Mineral Identification Based on Multi-Label Image Classification

Mineral Identification Based on Multi-Label Image Classification

The identification of minerals is indispensable in geological analysis. Traditional mineral identification methods are highly dependent on professional knowledge and specialized equipment which often consume a lot of labor. To solve this problem, some researchers use machine learning algorithms to q...

Full description

Bibliographic Details
Main Authors:	Baokun Wu, Xiaohui Ji, Mingyue He, Mei Yang, Zhaochong Zhang, Yan Chen, Yuzhu Wang, Xinqi Zheng
Format:	Article
Language:	English
Published:	MDPI AG 2022-10-01
Series:	Minerals
Subjects:	mineral identification deep learning transformer convolutional neural network multi-label image classification
Online Access:	https://www.mdpi.com/2075-163X/12/11/1338

Similar Items

Deep Network Architectures as Feature Extractors for Multi-Label Classification of Remote Sensing Images
by: Marjan Stoimchev, et al.
Published: (2023-01-01)

Mineral Identification Based on Deep Learning That Combines Image and Mohs Hardness
by: Xiang Zeng, et al.
Published: (2021-05-01)

Deep Convolution Neural Network sharing for the multi-label images classification
by: Solemane Coulibaly, et al.
Published: (2022-12-01)

GUDN: A novel guide network with label reinforcement strategy for extreme multi-label text classification
by: Qing Wang, et al.
Published: (2023-04-01)

Robust Multi-Label Classification with Enhanced Global and Local Label Correlation
by: Tianna Zhao, et al.
Published: (2022-05-01)

Improving Neural Network-Based Multi-Label Classification With Pattern Loss Penalties
by: Worawith Sangkatip, et al.
Published: (2024-01-01)

Addressing Imbalance Problem for Multi Label Classification of Scholarly Articles
by: Aiman Hafeez, et al.
Published: (2023-01-01)

Cross-Modal Feature Representation Learning and Label Graph Mining in a Residual Multi-Attentional CNN-LSTM Network for Multi-Label Aerial Scene Classification
by: Peng Li, et al.
Published: (2022-05-01)

Hierarchical multi-label news article classification with distributed semantic model based features
by: Ivana Clairine Irsan, et al.
Published: (2019-03-01)

Multi-Label Classification Based on Associations
by: Raed Alazaidah, et al.
Published: (2023-04-01)

Control Chart Concurrent Pattern Classification Using Multi-Label Convolutional Neural Networks
by: Chuen-Sheng Cheng, et al.
Published: (2022-01-01)

Partial Classifier Chains with Feature Selection by Exploiting Label Correlation in Multi-Label Classification
by: Zhenwu Wang, et al.
Published: (2020-10-01)

From Scores to Predictions in Multi-Label Classification: Neural Thresholding Strategies
by: Karol Draszawka, et al.
Published: (2023-06-01)

Mineral Identification Based on Deep Learning Using Image Luminance Equalization
by: Junyu Zhang, et al.
Published: (2022-07-01)

CONVOLUTIONAL NEURAL NETWORK MULTI-EMOTION CLASSIFIERS
by: S. S. Ibrahiem, et al.
Published: (2019-08-01)

Dimensionality Reduction for Hierarchical Multi-Label Classification: A Systematic Mapping Study
by: Raimundo Osvaldo Vieira, et al.
Published: (2024-01-01)

Patch-Based Training of Fully Convolutional Network for Hyperspectral Image Classification With Sparse Point Labels
by: Xueliang Zhang, et al.
Published: (2022-01-01)

Multi-Label Classification for AIS Data Anomaly Detection Using Wavelet Transform
by: Marta Szarmach, et al.
Published: (2022-01-01)

Multi-Label Classification With Hyperdimensional Representations
by: Rishikanth Chandrasekaran, et al.
Published: (2023-01-01)

Developing New Fully Connected Layers for Convolutional Neural Networks with Hyperparameter Optimization for Improved Multi-Label Image Classification
by: Tamás Katona, et al.
Published: (2024-03-01)

Multi-Label Image Classification with Weak Correlation Prior
by: Xiao Ouyang, et al.
Published: (2022-09-01)

Multi-Scale Annulus Clustering for Multi-Label Classification
by: Yan Liu, et al.
Published: (2023-04-01)

A Comparison of Multi-Label Text Classification Models in Research Articles Labeled With Sustainable Development Goals
by: Roberto Carlos Morales-Hernandez, et al.
Published: (2022-01-01)

Study on Short Text Classification with Imperfect Labels
by: LIANG Haowei, WANG Shi, CAO Cungen
Published: (2023-01-01)

MLGN:A Multi-Label Guided Network for Improving Text Classification
by: Qiang Liu, et al.
Published: (2023-01-01)

Skin Medical Image Captioning Using Multi-Label Classification and Siamese Network
by: Yihlon Lin, et al.
Published: (2023-01-01)

Pseudo-Labeling With Large Language Models for Multi-Label Emotion Classification of French Tweets
by: Usman Malik, et al.
Published: (2024-01-01)

Multi-label classification for multi-drug resistance prediction of Escherichia coli
by: Yunxiao Ren, et al.
Published: (2022-01-01)

Diabetic retinopathy detection using principal component analysis multi-label feature extraction and classification
by: Tiwalade Modupe Usman, et al.
Published: (2023-06-01)

Remote Sensing Image Scene Classification via Label Augmentation and Intra-Class Constraint
by: Hao Xie, et al.
Published: (2021-06-01)

Hierarchical Multi-Label Object Detection Framework for Remote Sensing Images
by: Su-Jin Shin, et al.
Published: (2020-08-01)

Study on Multi-label Image Classification Based on Sample Distribution Loss
by: ZHU Xu-dong, XIONG Yun
Published: (2022-06-01)

Single vs. Multi-Label: The Issues, Challenges and Insights of Contemporary Classification Schemes
by: Naseer Ahmed Sajid, et al.
Published: (2023-06-01)

Automatic Multi-Label ECG Classification with Category Imbalance and Cost-Sensitive Thresholding
by: Yang Liu, et al.
Published: (2021-11-01)

Interactive Causal Correlation Space Reshape for Multi-Label Classification
by: Chao Zhang, et al.
Published: (2022-09-01)

A Reliable and Robust Deep Learning Model for Effective Recyclable Waste Classification
by: Md. Mosarrof Hossen, et al.
Published: (2024-01-01)

Hierarchical multi-instance multi-label learning for Chinese patent text classification
by: Yunduo Liu, et al.
Published: (2024-12-01)

An Automated Cardiac Arrhythmia Classification Network for 45 Arrhythmia Classes Using 12-Lead Electrocardiogram
by: Ho Keun Kim, et al.
Published: (2024-01-01)

Adaptive Label Allocation for Unsupervised Person Re-Identification
by: Yihu Song, et al.
Published: (2022-03-01)

Multiple Ocular Disease Diagnosis Using Fundus Images Based on Multi-Label Deep Learning Classification
by: Osama Ouda, et al.
Published: (2022-06-01)