A survey of recent advances in analysis of skin images

P Gupta, J Nirmal, N Mehendale - Evolutionary Intelligence, 2024 - Springer
Skin disorders significantly impact quality of life, necessitating advanced diagnostic tools.
Machine Learning (ML) and Deep Learning (DL), particularly Convolutional Neural …

[HTML][HTML] Non-square grids: A new trend in imaging and modeling?

P Magillo - Computer Science Review, 2025 - Elsevier
The raster format of images and data is commonly intended as a synonymous of a square
grid. Indeed, the square is not the only shape that can tessellate the plane. Other grids are …

Clinical-inspired skin lesions recognition based on deep hair removal with multi-level feature fusion

L Tan, H Wu, J Zhu, Y Liang, J Xia - Pattern Recognition, 2025 - Elsevier
Hair in dermoscopy images often obscures critical lesion details, reducing the accuracy of
automated diagnostic systems. Hair removal techniques are used to eliminate hair, restore …

Color Face Image Generation with Improved Generative Adversarial Networks

YH Chang, PH Chung, YH Chai, HW Lin - Electronics, 2024 - mdpi.com
This paper focuses on the development of an improved Generative Adversarial Network
(GAN) specifically designed for generating color portraits from sketches. The construction of …

A survey on computer vision approaches for automated classification of skin diseases

P Gupta, J Nirmal, N Mehendale - Multimedia Tools and Applications, 2024 - Springer
Skin diseases are a significant concern for public health, demanding accurate diagnosis for
effective treatment. However, traditional diagnostic methods often suffer from subjectivity …

Skin Lesion Segmentation through Generative Adversarial Networks with Global and Local Semantic Feature Awareness.

R Zou, J Zhang, Y Wu - Electronics (2079-9292), 2024 - search.ebscohost.com
The accurate segmentation of skin lesions plays an important role in the diagnosis and
treatment of skin cancers. However, skin lesion areas are rich in details and local features …

[PDF][PDF] Development of Skin Lesion Classification System Based on Watershed Algorithm and Custom CNN

K Ramanjaneyulu, NL Gayathri, P Asha, V Sangeetha… - Development, 2024 - ijmit.org
Skin cancer poses a substantial health threat worldwide, underscoring the importance of
timely identification and precise categorization for effective treatment. This paper presents a …