Results 71 to 80 of about 26,776 (176)

Face Recognition with Siamese Networks

Journal of Physics: Conference Series
Abstract Face recognition method is a common problem in modern Internet life. In this paper, face recognition will be designed based on Siamese network. The traditional methods have some problems, such as being greatly affected by environmental factors, insufficient processing of individual differences, lack of robustness and ...
Yuxin Niu, Zhongsheng Wang
openaire   +1 more source

Comparative Analysis of Deep Learning-Based Feature Extractors for Change Detection in Automotive Radar Maps

IEEE Access
The Siamese network architecture has been applied by deep learning practitioners to find similarities between images. In the domain of autonomous driving, this network configuration has recently gained attention for solving the change detection task ...
Harihara Bharathy Swaminathan, Aron Sommer, Uri Iurgel, Andreas Becker, Martin Atzmueller   +4 more
doaj   +1 more source

Summarization of Spanish Talk Shows with Siamese Hierarchical Attention Networks

Applied Sciences, 2019
In this paper, we present an approach to Spanish talk shows summarization. Our approach is based on the use of Siamese Neural Networks on the transcription of the show audios.
J.-A. González, L.-F. Hurtado, E. Segarra, F. García-Granada, E. Sanchis   +4 more
doaj   +1 more source

Contextual interaction siamese network for few-shot hyperspectral image classification

Geo-spatial Information Science
In recent years, Convolutional Neural Networks (CNNs) and Vision Transformers (ViTs) have achieved significant progress in Hyperspectral Image (HSI) classification.
Qinhan Zhang, Hai Xiao, Jun Liu, Zhenfeng Shao, Zhihui Wang, Yingying Peng, Huali Li   +6 more
doaj   +1 more source

Video-Based Person Re-Identification by an End-To-End Learning Architecture with Hybrid Deep Appearance-Temporal Feature

Sensors, 2018
Video-based person re-identification is an important task with the challenges of lighting variation, low-resolution images, background clutter, occlusion, and human appearance similarity in the multi-camera visual sensor networks.
Rui Sun, Qiheng Huang, Miaomiao Xia, Jun Zhang   +3 more
doaj   +1 more source

DEEP LEARNING FOR OFFLINE SIGNATURE VERIFICATION: A NOVEL MULTI-CHANNEL FEATURE FUSION NETWORK

Journal of Intelligent Systems and Applied Data Science
This paper addresses the critical challenge of offline signature verification, a task crucial for authenticating documents and identities. Existing deep learning approaches, primarily deep metric learning with Siamese networks and two-channel ...
Anuradha Kasangottuwar, Harshal Hemane
doaj   +1 more source

Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM. [PDF]

J Imaging, 2023
Livieris IE, Pintelas E, Kiriakidou N, Pintelas P.   +3 more
europepmc   +1 more source

Siamese Network for Fake Item Detection

, 2023
Currently, most multimedia users choose to purchase items through e-commerce. Nevertheless, one of the main concerns of online shopping is the possibility of obtaining counterfeit products. Therefore, it is crucial to monitor the product's authenticity, thus adopting an automatic mechanism to validate the similarity between the purchased item and the ...
Erica Coppolillo, Daniela Gallo, Angelica Liguori, Simone Mungari, Ettore Ritacco, Giuseppe Manco   +5 more
openaire   +2 more sources

Self-supervised representation learning using feature pyramid siamese networks for colorectal polyp detection. [PDF]

Sci Rep, 2023
Gan T, Jin Z, Yu L, Liang X, Zhang H, Ye X.   +5 more
europepmc   +1 more source

Enhancing Feature Detection and Matching in Low-Pixel-Resolution Hyperspectral Images Using 3D Convolution-Based Siamese Networks. [PDF]

Sensors (Basel), 2023
Perera CJ, Premachandra C, Kawanaka H.
europepmc   +1 more source