一橋大学
ソーシャル・データサイエンス学部・研究科
グラフィックス&ビジョン研究室 (谷田川研究室)

Research List

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Learning Scatter Artifact Correction in Cone-Beam X-Ray CT Using Incomplete Projections with Beam Hole Array
出典: Haruki Hattori, Tatsuya Yatagawa, Yutaka Ohtake, Hiromasa Suzuki, “Learning Scatter Artifact Correction in Cone-Beam X-Ray CT Using Incomplete Projections with Beam Hole Array,” Journal of Nondestructive Evaluation (2024).
X-ray 3D Fiber Orientation Tomography via Alternating Optimization of Scattering Coefficients and Directions
出典: Tomoki Mori, Yutaka Ohtake, Tatsuya Yatagawa, Kazuhiro Kido, Yasunori Tsuboi, “X-ray 3D Fiber Orientation Tomography via Alternating Optimization of Scattering Coefficients and Directions,” Journal of Nondestructive Evaluation (2024).
Learning Self-Prior for Mesh Inpainting Using Self-Supervised Graph Convolutional Networks
出典: Shota Hattori, Tatsuya Yatagawa, Yutaka Ohtake, Hiromasa Suzuki, “Learning Self-Prior for Mesh Inpainting Using Self-Supervised Graph Convolutional Networks,” IEEE Transactions on Visualization and Computer Graphics (2024).
Monte Carlo Path Tracing and Statistical Event Detection for Event Camera Simulation
出典: Yuichiro Manabe, Tatsuya Yatagawa, Shigeo Morishima, Hiroyuki Kubo, “Monte Carlo Path Tracing and Statistical Event Detection for Event Camera Simulation,” IEEE International Conference on Image Processing (ICIP) (2024).
Primitive-based Model Reduction for Huge 3D Meshes of Industrial Plants
出典: Haruki Hattori, Yutaka Ohtake, Tatsuya Yatagawa, Kazutoshi Miyamoto, Masashi Hirota, “Primitive-based Model Reduction for Huge 3D Meshes of Industrial Plants,” IEEE Conference on Virtual Reality and 3D User Interfaces (IEEE VR) (2024).
Learning-Based Spotlight Position Optimization for Non-Line-of-Sight Human Localization and Posture Classification
出典: Sreenithy Chandran, Tatsuya Yatagawa, Hiroyuki Kubo, Suren Jayasuriya, “Learning-Based Spotlight Position Optimization for Non-Line-of-Sight Human Localization and Posture Classification,” IEEE/CVF Winter Workshop on Applications of Computer Vision (WACV) (2024).
Sparse-View Cone-Beam CT Reconstruction by Bar-by-Bar Neural FDK Algorithm
出典: Siqi Wang, Tatsuya Yatagawa, Yutaka Ohtake, Hiromasa Suzuki, “Sparse-View Cone-Beam CT Reconstruction by Bar-by-Bar Neural FDK Algorithm,” Nondestructive Testing and Evaluation (2023).
Bin-scanning: Segmentation of X-ray CT volume of binned parts using Morse skeleton graph of distance transform
出典: Yuta Yamauchi, Tatsuya Yatagawa, Yutaka Ohtake, Hiromasa Suzuki, “Bin-scanning: Segmentation of X-ray CT volume of binned parts using Morse skeleton graph of distance transform,” Computational Visual Media (2023).
Event-Based Camera Simulation Using Monte Carlo Path Tracing with Adaptive Denoising
出典: Yuta Tsuji, Tatsuya Yatagawa, Hiroyuki Kubo, Shigeo Morishima, “Event-Based Camera Simulation Using Monte Carlo Path Tracing with Adaptive Denoising,” IEEE International Conference on Image Processing (ICIP) (2023).
End-to-End Deep Learning for Reconstructing Segmented 3D CT Image ffrom Multi-Energy X-ray Projections
出典: Wang Siqi, Tatsuya Yatagawa, Yutaka Ohtake, Toru Aoki, Jun Hotta, “End-to-End Deep Learning for Reconstructing Segmented 3D CT Image ffrom Multi-Energy X-ray Projections,” IEEE/CVF International Conference on Computer Vision (ICCV) Workshop, Computer Vision for Automated Medical Diagnosis (CVAMD) (2023).
Degree of local symmetry for geometry-aware selective part visualisation on CT volumes
出典: Nobumichi Yasunami, Tatsuya Yatagawa, Hiromasa Suzuki, Yutaka Ohtake, “Degree of local symmetry for geometry-aware selective part visualisation on CT volumes,” Nondestructive Testing and Evaluation (2022).
Image Based Measurement of Individual Fiber Lengths for Randomly Oriented Short Fiber Composites
出典: Siqi Wang, Tatsuya Yatagawa, Hiromasa Suzuki, Yutaka Ohtake, “Image Based Measurement of Individual Fiber Lengths for Randomly Oriented Short Fiber Composites,” Journal of Nondestructive Evaluation (2022).
