[HTML][HTML] DCAT: Dual cross-attention-based transformer for change detection

Y Zhou, C Huo, J Zhu, L Huo, C Pan - Remote Sensing, 2023 - mdpi.com
Several transformer-based methods for change detection (CD) in remote sensing images
have been proposed, with Siamese-based methods showing promising results due to their …

[HTML][HTML] OSLPNet: A neural network model for street lamp post extraction from street view imagery

T Zhang, J Dai, W Song, R Zhao, B Zhang - Expert Systems with …, 2023 - Elsevier
Quickly and accurately obtaining street lamp post information has great application value in
smart city construction and automatic vehicle navigation. However, the existing deep …

ETGC2-net: an enhanced transformer and graph convolution combined network for landslide detection

S Fan, Y Fu, W Li, H Bai, Y Jiang - Natural Hazards, 2024 - Springer
Landslide detection is one of the crucial tasks in geological hazard prevention and control.
Accurate detection and prediction of landslide areas contribute to taking appropriate …

Few-shot Semantic Segmentation via Perceptual Attention and Spatial Control

G Shi, W Zhu, Y Wu, D Zhao, K Zheng… - Proceedings of the 32nd …, 2024 - dl.acm.org
Few-shot semantic segmentation (FSS) aims to locate pixels of unseen classes with clues
from a few labeled samples. Recently, thanks to profound prior knowledge, diffusion models …

PPTtrack: Pyramid pooling based Transformer backbone for visual tracking

J Wang, S Yang, Y Wang, G Yang - Expert Systems with Applications, 2024 - Elsevier
Abstract In visual tracking, Convolutional Neural Network (CNN) is usually used as feature
extractor, and can fully explore local dependencies of image blocks, which is help for …

[HTML][HTML] Satellite Image Time-Series Classification with Inception-Enhanced Temporal Attention Encoder

Z Zhang, W Zhang, Y Meng, Z Zhao, P Tang, H Li - Remote Sensing, 2024 - mdpi.com
In this study, we propose a one-branch IncepTAE network to extract local and global hybrid
temporal attention simultaneously and congruously for fine-grained satellite image time …

Dual-stage temporal perception network for continuous sign language recognition

Z Huang, W Xue, Y Zhou, J Sun, Y Wu, T Yuan… - The Visual …, 2024 - Springer
Continuous sign language recognition (CSLR) aims to identify a sequence of glosses from a
sign language video with only a sentence-level label provided in a weakly supervised way …

Vehicle detection algorithm based on improved RT-DETR

Y Wang, S Xu, P Wang, L Liu, YS Li, Z Song - The Journal of …, 2025 - Springer
Vehicle detection algorithms are integral to intelligent traffic management and AI-assisted
driving systems. However, the complexity and variability of traffic scenarios present …

To-Former: semantic segmentation of transparent object with edge-enhanced transformer

J Chen, W Su, M Ge, Y He, J Yu - The Visual Computer, 2024 - Springer
Transparent objects are widely present in our daily environment. The precise semantic
segmentation of transparent objects is crucial for enhancing the perception and …

Accurate colorectal cancer detection using a random hinge exponential distribution coupled attention network on pathological images

E Bharath, RV Raja, K Kalaivanan, V Deshpande - Abdominal Radiology, 2025 - Springer
Colorectal cancer (CRC) is one of the most common and deadly forms of cancer worldwide,
necessitating accurate and early detection to improve treatment outcomes. Traditional …