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Spatial Pyramid-Enhanced NetVLAD With Weighted Triplet Loss for Place Recognition

https://doi.org/10.1109/tnnls.2019.2908982
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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DisLocation: Scalable Descriptor Distinctiveness for Location Recognition
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City-Scale Location Recognition
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Aggregating local descriptors into a compact image representation
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City-scale landmark identification on mobile devices
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Visual Place Recognition with Repetitive Structures
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Learning and Calibrating Per-Location Classifiers for Visual Place Recognition
inferredcites →https://doi.org/10.1109/cvpr.2013.96openalex-snapshot
Graph-Based Discriminative Learning for Location Recognition
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Pairwise geometric matching for large-scale object retrieval
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Large-Scale Location Recognition and the Geometric Burstiness Problem
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Deep Residual Learning for Image Recognition
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Convolutional Neural Network Architecture for Geometric Matching
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SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning
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Context-based vision system for place and object recognition
inferredcites →https://doi.org/10.1109/iccv.2015.243openalex-snapshot
Hyperpoints and Fine Vocabularies for Large-Scale Location Recognition
inferredcites →https://doi.org/10.1109/iccv.2017.374openalex-snapshot
Large-Scale Image Retrieval with Attentive Deep Local Features
inferredcites →https://doi.org/10.1109/mcse.2018.108164530openalex-snapshot
Multiple VLAD Encoding of CNNs for Image Classification
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Autonomous navigation for BigDog
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Discriminative Feature Extraction by a Neural Implementation of Canonical Correlation Analysis
inferredcites →https://doi.org/10.1109/tnnls.2016.2599820openalex-snapshot
Evaluating the Visualization of What a Deep Neural Network Has Learned
inferredcites →https://doi.org/10.1109/tnnls.2016.2626379openalex-snapshot
Identifying Objective and Subjective Words via Topic Modeling
inferredcites →https://doi.org/10.1109/tnnls.2017.2690910openalex-snapshot
Learning to Predict Consequences as a Method of Knowledge Transfer in Reinforcement Learning
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Manifold Preserving: An Intrinsic Approach for Semisupervised Distance Metric Learning
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An Information-Theoretic-Cluster Visualization for Self-Organizing Maps
inferredcites →https://doi.org/10.1109/tnnls.2017.2705429openalex-snapshot
Improving Sparsity and Scalability in Regularized Nonconvex Truncated-Loss Learning Problems
inferredcites →https://doi.org/10.1109/tnnls.2017.2712793openalex-snapshot
Convolutional Sparse Autoencoders for Image Classification
inferredcites →https://doi.org/10.1109/tnnls.2018.2797248openalex-snapshot
Exploring Auxiliary Context: Discrete Semantic Transfer Hashing for Scalable Image Retrieval
inferredcites →https://doi.org/10.1109/tnnls.2018.2816021openalex-snapshot
Weakly Supervised Object Detection via Object-Specific Pixel Gradient
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MonoSLAM: Real-Time Single Camera SLAM
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Aggregating Local Image Descriptors into Compact Codes
inferredcites →https://doi.org/10.1109/tpami.2017.2667665openalex-snapshot
24/7 Place Recognition by View Synthesis
inferredcites →https://doi.org/10.1109/tro.2015.2496823openalex-snapshot
Visual Place Recognition: A Survey
inferredcites →https://doi.org/10.1126/science.1127647openalex-snapshot
Reducing the Dimensionality of Data with Neural Networks
inferredcites →https://doi.org/10.1126/science.290.5500.2323openalex-snapshot
Nonlinear Dimensionality Reduction by Locally Linear Embedding
inferredcites →https://doi.org/10.1137/s1064827502419154openalex-snapshot
Principal Manifolds and Nonlinear Dimensionality Reduction via Tangent Space Alignment
inferredcites →https://doi.org/10.1145/3065386openalex-snapshot
ImageNet classification with deep convolutional neural networks
inferredcites →https://doi.org/10.1162/089976603321780317openalex-snapshot
Laplacian Eigenmaps for Dimensionality Reduction and Data Representation
inferredcites →https://doi.org/10.48550/arxiv.1409.1556openalex-snapshot
Very Deep Convolutional Networks for Large-Scale Image Recognition
inferredcites →https://doi.org/10.48550/arxiv.1703.05593openalex-snapshot
Convolutional neural network architecture for geometric matching
inferredcites →https://doi.org/10.48550/arxiv.cs/0212008openalex-snapshot
