Phocolens: Photorealistic and consistent reconstruction in lensless imaging
Lensless cameras offer significant advantages in size, weight, and cost compared to
traditional lens-based systems. Without a focusing lens, lensless cameras rely on …
traditional lens-based systems. Without a focusing lens, lensless cameras rely on …
Image quality is not all you want: Task-driven lens design for image classification
In computer vision, it has long been taken for granted that high-quality images obtained
through well-designed camera lenses would lead to superior results. However, we find that …
through well-designed camera lenses would lead to superior results. However, we find that …
Learned B-Spline Parametrization of Lattice Focal Coding for Monocular RGBD Imaging
Monocular RGBD imaging, also known as simultaneous all-in-focus (AiF) imaging and
monocular depth estimation (MDE), represents a significant yet challenging task in computer …
monocular depth estimation (MDE), represents a significant yet challenging task in computer …
Aberration aware feature detection and description
Feature detection and description are crucial for image matching, as better performance at
this stage leads to more accurate matching results, which is essential for subsequent vision …
this stage leads to more accurate matching results, which is essential for subsequent vision …
A Differentiable Wave Optics Model for End-to-End Computational Imaging System Optimization
End-to-end optimization, which simultaneously optimizes optics and algorithms, has
emerged as a powerful data-driven method for computational imaging system design. This …
emerged as a powerful data-driven method for computational imaging system design. This …
Towards Single-Lens Controllable Depth-of-Field Imaging via All-in-Focus Aberration Correction and Monocular Depth Estimation
Controllable Depth-of-Field (DoF) imaging commonly produces amazing visual effects
based on heavy and expensive high-end lenses. However, confronted with the increasing …
based on heavy and expensive high-end lenses. However, confronted with the increasing …
Limitations of Data-Driven Spectral Reconstruction--An Optics-Aware Analysis
Hyperspectral imaging empowers computer vision systems with the distinct capability of
identifying materials through recording their spectral signatures. Recent efforts in data …
identifying materials through recording their spectral signatures. Recent efforts in data …
Self-Supervised Spatially Variant PSF Estimation for Aberration-Aware Depth-from-Defocus
In this paper, we address the task of aberration-aware depth-from-defocus (DfD), which
takes account of spatially variant point spread functions (PSFs) of a real camera. To …
takes account of spatially variant point spread functions (PSFs) of a real camera. To …
[PDF][PDF] IMAGE QUALITY IS NOT ALL YOU WANT: TASK-DRIVEN LENS DESIGN
In computer vision, it has long been taken for granted that high-quality images obtained
through well-designed camera lenses would lead to superior results. However, we find that …
through well-designed camera lenses would lead to superior results. However, we find that …