Robotics: five senses plus one—an overview

RN Albustanji, S Elmanaseer, AAA Alkhatib - Robotics, 2023 - mdpi.com
Robots can be equipped with a range of senses to allow them to perceive and interact with
the world in a more natural and intuitive way. These senses can include vision, hearing …

HDR light field imaging of dynamic scenes: A learning-based method and a benchmark dataset

Y Chen, G Jiang, M Yu, C Jin, H Xu, YS Ho - Pattern Recognition, 2024 - Elsevier
Light field (LF) imaging is an effective way to enable immersive applications. However,
limited by the potential well capacity of the image sensor, the acquired LF images suffer from …

PlaneAC: Line-guided planar 3D reconstruction based on self-attention and convolution hybrid model

J Zhang, J Yang, F Fu, J Ma - Pattern Recognition, 2024 - Elsevier
Planar 3D reconstruction aims to simultaneously extract plane instances and reconstruct the
local 3D model through the estimated plane parameters. Existing methods achieve …

Local feature matching from detector-based to detector-free: a survey

Y Liao, Y Di, K Zhu, H Zhou, M Lu, Y Zhang, Q Duan… - Applied …, 2024 - Springer
Local feature matching has been a critical task in computer vision applications. In the early
days of computer vision, local feature matching relied heavily on detector-based methods …

Focus-aware Fusion for Enhanced All-in-focus Light Field Image Generation

X Ban, Y Liu, L Zhang, Z Fan - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
All-in-focus images, containing comprehensive clear scene information, serve as the
cornerstone for numerous high-precision light field (LF) measurement applications …

Deep Learning-Based Depth Estimation from Light Fields

T Leistner - 2024 - archiv.ub.uni-heidelberg.de
Light fields have emerged as a highly accurate method for depth estimation, known for its
precision and robustness against occlusions. After the decline of consumer based light field …

Disparity Guidance and Spatial-Angular Interaction for Single-View-Based Light Field Synthesis

Y Yang, Z Qiu, S Zhang, M Tan - Available at SSRN 5034806 - papers.ssrn.com
Local light field synthesis aims to synthesize a 4D light field from a single-view image, and it
has a vast range of applications, such as VR, refocusing and depth estimation. This task …