On the public citation graph

Towards Automatic Construction of Diverse, High-Quality Image Datasets

https://doi.org/10.1109/tkde.2019.2903036

0 signed · 123 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.

Claim with ORCID

Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.

See reference health

What this work says

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

inferredcites →https://doi.org/10.1007/978-3-319-10602-1_26openalex-snapshot

Edge Boxes: Locating Object Proposals from Edges

inferredcites →https://doi.org/10.1007/978-3-319-30671-1_44openalex-snapshot

Efficient Pseudo-Relevance Feedback Methods for Collaborative Filtering Recommendation

inferredcites →https://doi.org/10.1007/978-3-540-24670-1_19openalex-snapshot

A Visual Category Filter for Google Images

inferredcites →https://doi.org/10.1007/978-3-642-33765-9_33openalex-snapshot

Discriminative Decorrelation for Clustering and Classification

inferredcites →https://doi.org/10.1007/978-3-642-35085-6_6openalex-snapshot

ConceptNet 5: A Large Semantic Network for Relational Knowledge

inferredcites →https://doi.org/10.1007/978-3-658-40442-0_9openalex-snapshot

Generative Adversarial Nets

inferredcites →https://doi.org/10.1007/s11263-009-0265-6openalex-snapshot

OPTIMOL: Automatic Online Picture Collection via Incremental Model Learning

inferredcites →https://doi.org/10.1007/s11263-009-0275-4openalex-snapshot

The Pascal Visual Object Classes (VOC) Challenge

inferredcites →https://doi.org/10.1016/j.cviu.2015.05.009openalex-snapshot

A data-driven approach for tag refinement and localization in web videos

inferredcites →https://doi.org/10.1109/cvpr.2006.57openalex-snapshot

Animals on the Web

inferredcites →https://doi.org/10.1109/cvpr.2008.4587632openalex-snapshot

Keywords to visual categories: Multiple-instance learning forweakly supervised object categorization

inferredcites →https://doi.org/10.1109/cvpr.2009.5206848openalex-snapshot

ImageNet: A large-scale hierarchical image database

inferredcites →https://doi.org/10.1109/cvpr.2011.5995347openalex-snapshot

Unbiased look at dataset bias

inferredcites →https://doi.org/10.1109/cvpr.2012.6248065openalex-snapshot

Learning object class detectors from weakly annotated video

inferredcites →https://doi.org/10.1109/cvpr.2014.261openalex-snapshot

Enriching Visual Knowledge Bases via Object Discovery and Segmentation

inferredcites →https://doi.org/10.1109/cvpr.2014.412openalex-snapshot

Learning Everything about Anything: Webly-Supervised Visual Concept Learning

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/iccv.2005.142openalex-snapshot

Learning object categories from Google's image search

inferredcites →https://doi.org/10.1109/iccv.2011.6126261openalex-snapshot

Weakly supervised object detector learning with model drift detection

inferredcites →https://doi.org/10.1109/icme.2016.7552988openalex-snapshot

Automatic image dataset construction with multiple textual metadata

inferredcites →https://doi.org/10.1109/mmul.2012.17openalex-snapshot

Building Reliable and Reusable Test Collections for Image Retrieval: The Wikipedia Task at ImageCLEF

