[HTML][HTML] A survey on image and video stitching

LYU Wei, Z Zhong, C Lang, Z Yi - Virtual Reality & Intelligent Hardware, 2019 - Elsevier
Image/video stitching is a technology for solving the field of view (FOV) limitation of
images/videos. It stitches multiple overlapping images/videos to generate a wide-FOV …

Untrained neural network priors for inverse imaging problems: A survey

A Qayyum, I Ilahi, F Shamshad… - … on Pattern Analysis …, 2022 - ieeexplore.ieee.org
In recent years, advancements in machine learning (ML) techniques, in particular, deep
learning (DL) methods have gained a lot of momentum in solving inverse imaging problems …

Learning to render novel views from wide-baseline stereo pairs

Y Du, C Smith, A Tewari… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
We introduce a method for novel view synthesis given only a single wide-baseline stereo
image pair. In this challenging regime, 3D scene points are regularly observed only once …

Unsupervised deep image stitching: Reconstructing stitched features to images

L Nie, C Lin, K Liao, S Liu… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Traditional feature-based image stitching technologies rely heavily on feature detection
quality, often failing to stitch images with few features or low resolution. The learning-based …

Robust consistent video depth estimation

J Kopf, X Rong, JB Huang - … of the IEEE/CVF Conference on …, 2021 - openaccess.thecvf.com
We present an algorithm for estimating consistent dense depth maps and camera poses
from a monocular video. We integrate a learning-based depth prior, in the form of a …

A comparative study for single image blind deblurring

WS Lai, JB Huang, Z Hu, N Ahuja… - Proceedings of the …, 2016 - openaccess.thecvf.com
Numerous single image blind deblurring algorithms have been proposed to restore latent
sharp images under camera motion. However, these algorithms are mainly evaluated using …

3d ken burns effect from a single image

S Niklaus, L Mai, J Yang, F Liu - ACM Transactions on Graphics (ToG), 2019 - dl.acm.org
The Ken Burns effect allows animating still images with a virtual camera scan and zoom.
Adding parallax, which results in the 3D Ken Burns effect, enables significantly more …

As-projective-as-possible image stitching with moving DLT

J Zaragoza, TJ Chin, MS Brown… - Proceedings of the …, 2013 - openaccess.thecvf.com
We investigate projective estimation under model inadequacies, ie, when the underpinning
assumptions of the projective model are not fully satisfied by the data. We focus on the task …

Content-aware unsupervised deep homography estimation

J Zhang, C Wang, S Liu, L Jia, N Ye, J Wang… - Computer Vision–ECCV …, 2020 - Springer
Homography estimation is a basic image alignment method in many applications. It is
usually conducted by extracting and matching sparse feature points, which are error-prone …

[图书][B] Computer vision: algorithms and applications

R Szeliski - 2022 - books.google.com
Humans perceive the three-dimensional structure of the world with apparent ease. However,
despite all of the recent advances in computer vision research, the dream of having a …