Papers Key Point Matching
“Key Point Matching” 태그가 달린 논문 14편 · 필터 해제
QANA: LLM-based Question Generation and Network Analysis for Zero-shot Key Point Analysis and Beyond
The proliferation of social media has led to information overload and increased interest in opinion mining. We propose "Question-Answering Network Analysis" (QANA), a novel opinion mining framework that utilizes Large La…
Key Point MatchingOpinion MiningQuestion AnsweringQuestion Generation+1DeDoDe v2: Analyzing and Improving the DeDoDe Keypoint Detector
In this paper, we analyze and improve into the recently proposed DeDoDe keypoint detector. We focus our analysis on some key issues. First, we find that DeDoDe keypoints tend to cluster together, which we fix by performi…
Data AugmentationKey Point MatchingPose EstimationLightGlue: Local Feature Matching at Light Speed
We introduce LightGlue, a deep neural network that learns to match local features across images. We revisit multiple design decisions of SuperGlue, the state of the art in sparse matching, and derive simple but effective…
3D ReconstructionCamera Pose EstimationHomography EstimationImage Matching+3Stable Remaster: Bridging the Gap Between Old Content and New Displays
The invention of modern displays has enhanced the viewer experience for any kind of content: ranging from sports to movies in 8K high-definition resolution. However, older content developed for CRT or early Plasma screen…
8kKey Point Matchingobject-detectionObject DetectionRoMa: Robust Dense Feature Matching
Feature matching is an important computer vision task that involves estimating correspondences between two images of a 3D scene, and dense methods estimate all such correspondences. The aim is to learn a robust model, i.…
Camera Pose EstimationDecoderImage MatchingKey Point Matching+1ENRICH: Multi-purposE dataset for beNchmaRking In Computer vision and pHotogrammetry
The availability of high-resolution data and accurate ground truth is essential to evaluate and compare methods and algorithms properly. Moreover, it is often difficult to acquire real data for a given application domain…
3D Reconstruction3D Scene ReconstructionBenchmarkingDepth Estimation+2Fast Key Points Detection and Matching for Tree-Structured Images
This paper offers a new authentication algorithm based on image matching of nano-resolution visual identifiers with tree-shaped patterns. The algorithm includes image-to-tree conversion by greedy extraction of the fracta…
Graph MatchingKey Point MatchingModern Talking in Key Point Analysis: Key Point Matching using Pretrained Encoders
We contribute to the ArgMining 2021 shared task on Quantitative Summarization and Key Point Analysis with two approaches for argument key point matching. For key point matching the task is to decide if a short key point …
Key Point MatchingKey Point Matching with Transformers
This work aims at describing a solution for the Track 1 of the KPA 2021 shared task, analyzing different methodologies for the specific problem of key point matching. The analysis focuses on transformer based architectur…
Key Point MatchingTeam Enigma at ArgMining-EMNLP 2021: Leveraging Pre-trained Language Models for Key Point Matching
We present the system description for our submission towards the Key Point Analysis Shared Task at ArgMining 2021. Track 1 of the shared task requires participants to develop methods to predict the match score between ea…
Key Point MatchingQuantitative Argument Summarization and Beyond: Cross-Domain Key Point Analysis
When summarizing a collection of views, arguments or opinions on some topic, it is often desirable not only to extract the most salient points, but also to quantify their prevalence. Work on multi-document summarization …
Document SummarizationKey Point MatchingMulti-Document SummarizationAdaLAM: Revisiting Handcrafted Outlier Detection
Local feature matching is a critical component of many computer vision pipelines, including among others Structure-from-Motion, SLAM, and Visual Localization. However, due to limitations in the descriptors, raw matches a…
Key Point MatchingOutlier DetectionVisual LocalizationProbabilistic Inference for Camera Calibration in Light Microscopy under Circular Motion
Robust and accurate camera calibration is essential for 3D reconstruction in light microscopy under circular motion. Conventional methods require either accurate key point matching or precise segmentation of the axial-vi…
3D ReconstructionCamera CalibrationKey Point MatchingObjectIdentifying Corresponding Patches in SAR and Optical Images with a Pseudo-Siamese CNN
In this letter, we propose a pseudo-siamese convolutional neural network (CNN) architecture that enables to solve the task of identifying corresponding patches in very-high-resolution (VHR) optical and synthetic aperture…
Key Point Matching