Kazufumi Kaneda
Last Updated :2024/03/04
- Affiliations, Positions
- Graduate School of Advanced Science and Engineering, Professor
- E-mail
- kinhiroshima-u.ac.jp
Basic Information
Academic Degrees
- Doctor of Engineering, Hiroshima University
- Master of Engineering, Hiroshima University
Educational Activity
- [Bachelor Degree Program] School of Informatics and Data Science : Department of Informatics and Data Science : Intelligence Science Program
- [Master's Program] Graduate School of Advanced Science and Engineering : Division of Advanced Science and Engineering : Informatics and Data Science Program
- [Doctoral Program] Graduate School of Advanced Science and Engineering : Division of Advanced Science and Engineering : Informatics and Data Science Program
In Charge of Primary Major Programs
- Informatics and Data Science Program
Research Fields
- Informatics;Human informatics;Perceptual information processing
- Informatics;Computing Technologies;High performance computing
Research Keywords
- Computer Graphics
- Visualization
- Image Processing
- Visual Computing
Affiliated Academic Societies
- The Institute of Electronics, Information and Communication Engineers, 1982
- The Institute of Electrical Engineers of Japan, 1985
- Information Processing Society of Japan, 1986
- Association for Computing Machinery, 1991
- The Institute of Image Electronics Engineers of Japan, 1998
- The Japanese Society of Ophthalmological Optics, 2009
- The Society for Art and Science, 2020/07
Educational Activity
Course in Charge
- 2023, Undergraduate Education, 4Term, Electric Energy Generation and Conversion
- 2023, Undergraduate Education, 3Term, Visual Computing
- 2023, Undergraduate Education, 1Term, Informatics Seminar I
- 2023, Undergraduate Education, 2Term, Informatics Seminar II
- 2023, Undergraduate Education, Second Semester, Graduation Thesis
- 2023, Graduate Education (Master's Program) , 1Term, Special Exercises on Informatics and Data Science A
- 2023, Graduate Education (Master's Program) , 2Term, Special Exercises on Informatics and Data Science A
- 2023, Graduate Education (Master's Program) , 3Term, Special Exercises on Informatics and Data Science B
- 2023, Graduate Education (Master's Program) , 4Term, Special Exercises on Informatics and Data Science B
- 2023, Graduate Education (Master's Program) , Academic Year, Special Study on Informatics and Data Science
- 2023, Graduate Education (Master's Program) , 1Term, Advanced Visual Information Processing
- 2023, Graduate Education (Doctoral Program) , Academic Year, Special Study on Informatics and Data Science
Research Activities
Academic Papers
- Acquiring Spectral Scattering Properties of Seawater from an RGB Image, Proc. 2023 International Workshop on Advanced Image Technology (IWAIT 2023), 202301
- Reproduction of Color Vision Deficiency Considering Spectrum, Proc. 2023 International Workshop on Advanced Image Technology (IWAIT 2023), 202301
- Spectral Super-Resolution for High Dynamic Range Images, JOURNAL OF IMAGING, 9(4), 202304
- Spectral Super-Resolution Using CNN Decomposing a Color Image into Luminance and Chrominance Components, IIEEJ Transactions on Image Electronics and Visual Computing, 10(1), 28-36, 202206
- Multiple-Branch Deep Neural Network for Spectral Super-Resolution, Proc. the 28th International Workshop on Frontiers of Computer Vision (IW-FCV 2022), 123-130, 20220221
- Real-time volume rendering running on an AR device in medical applications, Proc. International Workshop on Advanced Image Technology 2022 (IWAIT 2022), 1-6, 20220104
- Spectral Super-Resolution Using CNN Decomposing a Color Image into Luminance and Chrominance Components, Proceedings of The 7th IIEEJ International Conference on Image Electronics and Visual Computing (IEVC 2021), 20210908
- Spectral Rendering of Fluorescence on Translucent Materials, The Journal of the Society for Art and Science, 20(1), 30-39, 20210330
- A Method for Rendering Wavelength-dependent Phenomena Using Spectral Image-based Lighting, Proc. The 23rd International Workshop on Advanced Image Technology (IWAIT2020), 20200601
- A Projection Mapping System onto a Human Body for Medical Applications, Proc. EUROGRAPHICS 2019, 20190506
