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 51–100 of 195 papers

TitleStatusHype
Web image search engine based on LSH index and CNN Resnet50—0
Disease-oriented image embedding with pseudo-scanner standardization for content-based image retrieval on 3D brain MRI—0
iART: A Search Engine for Art-Historical Images to Support Research in the HumanitiesCode0
Bridging Gap between Image Pixels and Semantics via Supervision: A Survey—0
Deep Learning Based Image Retrieval in the JPEG Compressed Domain—0
Learning Regional Attention over Multi-resolution Deep Convolutional Features for Trademark Retrieval—0
Decomposing Normal and Abnormal Features of Medical Images into Discrete Latent Codes for Content-Based Image Retrieval—0
PrivateMail: Supervised Manifold Learning of Deep Features With Differential Privacy for Image Retrieval—0
An Efficient Framework for Zero-Shot Sketch-Based Image Retrieval—0
Deep Learning for Instance Retrieval: A Survey—0
Unsupervised Content based Image Retrieval at Different Precision Level by Combining Multiple Features—0
A Decade Survey of Content Based Image Retrieval using Deep Learning—0
Content-based Image Retrieval and the Semantic Gap in the Deep Learning Era—0
Decomposing Normal and Abnormal Features of Medical Images for Content-based Image Retrieval—0
A Privacy-Preserving Content-Based Image Retrieval Scheme Allowing Mixed Use Of Encrypted And Plain Images—0
Descriptive analysis of computational methods for automating mammograms with practical applications—0
City-Scale Visual Place Recognition with Deep Local Features Based on Multi-Scale Ordered VLAD PoolingCode0
Privacy Leakage of SIFT Features via Deep Generative Model based Image ReconstructionCode0
Neuromorphic Computing for Content-based Image Retrieval—0
A new Local Radon Descriptor for Content-Based Image Search—0
A Bag of Visual Words Model for Medical Image Retrieval—0
A new approach to descriptors generation for image retrieval by analyzing activations of deep neural network layers—0
Nodule2vec: a 3D Deep Learning System for Pulmonary Nodule Retrieval Using Semantic Representation—0
Rotation Invariant Deep CBIR—0
An Improved Relevance Feedback in CBIR—0
Semi-supervised lung nodule retrieval—0
PyRetri: A PyTorch-based Library for Unsupervised Image Retrieval by Deep Convolutional Neural NetworksCode2
CBIR using features derived by Deep LearningCode0
Learning Test-time Augmentation for Content-based Image Retrieval—0
An Effective Automatic Image Annotation Model Via Attention Model and Data Equilibrium—0
BigEarthNet Dataset with A New Class-Nomenclature for Remote Sensing Image Understanding—0
Efficient feature embedding of 3D brain MRI images for content-based image retrieval with deep metric learning—0
Multimedia Retrieval Through Unsupervised Hypergraph-Based Manifold RankingCode1
Content-based image retrieval speedup—0
Crawler for Image Acquisition from World Wide Web—0
A unified framework of predicting binary interestingness of images based on discriminant correlation analysis and multiple kernel learning—0
Content-based image retrieval using Mix histogram—0
Deep Aggregation of Regional Convolutional Activations for Content Based Image Retrieval—0
Challenging deep image descriptors for retrieval in heterogeneous iconographic collections—0
VISIR: Visual and Semantic Image Label Refinement—0
A Comparison of CNN and Classic Features for Image Retrieval—0
Genetic Algorithms for the Optimization of Diffusion Parameters in Content-Based Image Retrieval—0
Knowledge Aware Semantic Concept Expansion for Image-Text Matching—0
Enhancing Flood Impact Analysis using Interactive Retrieval of Social Media ImagesCode0
A Fast Content-Based Image Retrieval Method Using Deep Visual Features—0
Deep Learning Approaches for Image Retrieval and Pattern Spotting in Ancient Documents—0
Linking Art through Human Poses—0
Benchmarking unsupervised near-duplicate image detection—0
A Curated Image Parameter Dataset from Solar Dynamics Observatory Mission—0
Efficient Object Embedding for Spliced Image Retrieval—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1LHRRMAP90.94—Unverified