MISL: Multi-grained image-text semantic learning for text-guided image inpainting

X Wu, K Zhao, Q Huang, Q Wang, Z Yang, G Hao - Pattern Recognition, 2024 - Elsevier
Text-guided image inpainting aims to generate corrupted image patches and obtain a
plausible image based on textual descriptions, considering the relationship between textual …

Global attention module and cascade fusion network for steel surface defect detection

G Liu, M Chu, R Gong, Z Zheng - Pattern Recognition, 2025 - Elsevier
Steel surface defect detection plays a pivotal role in contemporary society, ensuring quality
and safety in construction and manufacturing, reducing production costs, improving …

HairManip: High quality hair manipulation via hair element disentangling

H Zhao, L Zhang, PL Rosin, YK Lai, Y Wang - Pattern Recognition, 2024 - Elsevier
Hair editing is challenging due to the complexity and variety of hair materials and shapes.
Existing methods employ reference images or user-painted masks to edit hair and have …

Motion-guided semantic alignment for line art animation colorization

N Wang, W Wang, H Yang, H Zhang, Z Wang… - Pattern Recognition, 2025 - Elsevier
Line art animation colorization aims to colorize a sequence of line art frames with a
reference while ensuring semantic alignment across frames. Recent methods have utilized …

A New Method for Extracting Refined Sketches of Ancient Murals

Z Yu, S Lyu, M Hou, Y Sun, L Li - Sensors, 2024 - mdpi.com
Mural paintings, as the main components of painted cultural relics, have essential research
value and historical significance. Due to their age, murals are easily damaged. Obtaining …

Generating Photorealistic Images from Human-Generated Sketches: A GAN-based Synthesis Approach for Enhanced Visual Realism

M Hasan, AH Zillanee… - 2024 6th International …, 2024 - ieeexplore.ieee.org
In the realm of advancing AI, the creation of lifelike images from sketches holds significant
intrigue. Our proposed methodology employs Generative Adversarial Networks (GANs) to …

Intelligent enhancement of ancient Chinese murals based on multi-scale parallel structure

Y Ge - MATEC Web of Conferences, 2024 - matec-conferences.org
Ancient mural artwork preserves the historical background and cultural customs of that time
through intricate details and bright colors. However, after the natural environment and man …

Generative adversarial networks via a composite annealing of noise and diffusion

K Nakamura, S Korman, BW Hong - Pattern Recognition, 2024 - Elsevier
Generative adversarial network (GAN) is a framework for generating fake data using a set of
real examples. However, GAN is unstable in the training stage. In order to stabilize GANs …

Multi-scale Generation and Discrimination for Sketch Extraction of Painted Cultural Relics

S Cui, Z Gui, X Hou, S Peng… - 2023 2nd International …, 2023 - ieeexplore.ieee.org
Sketches of painted cultural relics can accurately represent the main content and outline
structure of painted images, providing convenience for researchers studying ancient culture …

A Method for Labeling Flaking Disease on Ancient Murals Based on Gradient Trainable Gabor and Channel Attention Mechanism

Y Li, G Li, K Yu, J Liang, C Liu, Y He… - 2023 2nd International …, 2023 - ieeexplore.ieee.org
Disease labeling is usually the first step to protect and repair mural relics scientifically and
effectively. The most common method for disease labeling at present is manual mapping of …