Principal Manifolds and Nonlinear Dimension Reduction via Local Tangent Space Alignment

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Catt-Vlad: Learning Mutual Salience Enhanced Representation with Cross-Attention for Visual Place Recognition
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Weighted Pooling from Salient Regions for Place Recognition
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Efficient Data Grouping for Large-Scale Visual Place Recognition Dataset
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Adaptively Marginalizing Cosine Logits for Effectively Learning Deep Visual Place Representation in Loop Closure Detection
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FFLDGA-Net: Image retrieval method based on Feature Fusion Learnable Descriptor Graph Attention Network
inferred← citeshttps://doi.org/10.1016/j.jvcir.2025.104440openalex-snapshot
EPSA-VPR: A lightweight visual place recognition method with an Efficient Patch Saliency-weighted Aggregator
inferred← citeshttps://doi.org/10.1016/j.jvcir.2026.104989openalex-snapshot
Multi-grained global–regional aggregation for visual place recognition
inferred← citeshttps://doi.org/10.1016/j.knosys.2021.107842openalex-snapshot
Heterogeneous information network embedding based on multiperspective metapath for question routing
inferred← citeshttps://doi.org/10.1016/j.knosys.2024.111794openalex-snapshot
SelFLoc: Selective feature fusion for large-scale point cloud-based place recognition
inferred← citeshttps://doi.org/10.1016/j.knosys.2026.115677openalex-snapshot
Dual-stage method with memory-augmented embedding learning and attention-guided re-ranking for robust visual place recognition
inferred← citeshttps://doi.org/10.1016/j.measurement.2024.116598openalex-snapshot
Research on ant colony algorithm based on motion optimization and adaptive threshold for pantograph slider edge detection
inferred← citeshttps://doi.org/10.1016/j.neucom.2019.06.068openalex-snapshot
HpLapGCN: Hypergraph p-Laplacian graph convolutional networks
inferred← citeshttps://doi.org/10.1016/j.neucom.2019.06.094openalex-snapshot
Spectral-based convolutional neural network without multiple spatial-frequency domain switchings
inferred← citeshttps://doi.org/10.1016/j.neucom.2019.06.096openalex-snapshot
Stacked Wasserstein Autoencoder
inferred← citeshttps://doi.org/10.1016/j.neucom.2019.08.055openalex-snapshot
Exploiting label information to improve auto-encoding based classifiers
inferred← citeshttps://doi.org/10.1016/j.neucom.2019.09.049openalex-snapshot
Component-based feature extraction and representation schemes for vehicle make and model recognition
inferred← citeshttps://doi.org/10.1016/j.neucom.2019.09.086openalex-snapshot
SARPNET: Shape attention regional proposal network for liDAR-based 3D object detection
inferred← citeshttps://doi.org/10.1016/j.neucom.2019.09.087openalex-snapshot
Streaking artifacts suppression for cone-beam computed tomography with the residual learning in neural network
inferred← citeshttps://doi.org/10.1016/j.neucom.2019.10.074openalex-snapshot
Feature concatenation multi-view subspace clustering
inferred← citeshttps://doi.org/10.1016/j.neucom.2019.11.011openalex-snapshot
Towards zero-shot learning generalization via a cosine distance loss
inferred← citeshttps://doi.org/10.1016/j.neucom.2019.11.065openalex-snapshot
Perceptual image hashing based on frequency dominant neighborhood structure applied to Tor domains recognition
inferred← citeshttps://doi.org/10.1016/j.neucom.2019.11.069openalex-snapshot
Vehicle re-identification in tunnel scenes via synergistically cascade forests
inferred← citeshttps://doi.org/10.1016/j.neucom.2019.11.075openalex-snapshot
PCFNet: Deep neural network with predefined convolutional filters
inferred← citeshttps://doi.org/10.1016/j.neucom.2019.12.054openalex-snapshot
Deep graph regularized non-negative matrix factorization for multi-view clustering
inferred← citeshttps://doi.org/10.1016/j.neucom.2019.12.082openalex-snapshot
Deep learning based QoE evaluation for internet video
inferred← citeshttps://doi.org/10.1016/j.neucom.2019.12.108openalex-snapshot
6D object pose estimation via viewpoint relation reasoning
inferred← citeshttps://doi.org/10.1016/j.neucom.2019.12.120openalex-snapshot
Human skeleton mutual learning for person re-identification
inferred← citeshttps://doi.org/10.1016/j.neucom.2020.02.001openalex-snapshot
Learning second-order statistics for place recognition based on robust covariance estimation of CNN features
inferred← citeshttps://doi.org/10.1016/j.neucom.2020.02.033openalex-snapshot
Multi-path x-D recurrent neural networks for collaborative image classification
inferred← citeshttps://doi.org/10.1016/j.neucom.2020.03.073openalex-snapshot
Image super-resolution via multi-view information fusion networks
inferred← citeshttps://doi.org/10.1016/j.neucom.2020.04.026openalex-snapshot
Mean-removed product quantization for large-scale image retrieval
inferred← citeshttps://doi.org/10.1016/j.neucom.2020.04.027openalex-snapshot
Semantic-related image style transfer with dual-consistency loss.
