4 papers
Semi-supervised 2D Human Pose Estimation via Adaptive Keypoint Masking
Kexin Meng, Ruirui Li, Daguang Jiang
Human pose estimation is a fundamental and challenging task in computer vision. Larger-scale and more accurate keypoint annotations, while helpful for improving the accuracy of sup…
Tucker Bilinear Attention Network for Multi-scale Remote Sensing Object Detection
Tao Chen, Ruirui Li, Jiafeng Fu +1
Object detection on VHR remote sensing images plays a vital role in applications such as urban planning, land resource management, and rescue missions. The large-scale variation of…
Agreement or Disagreement in Noise-tolerant Mutual Learning?
Jiarun Liu, Daguang Jiang, Yukun Yang +1
Deep learning has made many remarkable achievements in many fields but suffers from noisy labels in datasets. The state-of-the-art learning with noisy label method Co-teaching and…
Swin Transformer coupling CNNs Makes Strong Contextual Encoders for VHR Image Road Extraction
Tao Chen, Yiran Liu, Haoyu Jiang +1
Accurately segmenting roads is challenging due to substantial intra-class variations, indistinct inter-class distinctions, and occlusions caused by shadows, trees, and buildings. T…