Results 1 to 10 of about 27,000 (122)

Siamese Networks for Clinically Relevant Bacteria Classification Based on Raman Spectroscopy [PDF]

Molecules
Identifying bacterial strains is essential in microbiology for various practical applications, such as disease diagnosis and quality monitoring of food and water.
Jhonatan Contreras, Sara Mostafapour, Jürgen Popp, Thomas Bocklitz   +3 more
doaj   +4 more sources

Siamese Networks-Based People Tracking Using Template Update for 360-Degree Videos Using EAC Format [PDF]

Sensors, 2021
Rich information is provided by 360-degree videos. However, non-uniform geometric deformation caused by sphere-to-plane projection significantly decreases tracking accuracy of existing trackers, and the huge amount of data makes it difficult to achieve ...
Kuan-Chen Tai, Chih-Wei Tang
doaj   +2 more sources

SiamFT: An RGB-Infrared Fusion Tracking Method via Fully Convolutional Siamese Networks

IEEE Access, 2019
Object tracking based on visible images may fail when the visible images are unreliable, for example when the illumination condition is poor. Infrared images reveal thermal radiation of objects and are insensitive to these factors.
Xingchen Zhang, Ping Ye, Shengyun Peng, Jun Liu, Ke Gong, Gang Xiao   +5 more
doaj   +3 more sources

Integrating Egocentric and Robotic Vision for Object Identification Using Siamese Networks and Superquadric Estimations in Partial Occlusion Scenarios [PDF]

Biomimetics
This paper introduces a novel method that enables robots to identify objects based on user gaze, tracked via eye-tracking glasses. This is achieved without prior knowledge of the objects’ categories or their locations and without external markers.
Elisabeth Menendez, Santiago Martínez, Fernando Díaz-de-María, Carlos Balaguer   +3 more
doaj   +2 more sources

Closing the Performance Gap between Siamese Networks for Dissimilarity Image Classification and Convolutional Neural Networks [PDF]

Sensors, 2021
Loris Nanni, Sheryl Brahnam, Alessandra Lumini   +2 more
exaly   +2 more sources

MASNET: IMPROVE PERFORMANCE OF SIAMESE NETWORKS WITH MUTUAL-ATTENTION FOR REMOTE SENSING CHANGE DETECTION TASKS [PDF]

ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2022
Siamese networks are widely used for remote sensing change detection tasks. A vanilla siamese network has two identical feature extraction branches which share weights, these two branches work independently and the feature maps are not fused until about ...
H. Zhou, H. Zhou, Y. Ren, Y. Ren, Q. Li, J. Yin, Y. Lin   +6 more
doaj   +1 more source

TransSiamUNet based transformer-augmented Siamese-U-Net for precise change detection in satellite imagery [PDF]

Scientific Reports
Identifying changes in satellite images is vital for tasks like tracking land cover and land use, evaluating disaster impacts, and conducting military surveillance.
Farid Ali, Soha Safwat Labib, Ayat Mahmoud, Ibrahim Eldesouky Fattoh   +3 more
doaj   +2 more sources

Weakly supervised localization model for plant disease based on Siamese networks [PDF]

Frontiers in Plant Science
Jianwen Guo
exaly   +2 more sources

SiamOT: An Improved Siamese Network with Online Training for Visual Tracking

Sensors, 2022
As a prevailing solution for visual tracking, Siamese networks manifest high performance via convolution neural networks and weight-sharing schemes.
Xiaomei Gong, Yuxin Zhou, Yi Zhang
doaj   +1 more source

Inverted Residual Siamese Visual Tracking With Feature Crossing Network

IEEE Access, 2021
Siamese networks based visual tracking has recently drawn great attention due to their superior representation and tracking accuracy. However, the backbone networks and prediction networks still cannot fully take advantage of features from modern deep ...
Feng Zhang, Xiaoyan Qian, Lei Han, Yi Shen   +3 more
doaj   +1 more source