Results 61 to 70 of about 77,868 (177)

Lumbar and pelvic CT image segmentation based on cross-scale feature fusion and linear self-attention mechanism

Scientific Reports
The lumbar spine and pelvis are critical stress-bearing structures of the human body, and their rapid and accurate segmentation plays a vital role in clinical diagnosis and intervention.
Chaofan Li, Liping Chen, Qiong Liu, Jinnan Teng   +3 more
doaj   +1 more source

SAGNet: Small-Target Attention Guided Network for Urban Remote Sensing Image Real-Time Segmentation

IEEE Access
High-precision real-time segmentation of urban remote sensing (URS) images is crucial for emergency response such as urban flood warning and fire spread monitoring.
Shasha Ren, Xiaodong Zhang
doaj   +1 more source

A cognitive deep learning approach for medical image processing

Scientific Reports
In ophthalmic diagnostics, achieving precise segmentation of retinal blood vessels is a critical yet challenging task, primarily due to the complex nature of retinal images.
Hussam N. Fakhouri, Sadi Alawadi, Feras M. Awaysheh, Fahed Alkhabbas, Jamal Zraqou   +4 more
doaj   +1 more source

Few-shot segmentation based on multi-level and cross-scale clustering

Connection Science
The problem of image segmentation with few-shot learning is addressed in this paper, which is a challenging task due to the lack of sufficient high-precision annotated data.
Shuai Yuan, Junhai Qiu, Hongxia Xu, Yan Zhang, Jiaxing Zhang   +4 more
doaj   +1 more source

Segmentation Of Natural Images Using Scale-Space Representations: A Linear And A Non-Linear Approach

, 2002
Publication in the conference proceedings of EUSIPCO, Toulouse, France ...
Pierre Vandergheynst, Oscar Divorra Escoda, Ana Petrovic   +2 more
openaire   +2 more sources

Plant Height Estimation in Corn Fields Based on Column Space Segmentation Algorithm

Agriculture
Plant genomics have progressed significantly due to advances in information technology, but phenotypic measurement technology has not kept pace, hindering plant breeding.
Huazhe Zhang, Nian Liu, Juan Xia, Lejun Chen, Shengde Chen   +4 more
doaj   +1 more source

Retinal Blood Vessel Segmentation by Means of Scale-Space Analysis and Region Growing [PDF]

, 1999
M. Elena Martínez-Pérez, Alun D. Hughes, Alice Stanton, Simon Thom, Anil A. Bharath, Kim H. Parker   +5 more
openalex   +1 more source

Paint Loss Detection and Segmentation Based on YOLO: An Improved Model for Ancient Murals and Color Paintings

Heritage
Paint loss is one of the major forms of deterioration in ancient murals and color paintings, and its detection and segmentation are critical for subsequent restoration efforts.
Yunsheng Chen, Aiwu Zhang, Jiancong Shi, Feng Gao, Juwen Guo, Ruizhe Wang   +5 more
doaj   +1 more source

SA-UMamba: Spatial attention convolutional neural networks for medical image segmentation.

PLoS ONE
Medical image segmentation plays an important role in medical diagnosis and treatment. Most recent medical image segmentation methods are based on a convolutional neural network (CNN) or Transformer model.
Lei Liu, Zhao Huang, Shuai Wang, Jun Wang, Baosen Liu   +4 more
doaj   +1 more source

Nonlinear Diffusion Scale-Space and Fast Marching Level Sets for Segmentation of MR Imagery and Volume Estimation of Stroke Lesions [PDF]

, 2003
Jerod Weinman, George Bissias, Joseph Horowitz, Edward M. Riseman, Allen R. Hanson   +4 more
openalex   +1 more source