Semantic segmentation network stacking with genetic programming

I Bakurov, M Buzzelli, R Schettini, M Castelli… - … and Evolvable Machines, 2023 - Springer
Semantic segmentation consists of classifying each pixel of an image and constitutes an
essential step towards scene recognition and understanding. Deep convolutional encoder …

[HTML][HTML] Multi-Resolution Learning and Semantic Edge Enhancement for Super-Resolution Semantic Segmentation of Urban Scene Images

R Shu, S Zhao - Sensors, 2024 - mdpi.com
Super-resolution semantic segmentation (SRSS) is a technique that aims to obtain high-
resolution semantic segmentation results based on resolution-reduced input images. SRSS …

Stealthiness Assessment of Adversarial Perturbation: From A Visual Perspective

H Liu, Y Zhou, Y Yang, Q Zhao… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Assessing the stealthiness of adversarial perturbations is challenging due to the lack of
appropriate evaluation metrics. Existing evaluation metrics, eg, L p norms or Image Quality …

An optimization-based family of predictive, fusion-based models for full-reference image quality assessment

D Varga - Journal of Imaging, 2023 - mdpi.com
Given the reference (distortion-free) image, full-reference image quality assessment (FR-
IQA) algorithms seek to assess the perceptual quality of the test image. Over the years, many …

On the Nature of the Phenotype in Tree Genetic Programming

W Banzhaf, I Bakurov - Proceedings of the Genetic and Evolutionary …, 2024 - dl.acm.org
In this contribution, we discuss the basic concepts of genotypes and phenotypes in tree-
based GP (TGP), and then analyze their behavior using five real-world datasets. We show …

Discovering reduced order model equations of many-body quantum systems using genetic programming: a technical report

I Bakurov, P Giuliani, K Godbey, N Haut… - arXiv preprint arXiv …, 2024 - arxiv.org
In this technical report we present first results of applying Genetic Programming (GP) to
obtain equations for constructing reduced order models of quantum systems, with a …

A Feature-Oriented Reconstruction Method for Surface-Defect Detection on Aluminum Profiles

S Tang, Y Zhang, Z Jin, J Lu, H Li, J Yang - Applied Sciences, 2023 - mdpi.com
The number of defect samples on the surface of aluminum profiles is small, and the
distribution of abnormal visual features is dispersed, such that the existing supervised …

An Improved Low-Overhead Secure Image Compression over Wireless Multimedia Sensor Network

T Pal, S Das Bit - Wireless Personal Communications, 2023 - Springer
Due to inherent limitations in processing power, storage, and bandwidth, multimedia data
processing is a challenge in wireless multimedia sensor network (WMSN). Also, protection …

Image Quality Assessment: Exploring Regional Heterogeneity via Response of Adaptive Multiple Quality Factors in Dictionary Space

X Lan, M Zhou, J Yan, X Wei, Y Huang… - arXiv preprint arXiv …, 2024 - arxiv.org
Given that the factors influencing image quality vary significantly with scene, content, and
distortion type, particularly in the context of regional heterogeneity, we propose an adaptive …