4.7 Article

Neighborhood-Exact Nearest Neighbor Search for face retrieval

Related references

Note: Only part of the references are listed.
Article Computer Science, Artificial Intelligence

Deep Multi-View Enhancement Hashing for Image Retrieval

Chenggang Yan et al.

Summary: This paper proposes a novel multi-view hashing learning method, integrating neural networks to enhance retrieval performance significantly. By effectively evaluating view stability and fusing multiple data, relationships between views are explored and advantages are preserved.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2021)

Article Computer Science, Information Systems

Deep Unsupervised Self-Evolutionary Hashing for Image Retrieval

Haofeng Zhang et al.

Summary: Hashing methods have been effective in large-scale image retrieval, with deep learning algorithms outperforming non-deep methods. While supervised hashing methods rely heavily on annotated labels, there are also unsupervised hashing algorithms available.

IEEE TRANSACTIONS ON MULTIMEDIA (2021)

Article Computer Science, Theory & Methods

Attribute Prototype Learning for Interactive Face Retrieval

Yuchun Fang et al.

Summary: This article discusses the method of interactive face retrieval, proposes an attribute prototype learning method to address the semantic gap between humans and machines, and designs a heuristic algorithm for fast interactive face retrieval. Coherence analysis has shown that attribute prototype representation can effectively reduce feature dimensions and achieve transfer learning between different databases.

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY (2021)

Article Computer Science, Information Systems

Learning to Hash With Dimension Analysis Based Quantizer for Image Retrieval

Yuan Cao et al.

Summary: The paper introduces a dimension analysis-based quantization method (DAQ) for two-step hashing methods used in image retrieval, which selects informative dimensions and divides them into regions for quantization, estimating similarity through Manhattan distance. Experimental results demonstrate significant accuracy improvements in image retrieval.

IEEE TRANSACTIONS ON MULTIMEDIA (2021)

Article Computer Science, Artificial Intelligence

Efficient and Robust Approximate Nearest Neighbor Search Using Hierarchical Navigable Small World Graphs

Yu A. Malkov et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2020)

Article Computer Science, Artificial Intelligence

Weakly-supervised Semantic Guided Hashing for Social Image Retrieval

Zechao Li et al.

INTERNATIONAL JOURNAL OF COMPUTER VISION (2020)

Article Computer Science, Artificial Intelligence

Scalable Deep Hashing for Large-Scale Social Image Retrieval

Hui Cui et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2020)

Article Computer Science, Artificial Intelligence

Similarity-Preserving Linkage Hashing for Online Image Retrieval

Mingbao Lin et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2020)

Article Computer Science, Information Systems

Heterogeneous Hashing Network for Face Retrieval Across Image and Video Domains

Chenchen Jing et al.

IEEE TRANSACTIONS ON MULTIMEDIA (2019)

Article Computer Science, Artificial Intelligence

Discrete Spectral Hashing for Efficient Similarity Retrieval

Di Hu et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2019)

Article Computer Science, Artificial Intelligence

Hashing with Mutual Information

Fatih Cakir et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2019)

Article Computer Science, Information Systems

Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph

Cong Fu et al.

PROCEEDINGS OF THE VLDB ENDOWMENT (2019)

Article Engineering, Electrical & Electronic

Additive Margin Softmax for Face Verification

Feng Wang et al.

IEEE SIGNAL PROCESSING LETTERS (2018)

Article Computer Science, Artificial Intelligence

A General Framework for Linear Distance Preserving Hashing

Min Wang et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2018)

Article Computer Science, Theory & Methods

Semantic Face Signatures: Recognizing and Retrieving Faces by Verbal Descriptions

Nawaf Yousef Almudhahka et al.

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY (2018)

Article Computer Science, Artificial Intelligence

Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization

Fumin Shen et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2018)

Article Computer Science, Artificial Intelligence

Distance metric optimization driven convolutional neural network for age invariant face recognition

Ya Li et al.

PATTERN RECOGNITION (2018)

Article Computer Science, Artificial Intelligence

Deep CNN based binary hash video representations for face retrieval

Zhen Dong et al.

PATTERN RECOGNITION (2018)

Article Computer Science, Artificial Intelligence

Supervised deep hashing for scalable face image retrieval

Jinhui Tang et al.

PATTERN RECOGNITION (2018)

Article Computer Science, Artificial Intelligence

Unsupervised manifold learning through reciprocal kNN graph and Connected Components for image retrieval tasks

Daniel Carlos Guimaraes Pedronette et al.

PATTERN RECOGNITION (2018)

Article Computer Science, Artificial Intelligence

Discriminative Deep Quantization Hashing for Face Image Retrieval

Jinhui Tang et al.

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2018)

Article Computer Science, Artificial Intelligence

Hash Bit Selection for Nearest Neighbor Search

Xianglong Liu et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2017)

Article Computer Science, Artificial Intelligence

Neighborhood Discriminant Hashing for Large-Scale Image Retrieval

Jinhui Tang et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2015)

Article Computer Science, Information Systems

Weakly Supervised Deep Metric Learning for Community-Contributed Image Retrieval

Zechao Li et al.

IEEE TRANSACTIONS ON MULTIMEDIA (2015)

Article Computer Science, Theory & Methods

On Recognizing Faces in Videos Using Clustering-Based Re-Ranking and Fusion

Himanshu S. Bhatt et al.

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY (2014)

Article Computer Science, Information Systems

Discrete Cosine Transform Locality-Sensitive Hashes for Face Retrieval

Mehran Kafai et al.

IEEE TRANSACTIONS ON MULTIMEDIA (2014)

Article Computer Science, Artificial Intelligence

Optimized Product Quantization

Tiezheng Ge et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2014)

Article Computer Science, Artificial Intelligence

Kernelized Locality-Sensitive Hashing

Brian Kulis et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2012)

Article Computer Science, Artificial Intelligence

Product Quantization for Nearest Neighbor Search

Herve Jegou et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2011)

Proceedings Paper Computer Science, Theory & Methods

Early performance evaluation of AVX for HPC

Pawel Gepner et al.

PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE (ICCS) (2011)

Article Computer Science, Information Systems

Efficient and Accurate Nearest Neighbor and Closest Pair Search in High-Dimensional Space

Yufei Tao et al.

ACM TRANSACTIONS ON DATABASE SYSTEMS (2010)

Article Computer Science, Artificial Intelligence

Fast Similarity Search for Learned Metrics

Brian Kulis et al.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2009)

Article Computer Science, Artificial Intelligence

Robust visual similarity retrieval in single model face databases

YS Gao et al.

PATTERN RECOGNITION (2005)

Letter Computer Science, Artificial Intelligence

Fast nearest neighbor search of entropy-constrained vector quantization

MH Johnson et al.

IEEE TRANSACTIONS ON IMAGE PROCESSING (2000)