SOTAVerified

Content-Based Image Retrieval

Content-Based Image Retrieval is a well studied problem in computer vision, with retrieval problems generally divided into two groups: category-level retrieval and instance-level retrieval. Given a query image of the Sydney Harbour bridge, for instance, category-level retrieval aims to find any bridge in a given dataset of images, whilst instance-level retrieval must find the Sydney Harbour bridge to be considered a match.

Source: Camera Obscurer: Generative Art for Design Inspiration

Papers

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Showing 151–195 of 195 papers

TitleStatusHype
Linking Art through Human Poses—0
Local Convolutional Features With Unsupervised Training for Image Retrieval—0
Local Neighborhood Intensity Pattern: A new texture feature descriptor for image retrieval—0
Loc-VAE: Learning Structurally Localized Representation from 3D Brain MR Images for Content-Based Image Retrieval—0
Low-Level Features for Image Retrieval Based on Extraction of Directional Binary Patterns and Its Oriented Gradients Histogram—0
Mapping Visual Features to Semantic Profiles for Retrieval in Medical Imaging—0
Multimorbidity Content-Based Medical Image Retrieval Using Proxies—0
MultiNews: A Web collection of an Aligned Multimodal and Multilingual Corpus—0
Dynamic Spatial Verification for Large-Scale Object-Level Image Retrieval—0
Neuromorphic Computing for Content-based Image Retrieval—0
Nodule2vec: a 3D Deep Learning System for Pulmonary Nodule Retrieval Using Semantic Representation—0
Optimizing Top Precision Performance Measure of Content-Based Image Retrieval by Learning Similarity Function—0
Pareto-depth for Multiple-query Image Retrieval—0
PinView: Implicit Feedback in Content-Based Image Retrieval—0
Radiological images and machine learning: trends, perspectives, and prospects—0
Radon Features and Barcodes for Medical Image Retrieval via SVM—0
RBIR using Interest Regions and Binary Signatures—0
Recent Advance in Content-based Image Retrieval: A Literature Survey—0
REJEPA: A Novel Joint-Embedding Predictive Architecture for Efficient Remote Sensing Image Retrieval—0
Collaborative Group: Composed Image Retrieval via Consensus Learning from Noisy Annotations—0
Convex Formulation of Multiple Instance Learning from Positive and Unlabeled BagsCode0
Active Learning via Classifier Impact and Greedy Selection for Interactive Image RetrievalCode0
Cross-Modality Sub-Image Retrieval using Contrastive Multimodal Image RepresentationsCode0
CBIR using features derived by Deep LearningCode0
Image Super-resolution via Feature-augmented Random ForestCode0
Content-based image retrieval tutorialCode0
Information-Theoretic Active Learning for Content-Based Image RetrievalCode0
Integrating Visual and Semantic Similarity Using Hierarchies for Image RetrievalCode0
iQPP: A Benchmark for Image Query Performance PredictionCode0
Semantic Hierarchy Preserving Deep Hashing for Large-scale Image RetrievalCode0
Socializing the Semantic Gap: A Comparative Survey on Image Tag Assignment, Refinement and RetrievalCode0
NORPPA: NOvel Ringed seal re-identification by Pelage Pattern AggregationCode0
OBD-Finder: Explainable Coarse-to-Fine Text-Centric Oracle Bone Duplicates DiscoveryCode0
City-Scale Visual Place Recognition with Deep Local Features Based on Multi-Scale Ordered VLAD PoolingCode0
Gray Level Co-Occurrence Matrices: Generalisation and Some New FeaturesCode0
Hash Function Learning via CodewordsCode0
SIFT Meets CNN: A Decade Survey of Instance RetrievalCode0
iART: A Search Engine for Art-Historical Images to Support Research in the HumanitiesCode0
Classification is a Strong Baseline for Deep Metric LearningCode0
Dual-Path Convolutional Image-Text Embeddings with Instance LossCode0
Who's Afraid of Adversarial Queries? The Impact of Image Modifications on Content-based Image RetrievalCode0
Automatic Query Image Disambiguation for Content-Based Image RetrievalCode0
Saliency Map-based Image Retrieval using Invariant Krawtchouk MomentsCode0
Enhancing Flood Impact Analysis using Interactive Retrieval of Social Media ImagesCode0
Privacy Leakage of SIFT Features via Deep Generative Model based Image ReconstructionCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1LHRRMAP90.94—Unverified