inferred← citeshttps://doi.org/10.1016/j.neucom.2020.09.028openalex-snapshot
MLDH-Fold: Protein fold recognition based on multi-view low-rank modeling
inferred← citeshttps://doi.org/10.1016/j.neucom.2021.03.037openalex-snapshot
Few-shot SAR automatic target recognition based on Conv-BiLSTM prototypical network
inferred← citeshttps://doi.org/10.1016/j.neucom.2021.07.070openalex-snapshot
Blind image super-resolution based on prior correction network
inferred← citeshttps://doi.org/10.1016/j.neucom.2022.05.032openalex-snapshot
Construct informative triplet with two-stage hard-sample generation
inferred← citeshttps://doi.org/10.1016/j.neucom.2022.09.127openalex-snapshot
GSV-Cities: Toward appropriate supervised visual place recognition
inferred← citeshttps://doi.org/10.1016/j.neucom.2023.03.034openalex-snapshot
Field-matching attention network for object detection
inferred← citeshttps://doi.org/10.1016/j.neucom.2024.127472openalex-snapshot
CSPFormer: A cross-spatial pyramid transformer for visual place recognition
inferred← citeshttps://doi.org/10.1016/j.neunet.2020.01.012openalex-snapshot
Person Re-Identification with Feature Pyramid Optimization and Gradual Background Suppression
inferred← citeshttps://doi.org/10.1016/j.neunet.2020.05.028openalex-snapshot
Image style transfer with collection representation space and semantic-guided reconstruction
inferred← citeshttps://doi.org/10.1016/j.patcog.2019.107114openalex-snapshot
MobileFAN: Transferring deep hidden representation for face alignment
inferred← citeshttps://doi.org/10.1016/j.patcog.2019.107182openalex-snapshot
Monocular pedestrian orientation estimation based on deep 2D-3D feedforward
inferred← citeshttps://doi.org/10.1016/j.patcog.2020.107211openalex-snapshot
Multi-scale differential feature for ECG biometrics with collective matrix factorization
inferred← citeshttps://doi.org/10.1016/j.patcog.2021.107925openalex-snapshot
Global motion estimation with iterative optimization-based independent univariate model for action recognition
inferred← citeshttps://doi.org/10.1016/j.patcog.2021.107952openalex-snapshot
Vector of Locally and Adaptively Aggregated Descriptors for Image Feature Representation
inferred← citeshttps://doi.org/10.1016/j.patcog.2021.108286openalex-snapshot
Effective and efficient pixel-level detection for diverse video copy-move forgery types
inferred← citeshttps://doi.org/10.1016/j.renene.2023.118991openalex-snapshot
Multi-modal multi-step wind power forecasting based on stacking deep learning model
inferred← citeshttps://doi.org/10.1016/j.sigpro.2019.05.003openalex-snapshot
Fast orthogonal recurrent neural networks employing a novel parametrisation for orthogonal matrices
inferred← citeshttps://doi.org/10.1016/j.ypmed.2023.107644openalex-snapshot
CNN sensor based motion capture system application in basketball training and injury prevention
inferred← citeshttps://doi.org/10.1038/s41598-024-62749-xopenalex-snapshot
Convolutional MLP orthogonal fusion of multiscale features for visual place recognition
inferred← citeshttps://doi.org/10.1038/s41598-024-73853-3openalex-snapshot
DINO-Mix enhancing visual place recognition with foundational vision model and feature mixing
inferred← citeshttps://doi.org/10.1038/s41598-025-92629-xopenalex-snapshot
Efficient remote sensing image classification using the novel STConvNeXt convolutional network
inferred← citeshttps://doi.org/10.1049/iet-ipr.2019.1527openalex-snapshot
DenseUNet: densely connected UNet for electron microscopy image segmentation
inferred← citeshttps://doi.org/10.1080/10095020.2025.2505549openalex-snapshot
Globally consistent dense 3D reconstruction with loop closure under fast camera motion
inferred← citeshttps://doi.org/10.1080/21655979.2020.1778913openalex-snapshot
Edge detection algorithm of cancer image based on deep learning
inferred← citeshttps://doi.org/10.1088/1742-6596/1601/5/052004openalex-snapshot
Self-attention Networks for Speaker Identification with Negative-Focused Triplet Loss
inferred← citeshttps://doi.org/10.1109/access.2019.2929819openalex-snapshot
Convolutional Regression Network for Multi-Oriented Text Detection
inferred← citeshttps://doi.org/10.1109/access.2019.2936549openalex-snapshot
FI-Net: A Lightweight Video Frame Interpolation Network Using Feature-Level Flow
inferred← citeshttps://doi.org/10.1109/access.2019.2944881openalex-snapshot