- Photorealistic real-time rendering of spherical raindrops with hierarchical reflective and refractive maps, COMPUTER ANIMATION AND VIRTUAL WORLDS, 22(4), 393-404, 2011
- A Simple, Efficient Method for Realistic Animation of Clouds, Computer Graphics Proceedings= Annual Conference Series= 2000 (Proc. SIGGRAPH 2000), 19-28, 20000701
- Visualization of optical phenomena caused by multilayer films based on wave optics, The Visual Computer, 17(2), 106-120, 20010501
- An Accurate Illumination Model for Objects Coated with Multilayer Films, 25, 391-400, 20010601
- A Free-form Metaball Approach for Modeling Droplets, 319-326, 20010801
- 3D Magnetic Field Visualization System Based on Virtual Reality Technique, Applied Electromagnetics(Edited by H.Yamashita= I.Marinova= L.Grecev) The 1st Japanese-Bulgaria-Macedonian Joint Seminar on Applied Electromagnetics(Sept. 14-15= 1998= Sofia= Bulgaria) Heron Press Applied Science Series, 267-272, 20000601
- A Simple, Efficient Method for Realistic Animation of Clouds, Computer Graphics Proceedings Annual Conference Series= 2000(SIGGRAPH2000), 19-28, 20000701
- Changing Weather of Image Sequences Taken From a Video Camera, Proc. the IASTED International Conference COMPUTER GRAPHICS AND IMAGING, 250-255, 20000801
- ★, Visualization of Optical Phenomena Caused by Multilayer Films Based on Wave Optics, The Visual Computer, 17(2), 106-120, 20010501
- Fast Rendering of Clouds Taking Account of Multiple Scattering Using Graphics Hardware, The Journal of the Institute of Image Electronics Engineers of Japan, 30(4), 362-370, 20010701
- An Accurate Illumination Model for Objects Coated with Multilayer Films, 25(3), 391-400, 20010601
- A Free-form Metaball Approach for Modeling Droplets, 319-326, 20010801
- Image Morphing Based on Feature Curves Approximated by Using Line Segments, The Journal of the Institute of Image Electronics Engineers of Japan, 29(4), 320-329, 20000801
- Rendering Iridescent Colors Appearing on Natural Objects, Proc. Pacific Graphics 2000, 15-22, 20000801
- Changing Weather of Image Sequences Taken From a Video Camera, Proc. the IASTED International Conference COMPUTER GRAPHICS AND IMAGING, 250-255, 20000801
- A Method for Generating Weathering Textures Containing Water Flow Stains for Outdoor Scenes, Transactions of Information Processing Society of Japan, 41(3), 577-585, 20000301
- A Method for Interpolating Illuminance Distribution due to In-between Light Source Position under Interreflective Environment Using Isophotic Line Warping, Journal of the Institute of Image Electronics Engineers of Japan, 31(4), 487-495, 20020701
- A Volume-Preserving Approach for Modeling and Animating Water Flows Generated by Metaballs, The Visual Computer, 18(8), 469-480, 20021201
- A Skylight Illumination Model in Specular Environment, Advances in Modelling= Animation and Rendering (Proc. CG International 2002)= Springer, (409-423), 20020701
- Rendering Iridescent Colors Appearing on Natural Objects, Proc. 8th Pacific Conference on Computer Graphics and Applications, 15-22, 20001201
- Visualization of Optical Phenomena Caused by Multilayer films Based on Wave Optics, The Visual Computer, 17, 106-120, 20010301
- An Accurate Illumination Model for Objects Coated with Multilayer Films, 25, 391-400, 20010701
- A Method for Interpolating Illuminance Distribution due to In-between Light Source Position under Interreflective Environment Using Isophotic Line Warping, 31(4), 487-494, 20020701
- Estimation of Plant Growth in Paddy Field Based on Proximal Remote Sensing ―Measurement of Leaf Nitrogen Contents by Using Digital Camera―, 23(5), 506-515, 20030401
- Advanced Rendering Techniques, Journal of the Institute of Image Electronics Engineers of Japan, 33(4-B), 620-631, 20040801
- Development of a Method for Reconstructing Fundus Volume Data from Cross-sectional Images Scanned Radially with an OCT, The Journal of the Institute of Image Electronics Engineers of Japan, 34(4), 370-378, 20050401
- Illumination Morphing: Smooth Transition of Luminance Distributions between Tow Images, Proceedings of 9th International Conference on Computer Aided Design and Computer Graphics, 517-524, 20051201