inferredcites →https://doi.org/10.1109/tip.2011.2159227openalex-snapshot

Improving Web Image Search by Bag-Based Reranking

inferredcites →https://doi.org/10.1109/tkde.2006.130openalex-snapshot

Sentence similarity based on semantic nets and corpus statistics

inferredcites →https://doi.org/10.1109/tkde.2007.48openalex-snapshot

The Google Similarity Distance

inferredcites →https://doi.org/10.1109/tkde.2015.2427795openalex-snapshot

In-Memory Big Data Management and Processing: A Survey

inferredcites →https://doi.org/10.1109/tmm.2017.2684626openalex-snapshot

Exploiting Web Images for Dataset Construction: A Domain Robust Approach

inferredcites →https://doi.org/10.1109/tpami.2006.248openalex-snapshot

MILES: Multiple-Instance Learning via Embedded Instance Selection

inferredcites →https://doi.org/10.1109/tpami.2006.79openalex-snapshot

One-shot learning of object categories

inferredcites →https://doi.org/10.1109/tpami.2009.167openalex-snapshot

Object Detection with Discriminatively Trained Part-Based Models

inferredcites →https://doi.org/10.1109/tpami.2010.133openalex-snapshot

Harvesting Image Databases from the Web

inferredcites →https://doi.org/10.1109/tpami.2016.2577031openalex-snapshot

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

inferredcites →https://doi.org/10.1126/science.1199644openalex-snapshot

Quantitative Analysis of Culture Using Millions of Digitized Books

inferredcites →https://doi.org/10.1145/1143844.1143862openalex-snapshot

Efficient co-regularised least squares regression

inferredcites →https://doi.org/10.1145/1743384.1743477openalex-snapshot

Automatically annotating the MIR Flickr dataset

inferredcites →https://doi.org/10.1145/1961189.1961199openalex-snapshot

LIBSVM

inferredcites →https://doi.org/10.1145/219717.219748openalex-snapshot

WordNet

inferredcites →https://doi.org/10.1145/2812802openalex-snapshot

YFCC100M

inferredcites →https://doi.org/10.1145/2964284.2967213openalex-snapshot

A Domain Robust Approach For Image Dataset Construction

inferredcites →https://doi.org/10.1145/3065386openalex-snapshot

ImageNet classification with deep convolutional neural networks

inferredcites →https://doi.org/10.1609/aaai.v29i1.9186openalex-snapshot

Prajna: Towards Recognizing Whatever You Want from Images without Image Labeling

inferredcites →https://doi.org/10.57702/zp44cu3gopenalex-snapshot

Learning Multiple Layers of Features from Tiny Images

What points at this work

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

inferred← citeshttps://doi.org/10.2139/ssrn.4656599openalex-extracted

inferred← citeshttps://doi.org/10.1002/cpe.6994openalex-snapshot

Online streaming feature selection for multigranularity hierarchical classification learning

inferred← citeshttps://doi.org/10.1002/cpe.8108openalex-snapshot

Online streaming feature selection based on hierarchical structure information

inferred← citeshttps://doi.org/10.1007/978-3-030-36204-1_14openalex-snapshot

Syntactic Analysis of Power Grid Emergency Pre-plans Based on Transfer Learning

inferred← citeshttps://doi.org/10.1007/978-3-030-60633-6_17openalex-snapshot

A Novel CNN Architecture for Real-Time Point Cloud Recognition in Road Environment

inferred← citeshttps://doi.org/10.1007/978-3-030-60639-8_16openalex-snapshot

Multi-model Network for Fine-Grained Cross-Media Retrieval

inferred← citeshttps://doi.org/10.1007/978-3-031-18907-4_52openalex-snapshot

Few-Shot Object Detection via Understanding Convolution and Attention

inferred← citeshttps://doi.org/10.1007/978-3-031-18913-5_40openalex-snapshot

Feature Difference Enhancement Fusion for Remote Sensing Image Change Detection

inferred← citeshttps://doi.org/10.1007/978-3-031-18913-5_7openalex-snapshot

Unsupervised Pre-training for 3D Object Detection with Transformer

inferred← citeshttps://doi.org/10.1007/s00034-021-01928-xopenalex-snapshot

An Uncertainly Dynamic Loss Correction and Global Sample Selection Method for Webly Supervised Fine-Grained Visual Classification

inferred← citeshttps://doi.org/10.1007/s00371-019-01787-3openalex-snapshot

A single-shot multi-level feature reused neural network for object detection

inferred← citeshttps://doi.org/10.1007/s00530-021-00825-2openalex-snapshot

DBFC-Net: a uniform framework for fine-grained cross-media retrieval

inferred← citeshttps://doi.org/10.1007/s11042-018-6986-1openalex-snapshot

Deep representation learning for road detection using Siamese network

inferred← citeshttps://doi.org/10.1007/s11042-024-18598-xopenalex-snapshot

Data reweighting net for web fine-grained image classification

inferred← citeshttps://doi.org/10.1016/j.compag.2025.110847openalex-snapshot

Data centric Artificial Intelligence for agrifood domain: A systematic mapping study

inferred← citeshttps://doi.org/10.1016/j.compeleceng.2024.109156openalex-snapshot

