On the role of correlation and abstraction in cross-modal multimedia retrieval.

No abstract is available for this paper.

• Publication year

  2014

• Venue

  IEEE Transactions on Pattern Analysis and Machine Intelligence

• Publication date

  Unknown publication date

• Fields of study

  Mathematics, Computer Science, Medicine

• Identifiers
  DOI 10.1109/TPAMI.2013.142PMID 24457508
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar, PubMed

• No claims are published for this paper.

• No concepts are published for this paper.

• Supervised Learning of Semantic Classes for Image Annotation and Retrieval

  2007cited by this paper
• Modeling Semantic Aspects for Cross-Media Image Indexing

  2007cited by this paper
• Canonical Correlation Analysis: An Overview with Application to Learning Methods

  2004cited by this paper
• Statistical multimodal integration for audio-visual speech processing

  2002cited by this paper

• Deep Multi-View Clustering With Meta Information Compression

  2025cites this paper
• Cross-Modal Hashing Method With Properties of Hamming Space: A New Perspective

  2024cites this paper
• DAST: A Domain-Adaptive Learning Combining Spatio-Temporal Dynamic Attention for Electroencephalography Emotion Recognition

  2023cites this paper
• USER: Unified Semantic Enhancement With Momentum Contrast for Image-Text Retrieval

  2023cites this paper
• Matrix representation of the conditional entropy for incremental feature selection on multi-source data

  2022cites this paper
• Relation-Aggregated Cross-Graph Correlation Learning for Fine-Grained Image–Text Retrieval

  2022cites this paper
• Learning Relationship-Enhanced Semantic Graph for Fine-Grained Image–Text Matching

  2022cites this paper
• Semi-supervised constrained graph convolutional network for cross-modal retrieval

  2022cites this paper
• Dynamic guided metric representation learning for multi-view clustering

  2022cites this paper
• A Framework for Enabling Unpaired Multi-Modal Learning for Deep Cross-Modal Hashing Retrieval

  2022cites this paper
• Community Detection in Semantic Networks: A Multi-View Approach

  2022cites this paper
• Cognitive multi-modal consistent hashing with flexible semantic transformation

  2022cites this paper
• Incomplete multi-view clustering with cosine similarity

  2021cites this paper
• A Cross-Media Retrieval Method Based on Semisupervised Learning and Alternate Optimization

  2021cites this paper
• Hybrid SOM based cross-modal retrieval exploiting Hebbian learning

  2021cites this paper
• Cross-modal semantic autoencoder with embedding consensus

  2021cites this paper
• Deep Centralized Cross-modal Retrieval

  2021cites this paper
• The Curious Layperson: Fine-Grained Image Recognition Without Expert Labels

  2021cites this paper
• Deep multimodal learning for cross-modal retrieval: One model for all tasks

  2021cites this paper
• A simple graph-based semi-supervised learning approach for imbalanced classification

  2021cites this paper
• Canonical Correlation Analysis With L2,1-Norm for Multiview Data Representation

  2020cites this paper
• Bridging multimedia heterogeneity gap via Graph Representation Learning for cross-modal retrieval

  2020cites this paper
• Robust multi-view clustering via inter-and-intra-view low rank fusion

  2020cites this paper
• A survey on multi-modal social event detection

  2020cites this paper
• Semi-supervised cross-modal representation learning with GAN-based Asymmetric Transfer Network

  2020cites this paper
• Semisupervised Learning on Graphs With an Alternating Diffusion Process

  2020cites this paper
• Multi-class joint subspace learning for cross-modal retrieval

  2020cites this paper
• Deep Semantic Multimodal Hashing Network for Scalable Image-Text and Video-Text Retrievals

  2019cites this paper
• Regularized Diffusion Process on Bidirectional Context for Object Retrieval

  2019cites this paper
• Deep Collaborative Embedding for Social Image Understanding

  2019cites this paper
• Collective Reconstructive Embeddings for Cross-Modal Hashing

  2019cites this paper
• Fundamental Visual Concept Learning From Correlated Images and Text

  2019cites this paper
• Multimodal Multiclass Boosting and its Application to Cross-modal Retrieval

  2019cites this paper
• 2D-Convolution Based Feature Fusion for Cross-Modal Correlation Learning

  2019cites this paper
• Generalized Zero-Shot Cross-Modal Retrieval

  2019cites this paper
• Self-reinforced diffusion for graph-based semi-supervised learning

  2019cites this paper
• Cross-modal retrieval in challenging scenarios using attributes

  2019cites this paper
• Harmonized Multimodal Learning with Gaussian Process Latent Variable Models

  2019cites this paper
• Semantics-enhanced supervised deep autoencoder for depth image-based 3D model retrieval

  2019cites this paper
• Adversarial Learning for Cross-Modal Retrieval with Wasserstein Distance

  2019cites this paper
• Low-rank graph optimization for multi-view dimensionality reduction

  2019influential citation
• Semantic Neighbor Graph Hashing for Multimodal Retrieval

  2018cites this paper
• Subspace learning by kernel dependence maximization for cross-modal retrieval

  2018cites this paper
• Hetero-Manifold Regularisation for Cross-Modal Hashing

  2018cites this paper
• Research on Cross-Media Retrieval of Collaborative Plotted Multimedia Data Based on Container-Based Cloud Platform and Deep Learning

  2018cites this paper
• MTFH: A Matrix Tri-Factorization Hashing Framework for Efficient Cross-Modal Retrieval

  2018cites this paper
• Audiovisual Annotation Procedure for Multi-view Field Recordings

  2018cites this paper
• Towards learning a semantic-consistent subspace for cross-modal retrieval

  2018cites this paper
• Shared Autoencoder Gaussian Process Latent Variable Model for Visual Classification

  2018cites this paper
• SCH-GAN: Semi-Supervised Cross-Modal Hashing by Generative Adversarial Network

  2018cites this paper
• Joint feature selection and graph regularization for modality-dependent cross-modal retrieval

  2018cites this paper
• Simultaneous Semi-Coupled Dictionary Learning for Matching in Canonical Space

  2017cites this paper
• Modality-Specific Cross-Modal Similarity Measurement With Recurrent Attention Network

  2017cites this paper
• Cross-View Retrieval via Probability-Based Semantics-Preserving Hashing

  2017cites this paper
• Binary Set Embedding for Cross-Modal Retrieval

  2017cites this paper
• Video2vec Embeddings Recognize Events When Examples Are Scarce

  2017cites this paper
• Cross-Modal Retrieval With CNN Visual Features: A New Baseline

  2017cites this paper
• Multimodal Discriminative Binary Embedding for Large-Scale Cross-Modal Retrieval

  2016cites this paper
• Deep canonical correlation analysis with progressive and hypergraph learning for cross-modal retrieval

  2016cites this paper
• Integrated Genomic and Network-Based Analyses of Complex Diseases and Human Disease Network.

  2016cites this paper
• Measuring and Predicting Tag Importance for Image Retrieval

  2016cites this paper
• Generalized Multi-View Embedding for Visual Recognition and Cross-Modal Retrieval

  2016cites this paper
• Joint Feature Selection and Subspace Learning for Cross-Modal Retrieval

  2016cites this paper
• Generalized Coupled Dictionary Learning Approach With Applications to Cross-Modal Matching

  2016cites this paper