Search Results for author: Mana Masuda

Found 5 papers, 1 papers with code

Generalizable Neural Human Renderer

no code implementations22 Apr 2024 Mana Masuda, Jinhyung Park, Shun Iwase, Rawal Khirodkar, Kris Kitani

While recent advancements in animatable human rendering have achieved remarkable results, they require test-time optimization for each subject which can be a significant limitation for real-world applications.

Toward Unsupervised 3D Point Cloud Anomaly Detection using Variational Autoencoder

1 code implementation7 Apr 2023 Mana Masuda, Ryo Hachiuma, Ryo Fujii, Hideo Saito, Yusuke Sekikawa

We propose a deep variational autoencoder-based unsupervised anomaly detection network adapted to the 3D point cloud and an anomaly score specifically for 3D point clouds.

Unsupervised Anomaly Detection

Event-based Camera Tracker by $\nabla$t NeRF

no code implementations7 Apr 2023 Mana Masuda, Yusuke Sekikawa, Hideo Saito

To enable the computation of the temporal gradient of the scene, we augment NeRF's camera pose as a time function.

Pose Estimation Pose Tracking

Neural Implicit Event Generator for Motion Tracking

no code implementations6 Nov 2021 Mana Masuda, Yusuke Sekikawa, Ryo Fujii, Hideo Saito

Our framework use pre-trained event generation MLP named implicit event generator (IEG) and does motion tracking by updating its state (position and velocity) based on the difference between the observed event and generated event from the current state estimate.

Position

Cannot find the paper you are looking for? You can Submit a new open access paper.