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Bit-Scalable Deep Hashing With Regularized Similarity Learning for Image Retrieval and Person Re-Identification

https://doi.org/10.1109/tip.2015.2467315
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-319-10590-1_38openalex-snapshot
Neural Codes for Image Retrieval
inferredcites →https://doi.org/10.1016/j.cviu.2014.04.001openalex-snapshot
Semi-supervised multi-graph hashing for scalable similarity search
inferredcites →https://doi.org/10.1016/j.patcog.2015.04.005openalex-snapshot
Deep feature learning with relative distance comparison for person re-identification
inferredcites →https://doi.org/10.1016/j.patrec.2011.10.018openalex-snapshot
Sparse spectral hashing
inferredcites →https://doi.org/10.1109/cvpr.2011.5995432openalex-snapshot
Iterative quantization: A procrustean approach to learning binary codes
inferredcites →https://doi.org/10.1109/cvpr.2012.6247939openalex-snapshot
Large scale metric learning from equivalence constraints
inferredcites →https://doi.org/10.1109/cvpr.2012.6248039openalex-snapshot
Fast computation of min-Hash signatures for image collections
inferredcites →https://doi.org/10.1109/cvpr.2013.460openalex-snapshot
Unsupervised Salience Learning for Person Re-identification
inferredcites →https://doi.org/10.1109/cvpr.2014.180openalex-snapshot
Learning Fine-Grained Image Similarity with Deep Ranking
inferredcites →https://doi.org/10.1109/cvpr.2014.27openalex-snapshot
DeepReID: Deep Filter Pairing Neural Network for Person Re-identification
inferredcites →https://doi.org/10.1109/cvpr.2014.272openalex-snapshot
Locally Linear Hashing for Extracting Non-linear Manifolds
inferredcites →https://doi.org/10.1109/cvpr.2014.81openalex-snapshot
Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation
inferredcites →https://doi.org/10.1109/tip.2014.2305072openalex-snapshot
Contextual Hashing for Large-Scale Image Search
inferredcites →https://doi.org/10.1109/tip.2014.2332764openalex-snapshot
A Sparse Embedding and Least Variance Encoding Approach to Hashing
inferredcites →https://doi.org/10.1109/tip.2015.2432712openalex-snapshot
PISA: Pixelwise Image Saliency by Aggregating Complementary Appearance Contrast Measures with Edge-Preserving Coherence
inferredcites →https://doi.org/10.1109/tpami.2009.166openalex-snapshot
Large-Scale Discovery of Spatially Related Images
inferredcites →https://doi.org/10.1109/tpami.2012.48openalex-snapshot
Semi-Supervised Hashing for Large-Scale Search
inferredcites →https://doi.org/10.1109/tpami.2012.59openalex-snapshot
3D Convolutional Neural Networks for Human Action Recognition
inferredcites →https://doi.org/10.1109/tpami.2012.63openalex-snapshot
Laplacian Sparse Coding, Hypergraph Laplacian Sparse Coding, and Applications
inferredcites →https://doi.org/10.1109/tpami.2014.2359888openalex-snapshot
Discriminatively Trained And-Or Graph Models for Object Shape Detection
inferredcites →https://doi.org/10.1145/1148170.1148176openalex-snapshot
User performance versus precision measures for simple search tasks
inferredcites →https://doi.org/10.1145/2393347.2393393openalex-snapshot
Submodular video hashing

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Fine Root Image Processing Based on Deep Learning and Prior Knowledge
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Deep hashing based on triplet labels and quantitative regularization term with exponential convergence
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Deep Discriminative Quantization Hashing for Image Retrieval
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Relaxation-Free Deep Hashing via Policy Gradient
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Hashing with Binary Matrix Pursuit
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A Reliability Object Layer for Deep Hashing-Based Visual Indexing
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Deep Learning in Person Re-identification for Cyber-Physical Surveillance Systems
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Deep Hashing and Its Application for Histopathology Image Analysis
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GrowBit: Incremental Hashing for Cross-Modal Retrieval
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People Counting in Crowded Environment and Re-identification
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Unsupervised Discrete Representation Learning
