Real-Time Image Semantic Segmentation Based on Improved DeepLabv3+ Network by Peibo Li, Jiangwu Zhou, Xiaohua Xu

“…To improve the performance of the image semantic segmentation algorithm and make the algorithm achieve a better balance between accuracy and real-time performance when segmenting images, this paper proposes a real-time image semantic segmentation model based on an improved DeepLabv3+ network. …”
Get full text

Fast and Robust Image Encryption Scheme Based on Quantum Logistic Map and Hyperchaotic System by Nehal Abd El-Salam Mohamed, Aliaa Youssif, Hala Abdel-Galil El-Sayed

“…So, to ensure the security of digital image, an image encryption algorithm based on combining a hyperchaotic system and quantum 3D logistic map is proposed. …”
Get full text

Design of a Communication Device of Infrared Thermal Imaging Target Recognition and Tracking System by Le Zhang, Jinsong Wang, Zhiyong An

“…This paper designs a communication device architecture for an infrared thermal imaging target recognition and tracking system and optimizes and compares different target recognition and tracking algorithms. …”
Get full text

High-Precision Reconstruction of Water Areas Based on High-Resolution Stereo Pairs of Satellite Images by Junyan Ye, Ruiqiu Xu, Yixiao Wang, Xu Huang

“…Furthermore, the algorithm still achieves excellent reconstruction results when processing different types of water areas, confirming its wide applicability in real-world scenarios.…”
Get full text

Hyperchaotic System-Based PRNG and S-Box Design for a Novel Secure Image Encryption by Erman Özpolat, Vedat Çelik, Arif Gülten

“…The decryption process successfully restored the original images, confirming the encryption scheme’s reliability. …”
Get full text

Segmentation of Spatial Crack Structures in Concrete by Deep Learning Enabling Image Based Characterization by Anna Nowacka, Katja Schladitz, Szymon Grzesiak, Matthias Pahn

Get full text

Hyperparameter tuned deep learning-driven medical image analysis for intracranial hemorrhage detection. by Naif Almakayeel, E Laxmi Lydia, Oleg Razzhivin, S Rama Sree, Mohammed Altaf Ahmed, Bibhuti Bhusan Dash, S P Siddique Ibrahim

“…To increase the efficiency of the EfficientNet method, the hyperparameter tuning process is performed by utilizing the chimp optimizer algorithm (COA) method. …”
Get full text

A novel pythonic paradigm for image encryption using axis-aligned bounding boxes by Abdulbasid Banga, Akifa Abbas, Danish Ali, Nisreen Innab, Ala Saleh Alluhaidan, Nadeem Iqbal, Hossam Diab

“…This research introduces a novel image encryption algorithm designed to safeguard the integrity and confidentiality of sensitive gray-scale digital images. …”
Get full text

From Physically Based to Generative Models: A Survey on Underwater Image Synthesis Techniques by Lucas Amparo Barbosa, Antonio Lopes Apolinario

“…Given the complexity of capturing data from the sea and the large variability of environmental components (depth, distance, suspended particles, turbidity, etc.), synthesized underwater scenes can provide relevant data to improve image processing algorithms and computer vision tasks. …”
Get full text

Diagnosis of Bearing Defects based on the Analysis of Vibration Images Using the RKEM SIFT Descriptor Method by Zohreh Hashempour, Hamed Agahi, Azar Mahmoodzadeh

“…Different from other classical one-dimensional signal processing methods, the proposed method of this paper converts one-dimensional vibration signals into two-dimensional signal (image), then image processing methods are used to analyze the image signal in order to classify the defects that have occurred. arrive at the bearing. …”
Get full text

Surface Clay and Mineral Exploration Using Hyperspectral Imaging: Advanced Techniques for Geospatial Analysis by S. Raut, N. Andure, A. Kadam, A. Dongare, A. Fulari, G. M. Sayyad, S. B. Sayyad, S. K. Shaikh, S. Sawant

“…This research investigates the application of hyperspectral imaging (HSI) for surface clay and mineral exploration, specifically targeting kaolin, hematite, saponite, and illite in the Udaipur region of Rajasthan, India an area known for its complex and diverse mineralogy. …”
Get full text

Framelet transform based edge detection for straight line detection from remote sensing images by Vidhya Rangasamy, Sulochana Subramaniam

“… Edge detection has been widely used as a pre-processing step for image processing applications such as region segmentation, feature extraction and object boundary description. …”
Get full text

Multi-Level Thresholding Color Image Segmentation Using Modified Gray Wolf Optimizer by Pei Hu, Yibo Han, Zheng Zhang

“…The performance of MGWO is compared with other color image segmentation algorithms on ten images from the BSD500 dataset in terms of objective values, variance, signal-to-noise ratio (PSNR), structural similarity index measure (SSIM), and feature similarity index (FSIM). …”
Get full text

Non-uniform Fourier transform based image classification in single-particle Cryo-EM by ZiJian Bai, Jian Huang

“…In contrast, the non-uniform Fourier transform provides more direct and accurate computation of rotation-invariant features without the need for interpolation in the computation process. Leveraging the capabilities of the non-uniform discrete Fourier transform (NUDFT), we have developed an algorithm for the rotation-invariant classification. …”
Get full text

A Partial Differential Equation-Based Image Restoration Method in Environmental Art Design by Chen Li

“…Image restoration, as an important branch of image processing, can be applied to real-life situations such as pixel loss in image transmission or network prone to packet loss. …”
Get full text

Data Hiding Method Based on Graph Coloring and Pixel Block‘s Correlation in Color Image by G. Ghadimi, M. Nejati Jahromi, E. Ghaemi Ghaemi, A. H. Heydari

“…This method grows thesecurity and capacity of hiding process. Besides, this increases the effects of image format andcorrelation threshold on security and capacity.…”
Get full text

Decision Making Support System for the Diagnostics of the Cardiovascular System Pathologies by the X-ray Images of the Chest by A. G. Radzhabov

“…One of the most impor tant issues in solving the problems of automating the classification of medical images is data preparation. As a result of work on the image base, the performance of the final algorithm has been increased from 75 to 95 %. …”
Get full text

LC-TMNet: learned lossless medical image compression with tunable multi-scale network by Hengrui Liao, Yue Li

“…Recent studies have demonstrated that this approach outperforms traditional compression algorithms. However, existing methods have yet to adequately address the issue of inaccurate probabilistic estimation by neural networks when processing edge or complex textured regions. …”
Get full text

A robust low‐rank tensor completion model with sparse noise for higher‐order data recovery by Min Wang, Zhuying Chen, Shuyi Zhang

Get full text

SeedSeg: image-based transgenic seed counting for segregation analysis of T-DNA loci by Santiago Hernández, Vivian Zhong, Jennifer A. N. Brophy

“…Results To expedite T-DNA segregation analysis, we developed SeedSeg, an image analysis tool that uses a segmentation algorithm to count the number of transformed and wild-type seeds in an image. …”
Get full text