- A New Topology Based Watermarking Method for Layered 3D Triangular Mesh Models, 14(4), 427-439, 20050101
- Non-rigid Image Registration for Medical Imaging using a Free-form Deformation, Proc. of IEVC2007; Image Electronics and Visual Computing Workshop, Institute of Image Electronics Engineers of Japan, 20071126
- Visualization of optical phenomena caused by multilayer films based on wave optics, VISUAL COMPUTER, 17(2), 106-120, 2001
- A volume-preserving approach for modeling and animating water flows generated by metaballs, VISUAL COMPUTER, 18(8), 469-480, 200212
- Embedding class information into local invariant features by low-dimensional retinotopic mapping, MACHINE VISION AND APPLICATIONS, 24(2), 407-418, 201302
- Perceptually inspired afterimage synthesis, COMPUTERS & GRAPHICS-UK, 37(4), 247-255, 201306
- Scale alignment of 3D point clouds with different scales, MACHINE VISION AND APPLICATIONS, 25(8), 1989-2002, 201411
- Multiple-scattering Optical Tomography with Layered Material, The 9th International Conference on Signal-Image Technology and Internet-Based Systems (SITIS 2013), 201312
- Object Pose Estimation by Locally Linearly Embedded Regression, Springer Lecture Notes in Computer Science LNCS 8228, Part III, 458-468, 201311
- Physically Based Spectral Rendering of Optical Phenomena Caused by Multilayer Films Under Global Illumination Environment, 2014 International Workshop on Advanced Image Tecnology (IWAIT 2014),, 201401
- Scale invariant descriptor with border points of 3D point clouds,, The 20th Korea-Japan Workshop on Frontiers of Computer Vision (FCV2014), , 201402
- Scale ratio ICP for 3D point clouds with different scales,, 2013 IEEE International Conference on Image Processing (ICIP2013), 201309
- Semi-Rigid Registration of 3D points,, International Conference on Signal and Image Processing (CSIP 2013), 201307
- Semi-Rigid Registration of 3D points,, Journal of Signal and Information Processing, 4(3B), 2159-4465, 2013
- Smoothing posterior probabilities with a particle filter of Dirichlet distribution for stabilizing colorectal NBI endoscopy recognition, 2013 IEEE International Conference on Image Processing (ICIP2013), 201309
- A Rendering Method of Subsurface Scattering Using Interpolated Luminance Distributions,, The Journal of the Institute of Image Electronics Engineers of Japan, 42(4), 429-437, 2013
- A simple and effective hardware oriented feature extraction algorithm for colorectal endoscopic images with NBI magnification, the 28th International Conference on Circuits/Systems, Computers and Communications (ITC-CSCC 2013), 201306
- An Efficient Method for Displaying HDR Spectral Images on RGB Monitors Taking into Account The Color Matching Functions, Computational Visual Media Conference 2013, 201309
- An fpga implementation of support vector machine identifier for colorectal endoscopic images with NBI magnification, the 28th International Conference on Circuits/Systems, Computers and Communications (ITC-CSCC 2013), 201306
- Generic Object Recognition with Local Features: from Bags to Subspaces,, the 2013 International Joint Conference on Neural Networks (IJCNN 2013), 20130804
- Image Sequence Recognition with Active Learning Using Uncertainty Sampling,, the 2013 International Joint Conference on Neural Networks (IJCNN 2013), 20130804
- Labeling Colorectal NBI Zoom-Videoendoscope Image Sequences with MRF and SVM,, The 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC2013), 20130703
- Myocardial Segmentation with Model-Based Registration for Extracting Left Ventricle Region: The Combined Use of Edge and Voxel Information, The Journal of the Institute of Image Electronics Engineers of Japan, 43(3), 330-337, 20140730
- Spectral Rendering of Interference Phenomena Caused by Multilayer Films Under Global Illumination Environment, ITE Transactions on Media Technology and Applications, 3(1), 76-84, 20150101
- Generating Retinal Images in Eye Model with Intraocular Lens by Computer Simulation:Investigating Influence of Glare, Japanese Journal of Visual Science, 35(2), 43-47, 20141112
