Improved Visual Localization via Graph Filtering

Improved Visual Localization via Graph Filtering

Vision-based localization is the problem of inferring the pose of the camera given a single image. One commonly used approach relies on image retrieval where the query input is compared against a database of localized support examples and its pose is inferred with the help of the retrieved items. Th...

Full description

Bibliographic Details
Main Authors:	Carlos Lassance, Yasir Latif, Ravi Garg, Vincent Gripon, Ian Reid
Format:	Article
Language:	English
Published:	MDPI AG 2021-01-01
Series:	Journal of Imaging
Subjects:	graph signal processing deep learning visual localization image retrieval transfer learning
Online Access:	https://www.mdpi.com/2313-433X/7/2/20

Similar Items

Representing Deep Neural Networks Latent Space Geometries with Graphs
by: Carlos Lassance, et al.
Published: (2021-01-01)

Hyperspectral Image Classification with Localized Graph Convolutional Filtering
by: Shengliang Pu, et al.
Published: (2021-02-01)

Toward automatic comparison of visualization techniques: Application to graph visualization
by: L. Giovannangeli, et al.
Published: (2020-06-01)

Exploiting Graph and Geodesic Distance Constraint for Deep Learning-Based Visual Odometry
by: Xu Fang, et al.
Published: (2022-04-01)

Signal Contrastive Enhanced Graph Collaborative Filtering for Recommendation
by: Zhi-Yuan Li, et al.
Published: (2023-06-01)

Community-Enhanced Contrastive Learning for Graph Collaborative Filtering
by: Xuchen Xia, et al.
Published: (2023-11-01)

Scalable Graph Convolutional Networks With Fast Localized Spectral Filter for Directed Graphs
by: Chensheng Li, et al.
Published: (2020-01-01)

Carbonic: A Framework for Creating and Visualizing Complex Compound Graphs
by: Cristian Rodriguez, et al.
Published: (2022-07-01)

Structure-Aware Multi-Hop Graph Convolution for Graph Neural Networks
by: Yang Li, et al.
Published: (2022-01-01)

Characterization and Classification of Electrophysiological Signals Represented as Visibility Graphs Using the Maxclique Graph
by: Erika Elizabeth Rodriguez-Torres, et al.
Published: (2020-04-01)

Combined Deep Learning With Directed Acyclic Graph SVM for Local Adjustment of Age Estimation
by: Cui Xiao, et al.
Published: (2021-01-01)

A Multimedia Graph Collaborative Filter
by: Jingzhou Sun, et al.
Published: (2022-01-01)

Disease Diagnosis of Dairy Cow by Deep Learning Based on Knowledge Graph and Transfer Learning
by: Meng Gao, et al.
Published: (2021-03-01)

A visual fingerprint update algorithm based on crowdsourced localization and deep learning for smart IoV
by: Xiliang Yin, et al.
Published: (2021-09-01)

The Impact of Global Structural Information in Graph Neural Networks Applications
by: Davide Buffelli, et al.
Published: (2022-01-01)

Graph-Informed Neural Networks for Regressions on Graph-Structured Data
by: Stefano Berrone, et al.
Published: (2022-03-01)

Robust Loop Closure Detection Integrating Visual–Spatial–Semantic Information via Topological Graphs and CNN Features
by: Yuwei Wang, et al.
Published: (2020-11-01)

Robust Graph Structure Learning with Virtual Nodes Construction
by: Wenchuan Zhang, et al.
Published: (2023-03-01)

Discriminative Auto-Encoder With Local and Global Graph Embedding
by: Rui Li, et al.
Published: (2020-01-01)

Object-Level Visual-Text Correlation Graph Hashing for Unsupervised Cross-Modal Retrieval
by: Ge Shi, et al.
Published: (2022-04-01)

BUILDING, VISUALIZING AND EXECUTING DEEP LEARNING MODELS AS DATAFLOW GRAPHS
by: Gábor KRUPPAI, et al.
Published: (2020-08-01)

Sequence-to-sequence modeling for graph representation learning
by: Aynaz Taheri, et al.
Published: (2019-08-01)

Recommender Systems Based on Graph Embedding Techniques: A Review
by: Yue Deng
Published: (2022-01-01)

Accurate and efficient floor localization with scalable spiking graph neural networks
by: Fuqiang Gu, et al.
Published: (2024-03-01)

Survey of Open-Domain Knowledge Graph Question Answering
by: CHEN Zirui, WANG Xin, WANG Lin, XU Dawei, JIA Yongzhe
Published: (2021-10-01)

Interpreting Deep Graph Convolutional Networks with Spectrum Perspective
by: Sisi Zhang, et al.
Published: (2023-05-01)

A Comprehensive Survey of Graph Neural Networks for Knowledge Graphs
by: Zi Ye, et al.
Published: (2022-01-01)

Web-Based Music Genre Classification for Timeline Song Visualization and Analysis
by: Jaime Ramirez Castillo, et al.
Published: (2021-01-01)

Learning Objectness Transfer Networks for Visual Tracking
by: Shi Pu, et al.
Published: (2019-01-01)

Deep learning for graph structured data
by: Dwivedi Vijay Prakash
Published: (2024)

Learning Cross-Modal Aligned Representation With Graph Embedding
by: Youcai Zhang, et al.
Published: (2018-01-01)

Scene graph descriptors for visual place classification from noisy scene data
by: Tomoya Ohta, et al.
Published: (2023-12-01)

CLIP-Based Adaptive Graph Attention Network for Large-Scale Unsupervised Multi-Modal Hashing Retrieval
by: Yewen Li, et al.
Published: (2023-03-01)

GisGCN: A Visual Graph-Based Framework to Match Geographical Areas through Time
by: Margarita Khokhlova, et al.
Published: (2022-01-01)

Driven by Vision: Learning Navigation by Visual Localization and Trajectory Prediction
by: Marius Leordeanu, et al.
Published: (2021-01-01)

Fusion of Textural and Visual Information for Medical Image Modality Retrieval Using Deep Learning-Based Feature Engineering
by: Saeed Iqbal, et al.
Published: (2023-01-01)

Deep Convolutional Networks for Construction Object Detection Under Different Visual Conditions
by: Nipun D. Nath, et al.
Published: (2020-08-01)

Reasoning for Local Graph Over Knowledge Graph With a Multi-Policy Agent
by: Jie Zhang, et al.
Published: (2021-01-01)

SeBioGraph: Semi-supervised Deep Learning for the Graph via Sustainable Knowledge Transfer
by: Yugang Ma, et al.
Published: (2021-04-01)

Fi-Vi: Large-Area Indoor Localization Scheme Combining ML/DL-Based Wireless Fingerprinting and Visual Positioning
by: Sangwoo Park, et al.
Published: (2022-01-01)