Multi-feature matching of fresco fragments [PDF]
We present a multiple-feature approach for determining matches between small fragments of archaeological artifacts such as Bronze-Age and Roman frescoes. In contrast with traditional 2D and 3D shape matching approaches, we introduce a set of feature descriptors that are based on not only color and shape, but also normal maps.
Toler-Franklin, Corey+4 more
openaire +3 more sources
DFM: A Performance Baseline for Deep Feature Matching [PDF]
A novel image matching method is proposed that utilizes learned features extracted by an off-the-shelf deep neural network to obtain a promising performance.
Ufuk Efe, K. G. Ince, A. Alatan
semanticscholar +1 more source
Class-Based Feature Matching Across Unrestricted Transformations [PDF]
We develop a novel method for class-based feature matching across large changes in viewing conditions. The method is based on the property that when objects share a similar part, the similarity is preserved across viewing conditions.
Bart, Evgeniy, Ullman, Shimon
core +1 more source
OmniGlue: Generalizable Feature Matching with Foundation Model Guidance [PDF]
The image matching field has been witnessing a contin-uous emergence of novel learnable feature matching techniques, with ever-improving performance on conventional benchmarks.
Hanwen Jiang+5 more
semanticscholar +1 more source
Hausdorff-Distance Enhanced Matching of Scale Invariant Feature Transform Descriptors in Context of Image Querying [PDF]
Reliable and effective matching of visual descriptors is a key step for many vision applications, e.g. image retrieval. In this paper, we propose to integrate the Hausdorff distance matching together with our pairing algorithm, in order to obtain a ...
Olszewska, Joanna Isabelle, Wilson, D.
core +1 more source
RESEARCH PROGRESS ON FEATURE MATCHING OF SAR AND OPTICAL IMAGES [PDF]
Before obtaining information and identifying ground target from images, image matching is necessary. However, problems of strong pixel noise interference and nonlinear gray scale differences in synthetic aperture radar image still exist. Feature matching
H. Qian, J. W. Yue, M. Chen
doaj +1 more source
SSA-LSTM: Short-Term Photovoltaic Power Prediction Based on Feature Matching
To reduce the impact of volatility on photovoltaic (PV) power generation forecasting and achieve improved forecasting accuracy, this article provides an in-depth analysis of the characteristics of PV power outputs under typical weather conditions.
Zhengwei Huang, Jin Huang, Jintao Min
semanticscholar +1 more source
Image Feature Matching Via Parallax Mapping for Close Range Photogrammetric Application
Image feature matching is an important step in close range photogrammetric applications, and implementing a fast, accurate and robust feature-based image matching technique is a challenging task.
Yang Dong, Dazhao Fan, Qiuhe Ma, Song Ji
doaj +1 more source
RoRD: Rotation-Robust Descriptors and Orthographic Views for Local Feature Matching [PDF]
The use of local detectors and descriptors in typical computer vision pipelines works well until variations in viewpoint and appearance change become extreme.
Udit Singh Parihar+6 more
semanticscholar +1 more source
Guided Local Feature Matching with Transformer
GLFNet is proposed to be utilized for the detection and matching of local features among remote-sensing images, with existing sparse feature points being leveraged as guided points.
Siliang Du+4 more
doaj +1 more source