Group benefits instance for data purification

inferred← citeshttps://doi.org/10.1016/j.cpes.2026.04.003openalex-snapshot

Optimization of renewable-integrated energy systems via artificial intelligence: Review and perspective

inferred← citeshttps://doi.org/10.1016/j.dib.2023.109610openalex-snapshot

Dataset for detecting motorcyclists in pedestrian areas

inferred← citeshttps://doi.org/10.1016/j.knosys.2025.113670openalex-snapshot

Open set label noise learning with robust sample selection and margin-guided module

inferred← citeshttps://doi.org/10.1016/j.mlwa.2026.100893openalex-snapshot

Sanitizing manufacturing dataset labels using vision-language models

inferred← citeshttps://doi.org/10.1016/j.neucom.2019.08.016openalex-snapshot

C-RPNs: Promoting object detection in real world via a cascade structure of Region Proposal Networks

inferred← citeshttps://doi.org/10.1016/j.neucom.2026.134487openalex-snapshot

From keywords to context: A relation-centric framework for automated image dataset preparation

inferred← citeshttps://doi.org/10.1016/j.patcog.2020.107620openalex-snapshot

Exploiting textual queries for dynamically visual disambiguation

inferred← citeshttps://doi.org/10.1016/j.patrec.2021.10.004openalex-snapshot

Semi-lexical languages: a formal basis for using domain knowledge to resolve ambiguities in deep-learning based computer vision

inferred← citeshttps://doi.org/10.1016/j.patter.2023.100843openalex-snapshot

EXSCLAIM!: Harnessing materials science literature for self-labeled microscopy datasets

inferred← citeshttps://doi.org/10.1017/s1431927620023806openalex-snapshot

Constructing Self-Labeled Materials Imaging Datasets from Open Access Scientific Journals with EXSCLAIM!

inferred← citeshttps://doi.org/10.1038/s40494-026-02392-zopenalex-snapshot

Identification methods and evaluation metrics for the condition of the Beijing masonry Great Wall

inferred← citeshttps://doi.org/10.1049/cvi2.12142openalex-snapshot

Makeup transfer: A review

inferred← citeshttps://doi.org/10.1049/cvi2.12153openalex-snapshot

Semi‐Paired Semi‐Supervised Deep Hashing for cross‐view retrieval

inferred← citeshttps://doi.org/10.1109/access.2022.3226517openalex-snapshot

Tackling Dataset Bias With an Automated Collection of Real-World Samples

inferred← citeshttps://doi.org/10.1109/access.2024.3371020openalex-snapshot

Improving Efficiency in Facial Recognition Tasks Through a Dataset Optimization Approach

inferred← citeshttps://doi.org/10.1109/access.2025.3554607openalex-snapshot

A Concise Dataset for Intelligent Behaviors in Domestic Tasks

inferred← citeshttps://doi.org/10.1109/cei66465.2025.11398689openalex-snapshot

AI-Driven Recognition of Component Relationships in Engineering Drawings: Current Status, Challenges, and Future Directions

inferred← citeshttps://doi.org/10.1109/cvpr46437.2021.00265openalex-snapshot

Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation

inferred← citeshttps://doi.org/10.1109/cvpr46437.2021.00515openalex-snapshot

Jo-SRC: A Contrastive Approach for Combating Noisy Labels

inferred← citeshttps://doi.org/10.1109/fg47880.2020.00107openalex-snapshot

Towards automatic monitoring of disease progression in sheep: A hierarchical model for sheep facial expressions analysis from video

inferred← citeshttps://doi.org/10.1109/iccv48922.2021.01043openalex-snapshot

Webly Supervised Fine-Grained Recognition: Benchmark Datasets and An Approach

inferred← citeshttps://doi.org/10.1109/icdsca63855.2024.10859800openalex-snapshot