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Deep Learning for Person Re-identification in Surveillance Videos
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Towards Joint Multiply Semantics Hashing for Visual Search
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The Search for Equations – Learning to Identify Similarities Between Mathematical Expressions
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Adaptive Margin Diversity Regularizer for Handling Data Imbalance in Zero-Shot SBIR
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Faster Person Re-identification
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Deep Disentangled Hashing with Momentum Triplets for Neuroimage Search
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Training Wide Residual Hashing from Scratch
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Enhanced Deep Learning Framework for Fine-Grained Segmentation of Fashion and Apparel
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Learning to Hash with Binary Deep Neural Network
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Temporal Model Adaptation for Person Re-identification
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Towards Category Based Large-Scale Image Retrieval Using Transductive Support Vector Machines
inferred← citeshttps://doi.org/10.1007/978-3-319-54181-5_5openalex-snapshot
Deep Supervised Hashing with Triplet Labels
inferred← citeshttps://doi.org/10.1007/978-3-319-70087-8_62openalex-snapshot
Improving Hashing by Leveraging Multiple Layers of Deep Networks
inferred← citeshttps://doi.org/10.1007/978-3-319-97785-0_38openalex-snapshot
Deep Supervised Hashing with Information Loss
inferred← citeshttps://doi.org/10.1007/978-981-10-7299-4_52openalex-snapshot
Image Retrieval via Balanced and Maximum Variance Deep Hashing
inferred← citeshttps://doi.org/10.1007/978-981-13-2203-7_57openalex-snapshot
High Precision Self-learning Hashing for Image Retrieval
inferred← citeshttps://doi.org/10.1007/978-981-13-2387-4_8openalex-snapshot
Person Verification
inferred← citeshttps://doi.org/10.1007/978-981-13-6504-1_107openalex-snapshot
Evaluation of Local Features Using Convolutional Neural Networks for Person Re-Identification
inferred← citeshttps://doi.org/10.1007/978-981-13-9190-3_13openalex-snapshot
Supervised Representation Hash Codes Learning
inferred← citeshttps://doi.org/10.1007/978-981-16-8976-5_7openalex-snapshot
Information Fusion Based on Deep Learning
inferred← citeshttps://doi.org/10.1007/978-981-97-2112-2_3openalex-snapshot
Inductive Structure Consistent Hashing
inferred← citeshttps://doi.org/10.1007/s00371-020-01993-4openalex-snapshot
DSHPoolF: deep supervised hashing based on selective pool feature map for image retrieval
inferred← citeshttps://doi.org/10.1007/s00371-022-02668-yopenalex-snapshot
Deep supervised hashing with hard example pairs optimization for image retrieval
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GCAENet: global-class context with advanced edge network for single human parsing
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Support top irrelevant machine: learning similarity measures to maximize top precision for image retrieval
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A deep hashing method of likelihood function adaptive mapping
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A comparative study of hash based approximate nearest neighbor learning and its application in image retrieval
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A survey of image data indexing techniques
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Segmentation mask-guided person image generation
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CapsNet-based supervised hashing
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Asymmetric similarity-preserving discrete hashing for image retrieval
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Person re-identification by integrating metric learning and support vector machine
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Unsupervised Cross‐Media Hashing Learning via Knowledge Graph
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Deep supervised hashing network with integrated regularisation
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Deep Supervised Hashing for Fast Multi-Label Image
