Automatic Image Colorization Based on Convolutional Neural Networks

Automatic Image Colorization Based on Convolutional Neural Networks

Analysis of methods and tools for image colorization was performed. It was explained why artificial neural network model was chosen for graphics information processing. The task of automatic colorization of arbitrary images was formulated. Initial data, conditions and constraints necessary for color...

Full description

Saved in:

Bibliographic Details
Main Authors:	L. V. Serebryanaya, V. V. Potaraev
Format:	Article
Language:	Russian
Published:	Ministry of Education of the Republic of Belarus, Establishment The Main Information and Analytical Center 2020-07-01
Series:	Цифровая трансформация
Subjects:	artificial neural network convolution data classification image colorization hypercolumns
Online Access:	https://dt.bsuir.by/jour/article/view/516
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Color image hybrid noise filtering algorithm based on deep convolution neural network
by: Yongfei Yu, et al.
Published: (2024-12-01)

Image Classification of Indonesian Snacks using Convolutional Neural Network
by: Kunti Eliyen, et al.
Published: (2025-05-01)

Convolutional Neural Network Training for RGBN Camera Color Restoration Using Generated Image Pairs
by: Zhenghao Han, et al.
Published: (2020-01-01)

Research note: Application of convolutional neural networks for feather classification in chickens
by: Jiajia Niu, et al.
Published: (2025-11-01)

Automatic classification method of liver ultrasound standard plane images using pre-trained convolutional neural network
by: Jiaxiang Wu, et al.
Published: (2022-12-01)

Color Night-Light Remote Sensing Image Fusion With Two-Branch Convolutional Neural Network
by: Jie Wang, et al.
Published: (2025-01-01)

Coffee Beans Classification Using Convolutional Neural Networks Based On Extraction Value Analysis In Grayscale Color Space
by: Bagus Raffi Santoso, et al.
Published: (2025-01-01)

Impact of the Radar Image Resolution of Military Objects on the Accuracy of their Classification by a Deep Convolutional Neural Network
by: I. F. Kupryashkin
Published: (2022-02-01)

Data Augmentation and Lightweight Convolutional Neural Networks in Classification of Thoracic Diseases
by: Ana-Maria HAMZ, et al.
Published: (2025-05-01)

Enhancing Image Classification of Cabbage Plant Diseases Using a Hybrid Model Convolutional Neural Network and XGBoost
by: Nabila Ayunda Sovia, et al.
Published: (2025-03-01)

EFFICIENCY AND ACCURACY OF CONVOLUTIONAL AND FOURIER TRANSFORM LAYERS IN NEURAL NETWORKS FOR MEDICAL IMAGE CLASSIFICATION
by: Fauzi Nafi'udin, et al.
Published: (2024-10-01)

Validation of New Student Registration Documents at Nurul Jadid University Using Convolutional Neural Network
by: Fathorazi Nur Fajri, et al.
Published: (2024-10-01)

Automatic melanoma detection using an optimized five-stream convolutional neural network
by: Vida Esmaeili, et al.
Published: (2025-07-01)

Klasifikasi Penyakit pada Tanaman Berdasarkan Citra Daun Menggunakan Metode Convolutional Neural Network
by: Denis Aji Pangestu, et al.
Published: (2025-05-01)

Deep Convolutional Neural Networks to Automatically Classify Human Heart Diseases
by: Yo-Ping Huang, et al.
Published: (2025-01-01)

Preprocessing-Free Convolutional Neural Network Model for Arrhythmia Classification Using ECG Images
by: Chotirose Prathom, et al.
Published: (2025-03-01)

Enhancing Dongba Pictograph Recognition Using Convolutional Neural Networks and Data Augmentation Techniques
by: Shihui Li, et al.
Published: (2025-04-01)

Methods for Constructing Artificial Neural Networks for Data Classification
by: L. V. Serebryanaya
Published: (2022-06-01)

Magnetic Resonance Imaging for Breast Cancer Classification Using Convolutional Neural Networks
by: Adiyah Mahiruna, et al.
Published: (2025-03-01)

Analysis of MSTAR Object Classification Features Extracted by a Deep Convolutional Neural Network
by: I. F. Kupryashkin
Published: (2025-05-01)

Concrete crack classification based on fourier image enhancement and convolutional neural network
by: Xiaoli Sun, et al.
Published: (2024-10-01)

Combining Convolutional Neural Networks for Fungi Classification
by: Anuruk Prommakhot, et al.
Published: (2024-01-01)

Enhancing Binary Convolutional Neural Networks for Hyperspectral Image Classification
by: Xuebin Tang, et al.
Published: (2024-11-01)

Multilayer Convolution Neural Network for the Classification of Mango Leaves Infected by Anthracnose Disease
by: Uday Pratap Singh, et al.
Published: (2019-01-01)

Betta Fish Identification System Based On Convolutional Neural Network
by: Gilang Ardhi Saputra, et al.
Published: (2024-11-01)

Model of Automatic Classification and Localization of Images
by: L. V. Serebryanaya, et al.
Published: (2019-05-01)

Ensembles of spectral-spatial convolutional neural network models for classifying soil types in hyperspectral images
by: N.A. Firsov, et al.
Published: (2023-10-01)

Detection of Apple Plant Diseases Using Leaf Images Through Convolutional Neural Network
by: Vibhor Kumar Vishnoi, et al.
Published: (2023-01-01)

Enhanced Comparative Analysis of Pretrained and Custom Deep Convolutional Neural Networks for Galaxy Morphology Classification
by: Tram Le, et al.
Published: (2025-03-01)

Generating Human-Interpretable Rules from Convolutional Neural Networks
by: Russel Pears, et al.
Published: (2025-03-01)

Convolutional neural network-based low light image enhancement method
by: J. Guo
Published: (2024-10-01)

An Improved Convolutional Neural Networks: Quantum Pseudo-Transposed Convolutional Neural Networks
by: Li Hai, et al.
Published: (2025-01-01)

Accelerating Brain MR Imaging With Multisequence and Convolutional Neural Networks
by: Zhanhao Mo, et al.
Published: (2024-11-01)

DMCCT: Dual-Branch Multi-Granularity Convolutional Cross-Substitution Transformer for Hyperspectral Image Classification
by: Laiying Fu, et al.
Published: (2024-10-01)

Alignment of color discrimination in humans and image segmentation networks
by: Pablo Hernández-Cámara, et al.
Published: (2024-10-01)

Time Series Classification Using Federated Convolutional Neural Networks and Image-Based Representations
by: Felipe A. R. Silva, et al.
Published: (2025-01-01)

Recommender System for Apparel Products Based on Image Recognition Using Convolutional Neural Networks
by: Chin-Chih Chang, et al.
Published: (2025-03-01)

ExShall-CNN: An Explainable Shallow Convolutional Neural Network for Medical Image Segmentation
by: Vahid Khalkhali, et al.
Published: (2025-02-01)

Deep convolutional neural network architecture for facial emotion recognition
by: Dayananda Pruthviraja, et al.
Published: (2024-12-01)

Enhancing malaria detection and classification using convolutional neural networks-vision transformer architecture
by: Emmanuel Ahishakiye, et al.
Published: (2025-06-01)