IEEE

Remote Sensing Image Detection Method Combining Dynamic Convolution and Attention Mechanism

Abstract: Small object detection in remote sensing images is challenging. Traditional CNN downsampling often leads to the loss of small object details and missed detections. This paper proposes an ...
IEEE

Ground-Based Remote Sensing Cloud Image Segmentation Using Convolution-MLP Network

Abstract: Recently, multilayer perceptron (MLPs)-based methods in computer vision have attracted much attention due to the ability of learning long-range dependencies. However, MLPs-based methods ...
Nature

Efficient real time small object detection framework in aerial images using edge awareness and dynamic convolution

We are providing an unedited version of this manuscript to give early access to its findings. Before final publication, the manuscript will undergo further editing. Please note there may be errors ...
Nature

Multi-scale fusion convolution network with progressive dilation for real-time salient object detection of surface defects on strip steel

In modern industrial production, accurate and efficient detection of strip-steel surface defects is critical for maintaining product quality and minimizing economic losses. With the rapid advancement ...