Real-time Shading with Free-form Planar Area Lights using Linearly Transformed Cosines
出典: Takahiro Kuge, Tatsuya Yatagawa, Shigeo Morishima, “Real-time Shading with Free-form Planar Area Lights using Linearly Transformed Cosines,” Journal of Computer Graphics Techniques (2022).
Learning Self-prior for Mesh Denoising using Dual Graph Convolutional Networks
出典: Shota Hattori, Tatsuya Yatagawa, Yutaka Ohtake, Hiromasa Suzuki, “Learning Self-prior for Mesh Denoising using Dual Graph Convolutional Networks,” European Conference on Computer Vision (2022).
Light Source Selection in Primary-Sample-Space Photon Sampling
出典: Yuta Tsuji, Tatsuya Yatagawa, Shigeo Morishima, “Light Source Selection in Primary-Sample-Space Photon Sampling,” SIGGRAPH Asia 2021 Posters (2021).
Extended Differentiable Marching Cubes by Manifold-Preserving Shape Inflation
出典: Kiichi Itoh, Tatsuya Yatagawa, Yutaka Ohtake, Hiromasa Suzuki, “Extended Differentiable Marching Cubes by Manifold-Preserving Shape Inflation,” British Machine Vision Conference (2021).
Deep Mesh Prior: Unsupervised Mesh Restoration using Graph Convolutional Networks
出典: Shota Hattori, Tatsuya Yatagawa, Yutaka Ohtake, Hiromasa Suzuki, “Deep Mesh Prior: Unsupervised Mesh Restoration using Graph Convolutional Networks,” CVPR Workshop on Learning to Generate 3D Shapes and Scenes (2021).
LinSSS: Linear decomposition of heterogeneous subsurface scattering for real-time screen-space rendering
出典: Tatsuya Yatagawa, Yasushi Yamaguchi, Shigeo Morishima, “LinSSS: Linear decomposition of heterogeneous subsurface scattering for real-time screen-space rendering,” The Visual Computer (Special Issue of Computer Graphics International 2020) (2020).
Data Compression for Measured Heterogeneous Subsurface Scattering via Scattering Profile Blending
出典: Tatsuya Yatagawa, Hideki Todo, Yasushi Yamaguchi, Shigeo Morishima, “Data Compression for Measured Heterogeneous Subsurface Scattering via Scattering Profile Blending,” The Visual Computer (2020).
Real-time rendering of layered materials with anisotorpic normal distributions
出典: Tomoya Yamaguchi, Tatsuya Yatagawa, Yusuke Tokuyoshi, Shigeo Morishima, “Real-time rendering of layered materials with anisotorpic normal distributions,” Computational Visual Media (2020).
Real-time Indirect Illumination of Emissive Inhomogeneous Volumes using Layered Polygonal Area Lights
出典: Takahiro Kuge, Tatsuya Yatagawa, Shigeo Morishima, “Real-time Indirect Illumination of Emissive Inhomogeneous Volumes using Layered Polygonal Area Lights,” Computer Graphics Forum (Special Issue of Pacific Graphics 2019) (2019).
FSNet: An Identity-aware Generative Model for Image-based Face Swapping
出典: Ryota Natsume, Tatsuya Yatagawa, Shigeo Morishima, “FSNet: An Identity-aware Generative Model for Image-based Face Swapping,” Lecture Notes in Computer Science 11366 (Proc. of Asian Conference on Computer Vision 2018, Perth, Australia) (2018).
Efficient Metropolis Path Sampling for Material Editing and Re-rendering
出典: Tomoya Yamaguchi, Tatsuya Yatagawa, Shigeo Morishima, “Efficient Metropolis Path Sampling for Material Editing and Re-rendering,” Pacific Graphics 2018 (Short paper) (2018).
RSGAN: face swapping and editing via region separation in latent spaces
出典: Ryota Natsume, Tatsuya Yatagawa, Shigeo Morishima, “RSGAN: face swapping and editing via region separation in latent spaces,” SIGGRAPH 2018 (Poster) (2018).
Sparse Pixel Sampling for Appearance Edit Propagation
出典: Tatsuya Yatagawa, Yasushi Yamaguchi, “Sparse Pixel Sampling for Appearance Edit Propagation,” The Visual Computer (Special Issue of Computer Graphics International 2015) (2015).
Temporally Coherent Video Editing using an Edit Propagation Matrix
出典: Tatsuya Yatagawa, Yasushi Yamaguchi, “Temporally Coherent Video Editing using an Edit Propagation Matrix,” Computers & Graphics (2014).
A Template-Based Completion Framework for Videos with Dynamic Backgrounds
出典: Tatsuya Yatagawa, Yasushi Yamaguchi, “A Template-Based Completion Framework for Videos with Dynamic Backgrounds,” Lecture Notes in Computer Science 7432 (Proc. of International Symposium of Visual Computing 2012, Crete, Greece) (2012).