PDDM: IP Image Design via Diffusion Model

inferred← citeshttps://doi.org/10.1109/icftic68075.2025.11324848openalex-snapshot

Enhanced Peer-learning with Adaptive Noise-aware Sample Selection for Fine-Grained Recognition

inferred← citeshttps://doi.org/10.1109/icme46284.2020.9102790openalex-snapshot

Web-Supervised Network for Fine-Grained Visual Classification

inferred← citeshttps://doi.org/10.1109/icme46284.2020.9102890openalex-snapshot

Hsi Road: A Hyper Spectral Image Dataset For Road Segmentation

inferred← citeshttps://doi.org/10.1109/icme46284.2020.9102965openalex-snapshot

Classification Constrained Discriminator For Domain Adaptive Semantic Segmentation

inferred← citeshttps://doi.org/10.1109/icme55011.2023.00151openalex-snapshot

Semi-Supervised Semantic Segmentation With Region Relevance

inferred← citeshttps://doi.org/10.1109/icpics66386.2025.11347194openalex-snapshot

A Study of Text-Guided Photographic Image Generation Based on PSDM

inferred← citeshttps://doi.org/10.1109/jstars.2021.3070368openalex-snapshot

On Creating Benchmark Dataset for Aerial Image Interpretation: Reviews, Guidances, and Million-AID

inferred← citeshttps://doi.org/10.1109/mmsp55362.2022.9948793openalex-snapshot

Denoising Labels: A Noise-robust Method for Webly-supervised Fine-grained Visual Classification

inferred← citeshttps://doi.org/10.1109/mmsp55362.2022.9949199openalex-snapshot

Data Distribution Transfer for Out Of Distribution Generalization

inferred← citeshttps://doi.org/10.1109/mmsp55362.2022.9949538openalex-snapshot

Multi-scale Self-attention-based Few-shot Object Detection for Remote Sensing Images

inferred← citeshttps://doi.org/10.1109/tcsvt.2023.3284405openalex-snapshot

The Image Data and Backbone in Weakly Supervised Fine-Grained Visual Categorization: A Revisit and Further Thinking

inferred← citeshttps://doi.org/10.1109/tits.2021.3096998openalex-snapshot

Hierarchical Program-Triggered Reinforcement Learning Agents for Automated Driving

inferred← citeshttps://doi.org/10.1109/tkde.2020.3038549openalex-snapshot

2020 Index IEEE Transactions on Knowledge and Data Engineering Vol. 32

inferred← citeshttps://doi.org/10.1109/tkde.2021.3087671openalex-snapshot

Multi-Relational Data Characterization by Tensors: Perturbation Analysis

inferred← citeshttps://doi.org/10.1109/tkde.2023.3267036openalex-snapshot

Event-Oriented Visual Question Answering: The E-VQA Dataset and Benchmark

inferred← citeshttps://doi.org/10.1109/tkde.2024.3482466openalex-snapshot

DynImpt: A Dynamic Data Selection Method for Improving Model Training Efficiency

inferred← citeshttps://doi.org/10.1109/tmm.2021.3055024openalex-snapshot

Exploiting Web Images for Fine-Grained Visual Recognition by Eliminating Open-Set Noise and Utilizing Hard Examples

inferred← citeshttps://doi.org/10.1109/tmm.2021.3118216openalex-snapshot

Exploiting Web Images for Fine-Grained Visual Recognition via Dynamic Loss Correction and Global Sample Selection

inferred← citeshttps://doi.org/10.1109/tmm.2021.3134156openalex-snapshot

Robust Learning From Noisy Web Images Via Data Purification for Fine-Grained Recognition

inferred← citeshttps://doi.org/10.1109/tmm.2022.3174339openalex-snapshot

Automated Segmentation of Prohibited Items in X-Ray Baggage Images Using Dense De-Overlap Attention Snake