- Scale alignment of 3D point clouds with different scales, Machine Vision and Applications, 25(8), 1989-2002, 20140912
- Trade-off between speed and performance for colorectal endoscopic NBI image classification, SPIE Medical Imaging, International Society for Optics and Photonics, 20150227
- Layered optical tomography of multiple scattering media with combined constraint optimization, Proc. of FCV 2015 : 21st Korea-Japan joint Workshop on Frontiers of Computer Vision, 28-30, 20150128
- Displaying Compressed HDR Spectral Images Using A Direct Tristimulus Value Conversion and Dynamic Range Compression, Proc. The Fourth IIEEJ International Workshop on Image Electronics and Visual Computing, 1-7, 20141007
- SVM-MRF Segmentation of Colorectal NBI Endoscopic Images, Proc. The 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC2014), 20140826
- A Tone Reproduction Operator for All Luminance Ranges Considering Human Color Perception, Proc. EUROGRAPHICS 2014, 17-20, 20140407
- Displaying Compressed HDR Spectral Images by Integration of Direct Tristimulus Value Conversion and Tone Mapping, IIEEJ Transactions on Image Electronics and Visual Computing, 3(2), 126-135, 201512
- Photorealistic real-time rendering of spherical raindrops with hierarchical reflective and refractive maps, COMPUTER ANIMATION AND VIRTUAL WORLDS, 22(4), 393-404, 2011
- Embedding class information into local invariant features by low-dimensional retinotopic mapping, MACHINE VISION AND APPLICATIONS, 24(2), 407-418, 2013
- Perceptually inspired afterimage synthesis, COMPUTERS & GRAPHICS-UK, 37(4), 247-255, 2013
- Scale alignment of 3D point clouds with different scales, MACHINE VISION AND APPLICATIONS, 25(8), 1989-2002, 2014
- Tristimulus Value Rendering of Wavelength-Dependent Phenomena Using Importance Sampling, IIEEJ Transactions on Image Electronics and Visual Computing, 5(2), 74-82, 201712
- A Method for Generating Weathering Textures Containing Water Flow Stains for Outdoor Scenes, Transactions of Information Processing Society of Japan, 41(3), 577-585, 20000315
Awards
- 2020/01/07, Best Paper Award of IWAIT 2020 – 23rd International Workshop on Advanced Image Technology, IWAIT 2020 Award Chair, A Method for Rendering Wavelength-dependent Phenomena Using Spectral Image-based Lighting
- 2014/10/10, IEVC2014 Excellent Paper Award, General Chair of IEVC2014
- 1996/06, Paper Award of The Institute of Image Electronics Engineers of Japan, The Institute of Image Electronics Engineers of Japan, A Quick Rendering Method for Outdoor Scenes Using Sky Light Illuminance Functions Expressed with Basis Functions.
- 1997/03, Paper Award of The Japan Society of Applied Electromagnetics and Mechanics, The Japan Society of Applied Electromagnetics and Mechanics, Automatic Mesh Generation Using Bubble System
- 1995/09, EUROGRAPHICS 95 Best Paper Award, "Conference Chair Paul Ten Hagen, EUROGRAPHICS", A Quick Rendering Method Using Basis Functions for Interactive Lighting Design
Works, etc.
- Bubble flower, Yoshiki Kaminaka, Yuki Mikamoto, Kazufumi Kaneda, The bubble flower found on the campus of Hiroshima University is a new kind of fantasy plant that has soap bubbles drifted in the wind, just as grasses carry their pollen by the wind. Those who see this flower will remember their childhood and are freed from the tiredness of their hard work.
The flower with thin-film petals was modeled using Blender. The film thickness of each soap bubbles is changed to express different appearances of the interference color. To realistically render the interference color of petals and soap bubbles, we have extended the PBRT renderer to allow full spectral rendering based on wave optics. This extension also allows image based lighting with high dynamic range spectral images. The high dynamic range spectral image was converted from an RGB image of the campus landscape using our newly developed spectral super-resolution method consisting of a deep neural network with ensemble learning., 2022/03, 2022/03, EUROGRAPHICS International Academic Journal "Computer Graphics Forum" (Volume 41) Cover, The Others
Social Activities
Organizing Academic Conferences, etc.
- 2006/06, 2007/06
- 2003/04, 2007/03