Study of single image dehazing algorithm based on propagated filtering and minimum color channels by Hong-zhong TANG, Xiao-gang ZHANG, Ling ZHU, Hua CHEN, Xiang WANG, Xiao LI

“…To solve the challenging problem that the edge regions of image have some remained hazes and blackspots,a novel image dehazing algorithm was proposed based on the minimal color channel and propagated filtering.Firstly,an initial atmospheric transmission map was obtained by double-area filtering,then a minimal channel color was introduced as a reference image,and the propagated filtering was combined to optimize the initial atmospheric transmission map.Optimized transmission have the similar edge characteristics as the referenced image,so the deviation of transmission estimation can be effectively avoided for the edge pixels in the depth mutated regions,and the redundant texture information were removed in the initial transmission map.Finally,L-BFGS was used to restore atmospheric light,and the haze-free image can be recovered based on the atmospheric scattering model.Experimental results show that proposed algorithm has the more accurate transmission estimation for the depth mutated edge regions of image,so the recovered image effectively preserves the edges and details in the depth mutated regions,and has better spatial smoothness in the uniform depth regions.The recovered haze-free image with proposed method has a better sharpness and richer color degree.…”
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A Pair of Fluorescent Probes Enabling Precise Diagnosis of Liver Cancer by Complementary Imaging by Min Gao, Sun Hyeok Lee, Haw-Young Kwon, Larissa Miasiro Ciaramicoli, Eunsol Jo, Young Hyun Yu, Fengming Li, Beomsue Kim, Kyungtae Hong, Jun-Seok Lee, Namhui Kim, Yoojin Oh, Chun Young Im, Chris Soon Heng Tan, Hyung-Ho Ha, Young-Tae Chang

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Research on Image Recognition of Building Wall Design Defects Based on Partial Differential Equation by Xiwen Yu, Kai Wang, Shaoxuan Wang

“…Collect the image data of building surface defects, sample and quantify the collected images, and preprocess the defect images such as digital threshold segmentation, filtering, and enhancement. …”
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AquaYOLO: Enhancing YOLOv8 for Accurate Underwater Object Detection for Sonar Images by Yanyang Lu, Jingjing Zhang, Qinglang Chen, Chengjun Xu, Muhammad Irfan, Zhe Chen

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Bidimensional Increment Entropy for Texture Analysis: Theoretical Validation and Application to Colon Cancer Images by Muqaddas Abid, Muhammad Suzuri Hitam, Rozniza Ali, Hamed Azami, Anne Humeau-Heurtier

Subjects: “…biomedical imaging…”
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Dual medical image watermarking using SRU-enhanced network and EICC chaotic map by Fei Yan, Zeqian Wang, Kaoru Hirota

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Weighted and Well-Balanced Nonlinear TV-Based Time-Dependent Model for Image Denoising by Khursheed Alam, Alka Chauhan, Santosh Kumar

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Comparison of Deep-Learning-Based Segmentation Models: Using Top View Person Images by Imran Ahmed, Misbah Ahmad, Fakhri Alam Khan, Muhammad Asif

“…Image segmentation is considered as a key research topic in the area of computer vision. …”
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Fluorescence Lifetime Imaging of NAD(P)H in Patients’ Lymphocytes: Evaluation of Efficacy of Immunotherapy by Diana V. Yuzhakova, Daria A. Sachkova, Anna V. Izosimova, Konstantin S. Yashin, Gaukhar M. Yusubalieva, Vladimir P. Baklaushev, Artem M. Mozherov, Vladislav I. Shcheslavskiy, Marina V. Shirmanova

“…Fluorescence lifetime imaging microscopy (FLIM) is a powerful, non-destructive tool that enables direct monitoring of cellular metabolism on a label-free basis with a potential to resolve metabolic rearrangements in immune cells associated with their reactivity. …”
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Geometric phase analysis of magnetic skyrmion lattices in Lorentz transmission electron microscopy images by Thibaud Denneulin, András Kovács, Raluca Boltje, Nikolai S. Kiselev, Rafal E. Dunin-Borkowski

“…Geometric phase analysis (GPA) is a Fourier-based image processing method that is used to measure deformation fields in high resolution transmission electron microscopy (TEM) images of crystalline materials. …”
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Mispositioned Hydrus Microstents: A Case Series Imaged with NIDEK GS-1 Gonioscope by Daniel Laroche, Alexander Martin, Aaron Brown, Sohail Sakkari, Chester Ng

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Something Old and Something New—A Pilot Study of Shrinkage and Modern Imaging Devices by Josephine V. W. Hearing, Raymund E. Horch, Rafael Schmid, Carol I. Geppert, Maximilian C. Stumpfe

“…Despite its widespread use, modern imaging has recently enabled detailed observation of shrinkage’s effects on tissue temperature and oxygenation. …”
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Lightweight Multi-Scale Network for Segmentation of Riverbank Sand Mining Area in Satellite Images by Hongyang Zhang, Shuo Liu, Huamei Liu

“…Image segmentation methods based on AI technology are gradually becoming popular in academia and industry. …”
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Hardware Architecture for Real-Time Computation of Image Component Feature Descriptors on a FPGA by Abdul Waheed Malik, Benny Thörnberg, Muhammad Imran, Najeem Lawal

“…This paper describes a hardware architecture for real-time image component labeling and the computation of image component feature descriptors. …”
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A lightweight multi scale fusion network for IGBT ultrasonic tomography image segmentation by Meng Song, Zhaoba Wang, Youxing Chen, Ya Li, Yong Jin, Bei Jia

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Angularly Resolved Deep Brain Fluorescence Imaging Using a Single Optical Fiber by Israel J. De La Rosa, Mehdi Azimipour, Patrick K. Cullen, Fred J. Helmstetter, Ramin Pashaie

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Solar Cell Defects Detection Based on Photoluminescence Images and Upgraded YOLOv5 Model by Gengcong Xu, Jinhua Huang, Weidong Gong, Jiahui Teng

“…In this paper, photoluminescence (PL) imaging is used to visualize SC defects, based on which a detection method based on the YOLOv5 model is explored. …”
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Real-Time Multichannel Imaging Framework for Endoscopy, Catheters, and Fixed Geometry Intraoperative Systems by Rahul A. Sheth, Rabi Upadhyay, Ralph Weissleder, Umar Mahmood

“…Molecular Imaging…”
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Diagnostic Imaging for Distal Extremity Injuries in Direct Access Physical Therapy: An Observational Study by Michael S Crowell, John S Mason, Jamie B Morris, Max K Dummar, Paul A Kuwik

“… # Methods The Agfa Impax Client 6 image viewing software (IMPAX) was searched from 2014 to 2018 for patients with diagnostic imaging ordered for foot/ankle and wrist/hand injuries. …”
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A Secure Image Steganography Using Shark Smell Optimization and Edge Detection Technique by Omar Y. Abdulhammed, Pshtiwan J. Karim, Dashne R. Arif, Twana S. Ali, Avin O. Abdalrahman, Arkan A. Saffer

“…The experimental outcomes appreciated utilizing several image fitness appreciation fashion, it displays best hiding ability, achieve higher image quality with least standard of deformation and provide altitude standard of secrecy, also the results shows that the suggested method exceeds previous approaches in idioms of the PSNSR, MSE also demonstrate that the mystery information cannot be retrieved of the stego image without realizing the algorithms and the values of parameters that are used in hidden process …”
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