Events2Join

A Fast Geometric Regularizer to Mitigate Event Collapse in the ...


A Fast Geometric Regularizer to Mitigate Event Collapse in ... - arXiv

We propose a novel, computationally efficient regularizer based on geometric principles to mitigate event collapse. The experiments show that ...

A Fast Geometric Regularizer to Mitigate Event Collapse in the ...

Event cameras are novel bio-inspired vision sensors that offer advantages over traditional cameras for various applications, ...

A Fast Geometric Regularizer to Mitigate Event Collapse in the ...

A novel, computationally efficient regularizer based on geometric principles to mitigate event collapse is proposed.

[PDF] A Fast Geometric Regularizer to Mitigate Event Collapse in the ...

A novel, computationally efficient regularizer based on geometric principles to mitigate event collapse is proposed and is hoped that this work opens the ...

Event Collapse in Contrast Maximization Frameworks - GitHub

@article{Shiba22aisy, author = {Shintaro Shiba and Yoshimitsu Aoki and Guillermo Gallego}, title = {A Fast Geometric Regularizer to Mitigate Event Collapse ...

A Fast Geometric Regularizer to Mitigate Event Collapse in the ...

A novel, computationally efficient regularizer based on geometric principles to mitigate event collapse is proposed. The experiments show that the proposed ...

(PDF) A Fast Geometric Regularizer to Mitigate Event Collapse in ...

... regularizer based on geometric principles to mitigate event collapse. The experiments show that the proposed regularizer achieves state-of ...

A Fast Geometric Regularizer to Mitigate Event Collapse in the ...

Event cameras are emerging vision sensors and their advantages are suitable for various applications such as autonomous robots. Contrast maximization (CMax) ...

A Fast Geometric Regularizer to Mitigate Event Collapse in the ...

Event cameras are emerging vision sensors and their advantages are suitable for various applications such as autonomous robots. Contrast maximization (CMax) ...

publications - Shintaro Shiba

A fast geometric regularizer to mitigate event collapse in the contrast maximization framework. Shintaro Shiba, Yoshimitsu Aoki, and Guillermo Gallego.

[PDF] Event Collapse in Contrast Maximization Frameworks ...

A Fast Geometric Regularizer to Mitigate Event Collapse in the Contrast Maximization Framework · Shintaro ShibaY. AokiGuillermo Gallego. Computer Science ...

Regularizer R for the 1-DOF warp, (10). - ResearchGate

from publication: A Fast Geometric Regularizer to Mitigate Event Collapse in the Contrast Maximization Framework | Event cameras are emerging vision sensors ...

‪Shintaro Shiba‬ - ‪Google Scholar‬

A fast geometric regularizer to mitigate event collapse in the contrast maximization framework. S Shiba, Y Aoki, G Gallego. Advanced Intelligent Systems 5 (3), ...

Shintaro Shiba - dblp

A Fast Geometric Regularizer to Mitigate Event Collapse in the Contrast Maximization Framework. Adv. Intell. Syst. 5(3) (2023). [i6]. view.

Shintaro Shiba, Yoshimitsu Aoki, Guillermo Gallego - arxiv-sanity

We propose a novel, computationally efficient regularizer based on geometric principles to mitigate event collapse. The experiments show that the proposed ...

Event-based Vision - Guillermo Gallego - Google Sites

... event cameras. Reference: S. Shiba, Y. Aoki, G. Gallego. A Fast Geometric Regularizer to Mitigate Event Collapse in the Contrast Maximization Framework.

Optical Flow - GitHub Pages

(C) Adding a regularizer term by measuring event collapse. x y t t ... [1] “A Fast Geometric Regularizer to Mitigate Event Collapse in the. Contrast ...

Event Collapse in Contrast Maximization Frameworks - PMC

Without a regularizer, the events collapse in the MVSEC and DSEC sequences. Our regularizers successfully mitigate overfitting, having a remarkable impact on ...

Guillermo Gallego | Papers With Code

A Fast Geometric Regularizer to Mitigate Event Collapse in the Contrast Maximization Framework ... We hope our work opens the door for future applications that ...

0000-0001-6053-2285 - Shintaro Shiba - ORCID

A Fast Geometric Regularizer to Mitigate Event Collapse in the Contrast Maximization Framework. Advanced Intelligent Systems. 2023-03 | Journal article. DOI ...