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 1–50 of 195 papers

TitleStatusHype
Class Agnostic Instance-level Descriptor for Visual Instance Search—0
A Semantically-Aware Relevance Measure for Content-Based Medical Image Retrieval Evaluation—0
OBD-Finder: Explainable Coarse-to-Fine Text-Centric Oracle Bone Duplicates DiscoveryCode0
REJEPA: A Novel Joint-Embedding Predictive Architecture for Efficient Remote Sensing Image Retrieval—0
iCBIR-Sli: Interpretable Content-Based Image Retrieval with 2D Slice Embeddings—0
Domain-invariant feature learning in brain MR imaging for content-based image retrieval—0
Active Learning via Classifier Impact and Greedy Selection for Interactive Image RetrievalCode0
Saliency Map-based Image Retrieval using Invariant Krawtchouk MomentsCode0
Content-Based Image Retrieval Using COSFIRE Descriptors with application to Radio Astronomy—0
CBIDR: A novel method for information retrieval combining image and data by means of TOPSIS applied to medical diagnosis—0
Evidential Transformers for Improved Image Retrieval—0
On Validation of Search & Retrieval of Tissue Images in Digital Pathology—0
EndoFinder: Online Image Retrieval for Explainable Colorectal Polyp Diagnosis—0
Accurate and Fast Pixel Retrieval with Spatial and Uncertainty Aware Hypergraph Diffusion—0
Annotation Cost-Efficient Active Learning for Deep Metric Learning Driven Remote Sensing Image Retrieval—0
Content-Based Image Retrieval for Multi-Class Volumetric Radiology Images: A Benchmark Study—0
Leveraging Foundation Models for Content-Based Medical Image Retrieval in RadiologyCode1
Texture image retrieval using a classification and contourlet-based features—0
Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote SensingCode1
Advancements in Content-Based Image Retrieval: A Comprehensive Survey of Relevance Feedback Techniques—0
Lesion Search with Self-supervised Learning—0
Integrating Visual and Semantic Similarity Using Hierarchies for Image RetrievalCode0
Annotation Cost Efficient Active Learning for Content Based Image Retrieval—0
Collaborative Group: Composed Image Retrieval via Consensus Learning from Noisy Annotations—0
Class Anchor Margin Loss for Content-Based Image Retrieval—0
Class-Specific Variational Auto-Encoder for Content-Based Image Retrieval—0
A Triplet-loss Dilated Residual Network for High-Resolution Representation Learning in Image Retrieval—0
iQPP: A Benchmark for Image Query Performance PredictionCode0
Content-Based Medical Image Retrieval with Opponent Class Adaptive Margin Loss—0
Multimorbidity Content-Based Medical Image Retrieval Using Proxies—0
Bridging the Gap between Local Semantic Concepts and Bag of Visual Words for Natural Scene Image Retrieval—0
Loc-VAE: Learning Structurally Localized Representation from 3D Brain MR Images for Content-Based Image Retrieval—0
Satellite Image Search in AgoraEO—0
A clinically motivated self-supervised approach for content-based image retrieval of CT liver imagesCode1
BOSS: Bottom-up Cross-modal Semantic Composition with Hybrid Counterfactual Training for Robust Content-based Image Retrieval—0
Conditioned and Composed Image Retrieval Combining and Partially Fine-Tuning CLIP-Based FeaturesCode1
Learning Image Representations for Content Based Image Retrieval of Radiotherapy Treatment Plans—0
NORPPA: NOvel Ringed seal re-identification by Pelage Pattern AggregationCode0
Constrained Mass Optimal Transport—0
Deep Features for CBIR with Scarce Data using Hebbian Learning—0
AdaTriplet: Adaptive Gradient Triplet Loss with Automatic Margin Learning for Forensic Medical Image MatchingCode1
Scaling Cross-Domain Content-Based Image Retrieval for E-commerce Snap and Search Application—0
Hybrid Optimized Deep Convolution Neural Network based Learning Model for Object Detection—0
A Privacy-Preserving Image Retrieval Scheme with a Mixture of Plain and EtC Images—0
A Novel Framework to Jointly Compress and Index Remote Sensing Images for Efficient Content-Based Retrieval—0
Cross-Modality Sub-Image Retrieval using Contrastive Multimodal Image RepresentationsCode0
GPR1200: A Benchmark for General-Purpose Content-Based Image RetrievalCode1
Contextual Similarity Aggregation with Self-attention for Visual Re-rankingCode1
Exploring Content Based Image Retrieval for Highly Imbalanced Melanoma Data using Style Transfer, Semantic Image Segmentation and Ensemble Learning—0
An Automatic Image Content Retrieval Method for better Mobile Device Display User Experiences—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1LHRRMAP90.94—Unverified