inferred← citeshttps://doi.org/10.1109/tmm.2022.3181439openalex-snapshot

Guided by Meta-Set: A Data-Driven Method for Fine-Grained Visual Recognition

inferred← citeshttps://doi.org/10.1109/tmm.2023.3279696openalex-snapshot

PanorAMS: Automatic Annotation for Detecting Objects in Urban Context

inferred← citeshttps://doi.org/10.1109/tnnls.2020.2966644openalex-snapshot

Exploiting Web Images for Multi-Output Classification: From Category to Subcategories

inferred← citeshttps://doi.org/10.1111/coin.12638openalex-snapshot

Robust fine‐grained visual recognition with images based on internet of things

inferred← citeshttps://doi.org/10.1145/3394171.3413851openalex-snapshot

Bridging the Web Data and Fine-Grained Visual Recognition via Alleviating Label Noise and Domain Mismatch

inferred← citeshttps://doi.org/10.1145/3394171.3413978openalex-snapshot

CRSSC: Salvage Reusable Samples from Noisy Data for Robust Learning

inferred← citeshttps://doi.org/10.1145/3394171.3414044openalex-snapshot

Data-driven Meta-set Based Fine-Grained Visual Recognition

inferred← citeshttps://doi.org/10.1145/3448823.3448825openalex-snapshot

Generative Adversarial and Self-Attention Based Fine-Grained Cross-Media Retrieval

inferred← citeshttps://doi.org/10.1145/3474085.3475536openalex-snapshot

Extracting Useful Knowledge from Noisy Web Images via Data Purification for Fine-Grained Recognition

inferred← citeshttps://doi.org/10.1145/3695465openalex-snapshot

Multi-Label and Evolvable Dataset Preparation for Web-Based Object Detection

inferred← citeshttps://doi.org/10.1515/bmt-2023-0266openalex-snapshot

Image segmentation of mouse eye in vivo with optical coherence tomography based on Bayesian classification

inferred← citeshttps://doi.org/10.1609/aaai.v34i07.6973openalex-snapshot

Web-Supervised Network with Softly Update-Drop Training for Fine-Grained Visual Classification

inferred← citeshttps://doi.org/10.24963/ijcai.2019/140openalex-snapshot

Dynamically Visual Disambiguation of Keyword-based Image Search

inferred← citeshttps://doi.org/10.24963/ijcai.2019/523openalex-snapshot

Modeling Multi-Purpose Sessions for Next-Item Recommendations via Mixture-Channel Purpose Routing Networks

inferred← citeshttps://doi.org/10.26615/978-954-452-072-4_080openalex-snapshot

Multilingual Image Corpus: Annotation Protocol

inferred← citeshttps://doi.org/10.3390/app14062237openalex-snapshot

Dataset Constrution through Ontology-Based Data Requirements Analysis

inferred← citeshttps://doi.org/10.48550/arxiv.1905.11559openalex-snapshot

Road Segmentation with Image-LiDAR Data Fusion

inferred← citeshttps://doi.org/10.48550/arxiv.1905.13394openalex-snapshot

Deep Representation Learning for Road Detection through Siamese Network

inferred← citeshttps://doi.org/10.48550/arxiv.2004.12152openalex-snapshot

Semi-Lexical Languages -- A Formal Basis for Unifying Machine Learning and Symbolic Reasoning in Computer Vision

inferred← citeshttps://doi.org/10.48550/arxiv.2008.02427openalex-snapshot

Salvage Reusable Samples from Noisy Data for Robust Learning

inferred← citeshttps://doi.org/10.48550/arxiv.2008.02438openalex-snapshot

Data-driven Meta-set Based Fine-Grained Visual Classification

inferred← citeshttps://doi.org/10.48550/arxiv.2101.09412openalex-snapshot

Exploiting Web Images for Fine-Grained Visual Recognition by Eliminating Noisy Samples and Utilizing Hard Ones

inferred← citeshttps://doi.org/10.48550/arxiv.2102.10935openalex-snapshot

Semantically Meaningful Class Prototype Learning for One-Shot Image Semantic Segmentation

inferred← citeshttps://doi.org/10.48550/arxiv.2103.10631openalex-snapshot

EXSCLAIM! -- An automated pipeline for the construction of labeled materials imaging datasets from literature

Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.