5 papers · 1 filter
Unsupervised Style-based Explicit 3D Face Reconstruction from Single Image
Heng Yu, Zoltan A. Milacski, Laszlo A. Jeni
Inferring 3D object structures from a single image is an ill-posed task due to depth ambiguity and occlusion. Typical resolutions in the literature include leveraging 2D or 3D grou…
DyLiN: Making Light Field Networks Dynamic
Heng Yu, Joel Julin, Zoltan A. Milacski +2
Light Field Networks, the re-formulations of radiance fields to oriented rays, are magnitudes faster than their coordinate network counterparts, and provide higher fidelity with re…
PLU-Net: Extraction of multi-scale feature fusion
Weihu Song
Deep learning algorithms have achieved remarkable results in medical image segmentation in recent years. These networks are unable to handle with image boundaries and details with…
Patch Network for medical image Segmentation
Weihu Song, Heng Yu, Jianhua Wu
Accurate and fast segmentation of medical images is clinically essential, yet current research methods include convolutional neural networks with fast inference speed but difficult…
Non-pooling Network for medical image segmentation
Weihu Song, Heng Yu
Existing studies tend tofocus onmodel modifications and integration with higher accuracy, which improve performance but also carry huge computational costs, resulting in longer det…