Large scale evaluation of local image feature detectors on homography datasets

Large scale evaluation of local image feature detectors on homography datasets

Veure altres versions (1)

We present a large scale benchmark for the evaluation of local feature detectors. Our key innovation is the introduction of a new evaluation protocol which extends and improves the standard detection repeatability measure. The new protocol is better for assessment on a large number of images and red...

Descripció completa

Dades bibliogràfiques
Autors principals:	Lenc, K, Vedaldi, A
Format:	Conference item
Idioma:	English
Publicat:	British Machine Vision Association 2018

Ítems similars

Large scale evaluation of local image featuredetectors on homography datasets
per: Lenc, K, et al.
Publicat: (2018)

Learning covariant feature detectors
per: Lenc, K, et al.
Publicat: (2016)

Multi‐scale homography estimation based on dual feature aggregation transformer
per: Ying Li, et al.
Publicat: (2023-04-01)

Automatic Image Interpolation Using Homography
per: Tang Cheng-Yuan, et al.
Publicat: (2010-01-01)

Automatic Image Interpolation Using Homography
per: Chi-Tsung Liu, et al.
Publicat: (2010-01-01)

Unsupervised deep homography with multi‐scale global attention
per: Wei Hu, et al.
Publicat: (2023-08-01)

Homography Matrix-Based Local Motion Consistent Matching for Remote Sensing Images
per: Junyuan Liu, et al.
Publicat: (2023-07-01)

Image Registration Algorithm Based on Convolutional Neural Network and Local Homography Transformation
per: Yuanwei Wang, et al.
Publicat: (2020-01-01)

Homography-guided stereo matching for wide-baseline image interpolation
per: Yuan Chang, et al.
Publicat: (2021-10-01)

Geological Borehole Video Image Stitching Method Based on Local Homography Matrix Offset Optimization
per: Zhaopeng Deng, et al.
Publicat: (2023-01-01)

Deep Homography for License Plate Detection
per: Hojin Yoo, et al.
Publicat: (2020-04-01)

Homography augmented particle filter SLAM
per: Paweł Leszek Słowak, et al.
Publicat: (2023-10-01)

Understanding Image Representations by Measuring Their Equivariance and Equivalence
per: Lenc, K, et al.
Publicat: (2018)

Understanding image representations by measuring their equivariance and equivalence
per: Lenc, K, et al.
Publicat: (2015)

HPatches: A benchmark and evaluation of handcrafted and learned local descriptors
per: Balntas, V, et al.
Publicat: (2017)

An end-to-end homography estimation method for large baseline scenes with an attention mechanism
per: Zuojiang LIN, et al.
Publicat: (2024-12-01)

A Registration Algorithm for Astronomical Images Based on Geometric Constraints and Homography
per: Bin Lin, et al.
Publicat: (2023-04-01)

Vggsound: a large-scale audio-visual dataset
per: Chen, H, et al.
Publicat: (2020)

Improving noise immunity of homography superposition for television signals
per: Alfiya A. Diyazitdinova
Publicat: (2021-05-01)

Homography Ranking Based on Multiple Groups of Point Correspondences
per: Milan Ondrašovič, et al.
Publicat: (2021-08-01)

HPatches: A benchmark and evaluation of handcrafted and learned local descriptors
per: Balntas, V, et al.
Publicat: (2019)

Image Registration Algorithm for Stamping Process Monitoring Based on Improved Unsupervised Homography Estimation
per: Yujie Zhang, et al.
Publicat: (2024-09-01)

Deep Fisher networks for large-scale image classification
per: Simonyan, K, et al.
Publicat: (2013)

Robust homography estimation based on nonlinear least squares optimization
per: Mou, Wei, et al.
Publicat: (2014)

Multiview Trajectory Mapping Using Homography with Lens Distortion Correction
per: Kayumbi Gabin, et al.
Publicat: (2008-01-01)

Homography Estimation Based on Order-Preserving Constraint and Similarity Measurement
per: Haijiang Zhu, et al.
Publicat: (2018-01-01)

Multiview Trajectory Mapping Using Homography with Lens Distortion Correction
per: Andrea Cavallaro, et al.
Publicat: (2008-11-01)

MGHE-Net: A Transformer-Based Multi-Grid Homography Estimation Network for Image Stitching
per: Yun Tang, et al.
Publicat: (2024-01-01)

A Novel Mosaic Method for Spaceborne ScanSAR Images Based on Homography Matrix Compensation
per: Jianghao Tian, et al.
Publicat: (2021-07-01)

Aggregation of Convolutional Neural Network Estimations of Homographies by Color Transformations of the Inputs
per: Miguel A. Molina-Cabello, et al.
Publicat: (2020-01-01)

A Novel Multispectral Line Segment Matching Method Based on Phase Congruency and Multiple Local Homographies
per: Haochen Hu, et al.
Publicat: (2022-08-01)

Vehicle Speed Estimation Using Consecutive Frame Approaches and Deep Image Homography for Image Rectification on Monocular Videos
per: Dea Angelia Kamil, et al.
Publicat: (2024-01-01)

STACKED LOCAL FEATURE DETECTOR FOR HYPERSPECTRAL IMAGE
per: Z. Yan, et al.
Publicat: (2020-08-01)

R-CNN minus R
per: Lenc, K, et al.
Publicat: (2015)

Combining Convolutional Neural Network and Photometric Refinement for Accurate Homography Estimation
per: Lai Kang, et al.
Publicat: (2019-01-01)

Active solution of homography for pavement crack recovery with four laser lines
per: Guan Xu, et al.
Publicat: (2018-05-01)

Infrared and Visible Image Homography Estimation Based on Feature Correlation Transformers for Enhanced 6G Space–Air–Ground Integrated Network Perception
per: Xingyi Wang, et al.
Publicat: (2023-07-01)

Weak-Texture Seafloor and Land Image Matching Using Homography-Based Motion Statistics with Epipolar Geometry
per: Yifu Chen, et al.
Publicat: (2024-07-01)

Image Stitching of Low-Resolution Retinography Using Fundus Blur Filter and Homography Convolutional Neural Network
per: Levi Santos, et al.
Publicat: (2024-10-01)

A geometric approach for homography-based visual servo control of underactuated UAVs
per: Zhenyu Qian, et al.
Publicat: (2024-12-01)