Detecting infrared small targets lacking texture and shape information in cluttered environments is extremely challenging. With the development of deep learning, convolutional neural network (CNN)-based methods have achieved promising results generic object detection. However, existing CNN-based with pooling layers may lose and, thus, cannot be directly applied for target To overcome this probl...