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Real-time abnormal light curve detection based on a Gated Recurrent Unit network
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Binary Hashing for Approximate Nearest Neighbor Search on Big Data: A Survey
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Group Embedding for Face Hallucination
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Deep Supervised Hashing Based on Stable Distribution
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An Adaptive and Asymmetric Residual Hash for Fast Image Retrieval
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Dual Asymmetric Deep Hashing Learning
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Greedy Learning of Deep Boltzmann Machine (GDBM)’s Variance and Search Algorithm for Efficient Image Retrieval
inferred← citeshttps://doi.org/10.1109/access.2019.2962084openalex-snapshot
Attention-Aware Joint Location Constraint Hashing for Multi-Label Image Retrieval
inferred← citeshttps://doi.org/10.1109/access.2020.2978344openalex-snapshot
A Comprehensive Overview of Person Re-Identification Approaches
inferred← citeshttps://doi.org/10.1109/access.2020.3011102openalex-snapshot
Image Retrieval Using a Deep Attention-Based Hash
inferred← citeshttps://doi.org/10.1109/access.2020.3013560openalex-snapshot
On Sensitive Minima in Margin-Based Deep Distance Learning
inferred← citeshttps://doi.org/10.1109/access.2020.3023592openalex-snapshot
IPDH: An Improved Pairwise-Based Deep Hashing Method for Large-Scale Image Retrieval
inferred← citeshttps://doi.org/10.1109/access.2020.3024120openalex-snapshot
An Efficient Person Re-Identification Model Based on New Regularization Technique
inferred← citeshttps://doi.org/10.1109/access.2020.3024289openalex-snapshot
Heterogeneous Distance Learning Based on Kernel Analysis-Synthesis Dictionary for Semi-Supervised Image to Video Person Re-Identification
inferred← citeshttps://doi.org/10.1109/access.2022.3224578openalex-snapshot
Ranking-Based Deep Hashing Network for Image Retrieval
inferred← citeshttps://doi.org/10.1109/access.2023.3281737openalex-snapshot
Regularizing Binary Neural Networks via Ensembling for Efficient Person Re-Identification
inferred← citeshttps://doi.org/10.1109/access.2024.3367232openalex-snapshot
Advances and Vulnerabilities in Modern Cryptographic Techniques: A Comprehensive Survey on Cybersecurity in the Domain of Machine/Deep Learning and Quantum Techniques
inferred← citeshttps://doi.org/10.1109/cac53003.2021.9728501openalex-snapshot
Deep Learning of Binary Hash Codes for Fast Handwritten character Retrieval
inferred← citeshttps://doi.org/10.1109/cacml55074.2022.00085openalex-snapshot
Image Hashing by Pre-Trained Deep Neural Network
inferred← citeshttps://doi.org/10.1109/csnt51715.2021.9509633openalex-snapshot
A comprehensive study on deep learning approach for CBIR
inferred← citeshttps://doi.org/10.1109/csnt60213.2024.10545876openalex-snapshot
A Deep Video Hashing Algorithm Based on CNNs
inferred← citeshttps://doi.org/10.1109/cvpr.2016.140openalex-snapshot
Learning Deep Feature Representations with Domain Guided Dropout for Person Re-identification
inferred← citeshttps://doi.org/10.1109/cvpr.2016.144openalex-snapshot
Joint Learning of Single-Image and Cross-Image Representations for Person Re-identification
inferred← citeshttps://doi.org/10.1109/cvpr.2016.165openalex-snapshot
Efficient Training of Very Deep Neural Networks for Supervised Hashing
inferred← citeshttps://doi.org/10.1109/cvpr.2016.227openalex-snapshot
Deep Supervised Hashing for Fast Image Retrieval
inferred← citeshttps://doi.org/10.1109/cvpr.2016.641openalex-snapshot
Fast Training of Triplet-Based Deep Binary Embedding Networks
inferred← citeshttps://doi.org/10.1109/cvpr.2017.449openalex-snapshot
Simultaneous Feature Aggregating and Hashing for Large-Scale Image Search
inferred← citeshttps://doi.org/10.1109/cvpr.2017.566openalex-snapshot
Fast Person Re-identification via Cross-Camera Semantic Binary Transformation
inferred← citeshttps://doi.org/10.1109/cvpr.2017.663openalex-snapshot
Learning Multifunctional Binary Codes for Both Category and Attribute Oriented Retrieval Tasks
inferred← citeshttps://doi.org/10.1109/cvpr.2017.717openalex-snapshot
See the Forest for the Trees: Joint Spatial and Temporal Recurrent Neural Networks for Video-Based Person Re-identification