Task Assignment Algorithm for Road Patrol by Multiple UAVs With Multiple Bases and Rechargeable Endurance
inferred← citeshttps://doi.org/10.1109/access.2019.2962066openalex-snapshot
PTAOD: A Novel Framework for Supporting Approximate Outlier Detection Over Streaming Data for Edge Computing
inferred← citeshttps://doi.org/10.1109/access.2020.2965218openalex-snapshot
UCAA: User-Centric User Association and Resource Allocation in Fog Computing Networks
inferred← citeshttps://doi.org/10.1109/access.2020.2972606openalex-snapshot
A Scheme of Intelligent Traffic Light System Based on Distributed Security Architecture of Blockchain Technology
inferred← citeshttps://doi.org/10.1109/access.2020.2972807openalex-snapshot
Improvement of Ancient Shui Character Recognition Model Based on Convolutional Neural Network
inferred← citeshttps://doi.org/10.1109/access.2020.2974101openalex-snapshot
Feature Extraction and Analysis of Natural Language Processing for Deep Learning English Language
inferred← citeshttps://doi.org/10.1109/access.2020.2974672openalex-snapshot
Surface Refractivity Profile Construction on One-Fourth Kilometer Square Area for 1800 to 1900 Mhz Frequency
inferred← citeshttps://doi.org/10.1109/access.2020.2976793openalex-snapshot
Edge Fuzzy Clustering by Eliminating Undesirable Features in Garment Texture Image Segmentation
inferred← citeshttps://doi.org/10.1109/access.2020.2976910openalex-snapshot
The Connectivity Evaluation Among Wells in Reservoir Utilizing Machine Learning Methods
inferred← citeshttps://doi.org/10.1109/access.2020.2977114openalex-snapshot
KNN-Based Approximate Outlier Detection Algorithm Over IoT Streaming Data
inferred← citeshttps://doi.org/10.1109/access.2020.2981639openalex-snapshot
SDP Relaxation Methods for RSS/AOA-Based Localization in Sensor Networks
inferred← citeshttps://doi.org/10.1109/access.2020.2982823openalex-snapshot
S2N2: An Interpretive Semantic Structure Attention Neural Network for Trajectory Classification
inferred← citeshttps://doi.org/10.1109/access.2020.2983478openalex-snapshot
A Robust Polarmetric SAR Terrain Classification Based on Sparse Deep Autoencoder Model Combined With Wavelet Kernel-Based Classifier
inferred← citeshttps://doi.org/10.1109/access.2020.2985231openalex-snapshot
MultiPAD: A Multivariant Partition-Based Method for Audio Adversarial Examples Detection
inferred← citeshttps://doi.org/10.1109/access.2020.2986305openalex-snapshot
Human Motion Target Recognition Using Convolutional Neural Network and Global Constraint Block Matching
inferred← citeshttps://doi.org/10.1109/access.2020.2986813openalex-snapshot
High-Dimensional Clustering for Incomplete Mixed Dataset Using Artificial Intelligence
inferred← citeshttps://doi.org/10.1109/access.2020.2989498openalex-snapshot
Intelligent Processing of Intrusion Detection Data
inferred← citeshttps://doi.org/10.1109/access.2020.2991202openalex-snapshot
Stream of Unbalanced Medical Big Data Using Convolutional Neural Network
inferred← citeshttps://doi.org/10.1109/access.2020.2995481openalex-snapshot
A Privacy Preserving Distributed Ledger Framework for Global Human Resource Record Management: The Blockchain Aspect
inferred← citeshttps://doi.org/10.1109/access.2020.3022405openalex-snapshot
Machine Vision Inspection of Electrical Connectors Based on Improved Yolo v3
inferred← citeshttps://doi.org/10.1109/access.2024.3487171openalex-snapshot
Enhancing Visual Place Recognition With Hybrid Attention Mechanisms in MixVPR
inferred← citeshttps://doi.org/10.1109/access.2025.3602460openalex-snapshot
Panoptic-Guided Scene Description for Visual Place Recognition of Patrol Robotic Systems
inferred← citeshttps://doi.org/10.1109/aihcir61661.2023.00022openalex-snapshot
Distance-Ranking-Based Weighted Triplet Loss for Visual Place Recognition
inferred← citeshttps://doi.org/10.1109/bigdata55660.2022.10020343openalex-snapshot
MS2A: A Multi-Scale Spatial Aggregation Framework for Visual Place Recognition
inferred← citeshttps://doi.org/10.1109/ccis57298.2022.10016434openalex-snapshot
Hierarchical Strategy for Sequence-based Visual Place Recognition
inferred← citeshttps://doi.org/10.1109/cvpr46437.2021.01392openalex-snapshot
Patch-NetVLAD: Multi-Scale Fusion of Locally-Global Descriptors for Place Recognition
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