2006
- [j6]Yingxin Wu, Masahiro Takatsuka:
Spherical self-organizing map using efficient indexed geodesic data structure. Neural Networks 19(6-7): 900-910 (2006) - [c17]Michael Bui, Nick Lowe, Masahiro Takatsuka:
Visualization of a closed three-dimensional surface using portal-based rendering. APVIS 2006: 35-38 - [c16]Yingxin Wu, Masahiro Takatsuka:
Visualizing multivariate network on the surface of a sphere. APVIS 2006: 77-83 - [c15]Kelvin Cheng, Masahiro Takatsuka:
Estimating virtual touchscreen for fingertip interaction with large displays. OZCHI 2006: 397-400 - [c14]Fang Chen, Peter Eades, Julien Epps, Serge Lichman, Benjamin Close, Peter Hutterer, Masahiro Takatsuka, Bruce H. Thomas, Mike Wu:
ViCAT: Visualisation and Interaction on a Collaborative Access Table. Tabletop 2006: 59-62 - [p1]Peter Eades, Seok-Hee Hong, Keith Nesbitt, Masahiro Takatsuka:
Information Display. Handbook of Nature-Inspired and Innovative Computing 2006: 633-655 - 2005
- [j5]Masahiro Takatsuka:
A component-oriented software authoring system for exploratory visualization. Future Gener. Comput. Syst. 21(7): 1213-1222 (2005) - [c13]Kelvin Cheng, Masahiro Takatsuka:
Real-time Monocular Tracking of View Frustum for Large Screen Human-Computer Interaction. ACSC 2005: 125-134 - [c12]Yingxin Wu, Masahiro Takatsuka:
The Geodesic Self-Organizing Map and Its Error Analysis. ACSC 2005: 343-352 - [c11]Yingxin Wu, Masahiro Takatsuka:
Three Dimensional Colour Pickers. APVIS 2005: 107-114 - [c10]Le Song, Masahiro Takatsuka:
Real-time 3D Finger Pointing for an Augmented Desk. AUIC 2005: 99-108 - [c9]Yingxin Wu, Masahiro Takatsuka:
Geodesic self-organizing map. Visualization and Data Analysis 2005: 21-30 - 2004
- [c8]Wanchun Li, Masahiro Takatsuka:
Adding Filtering to Geometric Distortion to Visualize a Clustered Graph on Small Screens.. InVis.au 2004: 71-79 - [c7]Colin Murray, Damian Merrick, Masahiro Takatsuka:
Graph Interaction through Force-Based Skeletal Animation. InVis.au 2004: 81-90 - 2003
- [j4]Masahiro Takatsuka, Geoff A. W. West, Svetha Venkatesh, Terry M. Caelli:
Low-cost interactive active range finder. Mach. Vis. Appl. 14(3): 139-144 (2003) - [c6]Kevin Pulo, Masahiro Takatsuka:
Inclusion Tree Layout Convention : An Empirical Investigation. InVis.au 2003: 27-35 - [c5]Masahiro Takatsuka:
JBeanStudio: A Component-Oriented Visual Software Authoring System for a Problem Solving Environment - Supporting Exploratory Visualization -. International Conference on Computational Science 2003: 985-994 - 2002
- [j3]Masahiro Takatsuka, Terry Caelli, Geoff A. W. West, Svetha Venkatesh:
An application of "agent-oriented" techniques to symbolic matching and object recognition. Pattern Recognit. Lett. 23(4): 419-429 (2002) - 2001
- [j2]Masahiro Takatsuka, Ray A. Jarvis:
Encoding 3D structural information using multiple self-organizing feature maps. Image Vis. Comput. 19(3): 99-118 (2001) - [c4]Masahiro Takatsuka, Mark Gahegan:
Exploratory Geospatial Analysis Using GeoVISTA Studio: From a Desktop to the Web. WISE (2) 2001: 92-101
1990 – 1999
- 1999
- [c3]Masahiro Takatsuka, Geoff A. W. West, Svetha Venkatesh, Terry Caelli:
Low-Cost Interactive Active Monocular Range Finder. CVPR 1999: 1444-1449 - [c2]Masahiro Takatsuka, Terry Caelli, Geoff A. W. West, Svetha Venkatesh:
Symbolic Representation and Distributed Matching Strategies for Schematics. ICDAR 1999: 693-696 - [c1]Russell Keith-Magee, Svetha Venkatesh, Masahiro Takatsuka:
An empirical study of neighbourhood decay in Kohonen's self organising map. IJCNN 1999: 1953-1958 - 1998
- [j1]Masahiro Takatsuka, Ray A. Jarvis:
Hierarchical neural networks for learning three-dimensional objects from range images. J. Electronic Imaging 7(1): 16-28 (1998) - 1996
- [b1]Masahiro Takatsuka:
Free-form three dimensional object recognition using artificial neural networks. Monash University, Australia, 1996
Coauthor Index
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