Results 121 to 130 of about 7,061 (200)

Efficient Wheat Disease Identification Using Hybrid Swin-SHARP Vision Model

IEEE Access
Accurate identification of wheat diseases is an essential component for increasing crop yields and guaranteeing global food security. However, subjective opinions, errors, and laborious procedures frequently limit traditional approaches, which are based ...
Waqar Khalid, Yazeed Alkhrijah, Syed Muhammad Usman, Shehzad Khalid   +3 more
doaj   +1 more source

Architectural Scalability and Attention Stabilization for Robust Impulsive Acoustic Spectrogram Classification Using Swin Transformer V2

IEEE Access
Impulsive acoustic event classification based on spectrogram representations remains challenging due to the non-stationary and broadband characteristics of transient signals.
Pafan Doungpaisan, Peerapol Khunarsa
doaj   +1 more source

Attention-Guided Swin Transformer for Retinal Disease Classification in Fundus Images Using Self-Distillation Mechanism

ITEGAM-JETIA
Organizing systems which detect retinal diseases in fundus images face difficulties because of the existence of minute visual details alongside overlapping medical patterns.
S. Saranya, Pr. Buvaneswari, P. Kavipriya, J. Velumani, Helina Rajini Suresh, U. Harita   +5 more
doaj   +1 more source

Swin Transformer Fusion Network for Image Quality Assessment

IEEE Access
This paper presents an efficient deep-learning model named Swin Transformer fusion network (STFN) for full-reference image quality assessment (FR-IQA). The STFN model uses the first and second stages of the Swin Transformer for feature extraction.
Hyeongmyeon Kim, Changhoon Yim
doaj   +1 more source

A novel object detection algorithm based on Swin Transformer. [PDF]

Sci Rep
Qian Y, Zhang Z, Wang B, Wu W.
europepmc   +1 more source

DTF-STCANet: A Dual Time-Frequency Swin Transformer and ConvNeXt Attention Network for Heart Sound Classification. [PDF]

Diagnostics (Basel)
Bilen MN, Çelik FM, Kobat MA, Demir F.
europepmc   +1 more source

Editorial Note: Small object detection algorithm incorporating swin transformer for tea buds. [PDF]

PLoS One
PLOS One Editors.
europepmc   +1 more source

A multi-task and explainable swin transformer framework for cross-scale computational pathology in gastrointestinal cancer. [PDF]

Front Oncol
Feng QC, Yang T, Guo HL, Wang XY.
europepmc   +1 more source

Hand gesture 3D pose estimation method based on swin transformer and CNN. [PDF]

Sci Rep
Dang R, Feng G.
europepmc   +1 more source

HyCoSwin-PD: An explainable hybrid ConvNeXtV2-Swin transformer framework for Parkinson's disease detection from neuroimaging. [PDF]

MethodsX
Awasthi V, Kumar H, Tiwari M, Rawat BS, Sharma BK, Singh S, Agarwal R.   +6 more
europepmc   +1 more source