inferred← citeshttps://doi.org/10.1109/cvpr.2017.782openalex-snapshot
Learning Deep Context-Aware Features over Body and Latent Parts for Person Re-identification
inferred← citeshttps://doi.org/10.1109/cvpr.2018.00518openalex-snapshot
Learning a Complete Image Indexing Pipeline
inferred← citeshttps://doi.org/10.1109/cvpr.2018.00715openalex-snapshot
Deep Hashing via Discrepancy Minimization
inferred← citeshttps://doi.org/10.1109/cvpr.2019.00295openalex-snapshot
K-Nearest Neighbors Hashing
inferred← citeshttps://doi.org/10.1109/cvpr.2019.00495openalex-snapshot
Signal-To-Noise Ratio: A Robust Distance Metric for Deep Metric Learning
inferred← citeshttps://doi.org/10.1109/cvpr.2019.00518openalex-snapshot
End-To-End Supervised Product Quantization for Image Search and Retrieval
inferred← citeshttps://doi.org/10.1109/cvpr.2019.00523openalex-snapshot
Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-Based Image Retrieval
inferred← citeshttps://doi.org/10.1109/cvprw.2019.00088openalex-snapshot
Adaptive Labeling for Deep Learning to Hash
inferred← citeshttps://doi.org/10.1109/cvprw.2019.00098openalex-snapshot
Efficient Deep Palmprint Recognition via Distilled Hashing Coding
inferred← citeshttps://doi.org/10.1109/dicta.2017.8227444openalex-snapshot
Image Retrieval with Attribute-Associated Auxiliary References
inferred← citeshttps://doi.org/10.1109/icassp.2018.8461906openalex-snapshot
Deep Uniqueness-Aware Hashing for Fine-Grained Multi-Label Image Retrieval
inferred← citeshttps://doi.org/10.1109/icassp.2019.8683328openalex-snapshot
A Novel Deep Hashing Method with Top Similarity for Image Retrieval
inferred← citeshttps://doi.org/10.1109/icassp40776.2020.9053665openalex-snapshot
A New Variational Method for Deep Supervised Semantic Image Hashing
inferred← citeshttps://doi.org/10.1109/icc.2019.8761508openalex-snapshot
FMHash: Deep Hashing of In-Air-Handwriting for User Identification
inferred← citeshttps://doi.org/10.1109/icccs55155.2022.9846243openalex-snapshot
Frequency Domain Approximation in Deep Hashing
inferred← citeshttps://doi.org/10.1109/iccv.2015.120openalex-snapshot
Towards Computational Baby Learning: A Weakly-Supervised Approach for Object Detection
inferred← citeshttps://doi.org/10.1109/iccv.2015.163openalex-snapshot
Human Parsing with Contextualized Convolutional Neural Network
inferred← citeshttps://doi.org/10.1109/iccv.2015.320openalex-snapshot
Unsupervised Learning of Visual Representations Using Videos
inferred← citeshttps://doi.org/10.1109/iccv.2017.96openalex-snapshot
SuBiC: A Supervised, Structured Binary Code for Image Search
inferred← citeshttps://doi.org/10.1109/iccvw.2017.148openalex-snapshot
Few-Shot Hash Learning for Image Retrieval
inferred← citeshttps://doi.org/10.1109/iccvw.2017.52openalex-snapshot
Triplet-Based Deep Similarity Learning for Person Re-Identification
inferred← citeshttps://doi.org/10.1109/icdar.2017.70openalex-snapshot
Local Discriminant Training and Global Optimization for Convolutional Neural Network Based Handwritten Chinese Character Recognition
inferred← citeshttps://doi.org/10.1109/ice.2017.8279944openalex-snapshot
Incorporation of semantic segmentation information in deep hashing techniques for image retrieval
inferred← citeshttps://doi.org/10.1109/icfhr.2016.0099openalex-snapshot
Handwritten Chinese Character Recognition by Joint Classification and Similarity Ranking
inferred← citeshttps://doi.org/10.1109/iciba52610.2021.9688315openalex-snapshot
An Improved Deep Pairwise Supervised Hashing Algorithm for Fast Image Retrieval
inferred← citeshttps://doi.org/10.1109/icip.2016.7532460openalex-snapshot
Person re-identification using a patch-based appearance model
inferred← citeshttps://doi.org/10.1109/icip.2016.7532465openalex-snapshot
Person re-identification by distance metric learning to discrete hashing
inferred← citeshttps://doi.org/10.1109/icip.2017.8296816openalex-snapshot
Binary hashing using siamese neural networks
inferred← citeshttps://doi.org/10.1109/icip.2018.8451107openalex-snapshot
DeepSSH: Deep Semantic Structured Hashing for Explainable Person Re-Identification
inferred← citeshttps://doi.org/10.1109/icip.2018.8451192openalex-snapshot
Supervised Hashing with End-to-End Binary Deep Neural Network
inferred← citeshttps://doi.org/10.1109/icip.2019.8803011openalex-snapshot
Adaptive Labeling For Hash Code Learning Via Neural Networks
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