Improved self-calibration image enhancement algorithm based on attention mechanism and its application in maritime low-light images by Li SU, Shihao CUI

“…MethodAn attention mechanism is introduced to enhance the unevenly illuminated regions in low-light images to different degrees; an illumination adjustment module is constructed to secondary the intermediate outputs of the illumination learning process; a denoising module is introduced to ameliorate the problem of noise in dark regions being amplified with the enhancement of the brightness; and batch normalization (BN) is changed to batch channel normalization (BCN), which utilizes channel and batch dimensions to adaptively combine the normalized outputs. …”
Get full text

Metode Otsu dan Mathematical Morphology Dalam Segmentasi Region Karakter Plat Nomor Kendaraan by Yovi Apridiansyah, Rozali Toyib, Ardi Wijaya

“…This mathematical morphology method serves to read the character value of each pixel in the digital image which produces a comparison between the pixels in the image, so morphology techniques are appropriate when used to perform image processing in obtaining the region of the vehicle number plate. …”
Get full text

Cleaning images from impulse noise in a binary symmetrical channel by A. R. Orazaev

Get full text

New Approach to Dominant and Prominent Color Extraction in Images with a Wide Range of Hues by Yurii Kynash, Mariia Semeniv

Get full text

Efficient Brain Tumor Segmentation for MRI Images Using YOLO-BT by Mengying Xiong, Aiping Wu, Yue Yang, Qingqing Fu

“…The D-LKA mechanism is introduced into the C3k2 structure, and the large convolution kernel is used to process complex image information to enhance the model’s ability to characterize different scales and irregular tumors. …”
Get full text

Delimitation of Landslide Areas in Optical Remote Sensing Images Across Regions via Deep Transfer Learning by Zan Wang, Shengwen Qi, Yu Han, Bowen Zheng, Yu Zou, Yue Yang

“…Mask R-CNN and U-Net are the two most popular deep learning frameworks for image segmentation in computer vision. In this study, we systematically compare and evaluate the performance and adaptability of the Mask R-CNN and the U-Net models for delimiting landslide areas in optical remote sensing images with various resolutions across regions using statistical metrics. …”
Get full text

Image Segmentation Method for an Illumination Highlight Region of Interior Design Effects Based on the Partial Differential Equation by Lina Wang, Yaoming Liu, Zhike Qian

Get full text

Multi‐stage image inpainting using improved partial convolutions by Cheng Li, Dan Xu, Hao Zhang

“…Abstract In recent years, deep learning models have dramatically influenced image inpainting. However, many existing studies still suffer from over‐smoothed or blurred textures when missing regions are large or contain rich visual details. …”
Get full text

BREAST CANCER CAD SYSTEM BY USING TRANSFER LEARNING AND ENHANCED ROI by Muayed S AL-HUSEINY, Ahmed S SAJIT

Get full text

Chromospheric Jets and Their Properties by Ehsan Tavabi, Sima Zeighami

Get full text

A Machine Vision Method for Detecting Pineapple Fruit Mechanical Damage by Jiahao Li, Baofeng Mai, Tianhu Liu, Zicheng Liu, Zhaozheng Liang, Shuyang Liu

“…To address these challenges, this paper proposes a pineapple mechanical damage detection method based on machine vision, which segments the damaged region and calculates its area using multiple image processing algorithms. …”
Get full text

Identification of maize leaf diseases using red, green, blue-based images with convolutional neural network (CNN) and residual network (ResNet50) models by Basani Lammy Nkuna, Khaled Abutaleb, Johannes George Chirima, Solomon W. Newete, Adriaan Johannes van der Walt, Adolph Nyamugama

“…The data were processed to train and compare two deep learning models, CNNs and ResNet50. …”
Get full text

Cancers and Benign Processes on 68Ga PSMA PET-CT Imaging Other than Prostate Cancer by Pinar Pelin Ozcan, Mustafa Serdengectı, Zehra Pinar Koc, Yüksel Balcı, Mesut Tek, Murat Bozlu, Erdem Akbay, Vehbi Erçolak

“…Background Imaging plays an important role in the evaluation of prostate cancer patients. …”
Get full text

Non-Destructive Estimation of Moisture Percentage in Fired Red Brick Using Digital Image Processing and Artificial Intelligence by Andrés Pech-Pérez, Aida Alejandra Ricárdez-Montiel, Aida Andrea Pech-Ricárdez

Get full text

Automation of image processing through ML algorithms of GRASS GIS using embedded Scikit-Learn library of Python by Polina Lemenkova

“…A series of modules for raster image processing was applied using scripting language of GRASS GIS to process the remote sensing data. …”
Get full text

AFM Image Segmentation Based on Wave Growth of Local Maximum Regions with their Selection in Order of Decreasing Values by V. V. Rabtsevich, V. Y. Tsviatkou

“…Algorithms for growing regions without preliminary selection of the starting points of growth have the least computational complexity, but they segment the AFM image with a large error. …”
Get full text

Rip Current Identification in Optical Images Using Wavelet Transform by Hsu-Min Wang, Dong-Jiing Doong, Jian-Wu Lai

Get full text

Climatic influence on the lake drainage processes and vegetation dynamics in arid ecosystems of southern Africa by Lemenkova Polina

Get full text

Face Detection in a Video File Based on Matching Face Template by Maha Hasso, Shahad Hasso

“…The algorithm depends on the usage of technique to detect human face and select it in the video after segment it to set of color images, the technique includes two steps for image processing The first is for building a model for skin color, and an outline of the distribution of color and isolate areas of skin and non skin within the image, then identify areas of the skin. …”
Get full text

A modular and adaptable approach for automated morphological feature extraction in meibography images by Itziar Fernández, Andrea Novo-Diez, María J. González-García

Get full text