An improved deep hashing model for image retrieval with binary code similarities

Abstract The exponential growth of data raises an unprecedented challenge in data analysis: how to retrieve interesting information from such large-scale data. Hash learning is a promising solution to address this challenge, because it may bring many potential advantages, such as extremely high effi...

書目詳細資料
發表在:	Journal of Big Data
Main Authors:	Huawen Liu, Zongda Wu, Minghao Yin, Donghua Yu, Xinzhong Zhu, Jungang Lou
格式:	Article
語言:	英语
出版:	SpringerOpen 2024-04-01
主題:	Hash learning Big data Image retrieval Deep learning
在線閱讀:	https://doi.org/10.1186/s40537-024-00919-4

相似書籍

PLDH: Pseudo-Labels Based Deep Hashing
由: Huawen Liu, et al.
出版: (2023-05-01)

An intelligent deep hash coding network for content-based medical image retrieval for healthcare applications
由: Lichao Cui, et al.
出版: (2024-09-01)

Deep Hash with Improved Dual Attention for Image Retrieval
由: Wenjing Yang, et al.
出版: (2021-07-01)

Deep Attention Fusion Hashing (DAFH) Model for Medical Image Retrieval
由: Gangao Wu, et al.
出版: (2024-07-01)

Deep Hashing-based Retrieval Framework for KBQA
由: LIU Shuo , ZHOU Gang, LI Zhufeng, WU Hao
出版: (2023-11-01)

Remote Sensing Image Retrieval Based on Deep Multi-Similarity Hashing Method
由: HE Yue, CHEN Guangsheng, JING Weipeng, XU Zekun
出版: (2023-02-01)

Hash Food Image Retrieval Based on Enhanced Vision Transformer
由: CAO Pindan, MIN Weiqing, SONG Jiajun, SHENG Guorui, YANG Yancun, WANG Lili, JIANG Shuqiang
出版: (2024-05-01)

Object-Level Visual-Text Correlation Graph Hashing for Unsupervised Cross-Modal Retrieval
由: Ge Shi, et al.
出版: (2022-04-01)

Deep Hashing Using Proxy Loss on Remote Sensing Image Retrieval
由: Xue Shan, et al.
出版: (2021-07-01)

Deep Hash Remote-Sensing Image Retrieval Assisted by Semantic Cues
由: Pingping Liu, et al.
出版: (2022-12-01)

Unsupervised Contrastive Hashing With Autoencoder Semantic Similarity for Cross-Modal Retrieval in Remote Sensing
由: Na Liu, et al.
出版: (2025-01-01)

Online Hashing for Scalable Remote Sensing Image Retrieval
由: Peng Li, et al.
出版: (2018-05-01)

Deep Supervised Hashing by Fusing Multiscale Deep Features for Image Retrieval
由: Adil Redaoui, et al.
出版: (2024-03-01)

A Review of Hashing Methods for Multimodal Retrieval
由: Wenming Cao, et al.
出版: (2020-01-01)

An Efficient Supervised Deep Hashing Method for Image Retrieval
由: Abid Hussain, et al.
出版: (2022-10-01)

Deep Relevance Hashing for Remote Sensing Image Retrieval
由: Xiaojie Liu, et al.
出版: (2025-10-01)

Deep Cross-Dimensional Attention Hashing for Image Retrieval
由: Zijian Chao, et al.
出版: (2022-10-01)

Centripetal Intensive Deep Hashing for Remote Sensing Image Retrieval
由: Weigang Wang, et al.
出版: (2025-01-01)

Enhanced Image Retrieval Using Multiscale Deep Feature Fusion in Supervised Hashing
由: Amina Belalia, et al.
出版: (2025-01-01)

Research and development of hash retrieval technology based on deep learning
由: Mingwen YUAN, et al.
出版: (2018-10-01)

Research and development of hash retrieval technology based on deep learning
由: Mingwen YUAN, et al.
出版: (2018-10-01)

Deep Contrastive Self-Supervised Hashing for Remote Sensing Image Retrieval
由: Xiaoyan Tan, et al.
出版: (2022-07-01)

Robust Supervised Deep Discrete Hashing for Cross-Modal Retrieval
由: Xiwei Dong, et al.
出版: (2025-08-01)

Remote Sensing Cross-Modal Retrieval by Deep Image-Voice Hashing
由: Yichao Zhang, et al.
出版: (2022-01-01)

Non-Relaxation Deep Hashing Method for Fast Image Retrieval
由: Xiaofei Li
出版: (2023-01-01)

Large-Scale Remote Sensing Image Retrieval Based on Semi-Supervised Adversarial Hashing
由: Xu Tang, et al.
出版: (2019-09-01)

Enhanced-Similarity Attention Fusion for Unsupervised Cross-Modal Hashing Retrieval
由: Mingyong Li, et al.
出版: (2025-01-01)

A Framework for Enabling Unpaired Multi-Modal Learning for Deep Cross-Modal Hashing Retrieval
由: Mikel Williams-Lekuona, et al.
出版: (2022-12-01)

DMCH: A Deep Metric and Category-Level Semantic Hashing Network for Retrieval in Remote Sensing
由: Haiyan Huang, et al.
出版: (2023-12-01)

Boundary-Aware Hashing for Hamming Space Retrieval
由: Wenjin Hu, et al.
出版: (2022-01-01)

General retrieval network model for multi-class plant leaf diseases based on hashing
由: Zhanpeng Yang, et al.
出版: (2024-11-01)

Deep Feature Pyramid Hashing for Efficient Image Retrieval
由: Adil Redaoui, et al.
出版: (2022-12-01)

Angular Quantization Online Hashing for Image Retrieval
由: Yuzhi Fang, et al.
出版: (2022-01-01)

Deep Self-Supervised Hashing With Fine-Grained Similarity Mining for Cross-Modal Retrieval
由: Lijun Han, et al.
出版: (2024-01-01)

Deep Hash Remote Sensing Image Retrieval with Hard Probability Sampling
由: Xue Shan, et al.
出版: (2020-08-01)

ICIHRN: An Interpretable Multilabel Hash Retrieval Method for Satellite Cloud Images
由: Wei Jin, et al.
出版: (2024-01-01)

Discrete Semantics-Guided Asymmetric Hashing for Large-Scale Multimedia Retrieval
由: Jun Long, et al.
出版: (2021-09-01)

Dual-branch autoencoder network for attacking deep hashing image retrieval models
由: Sizheng FU, et al.
出版: (2023-11-01)

Dual-branch autoencoder network for attacking deep hashing image retrieval models
由: Sizheng FU, et al.
出版: (2023-11-01)

Deep Hybrid Neural Network With Attention Mechanism for Video Hash Retrieval Method
由: Kaixing Wu, et al.
出版: (2023-01-01)