no code implementations • 7 Nov 2018 • Yukun Tian, Yiming Lei, Junping Zhang, James Z. Wang
We propose a novel framework, the Pan-Density Network (PaDNet), for pan-density crowd counting.
no code implementations • 30 Oct 2018 • Yiming Lei, Yukun Tian, Hongming Shan, Junping Zhang, Ge Wang, Mannudeep Kalra
Therefore, CAM and Grad-CAM cannot provide optimal interpretation for lung nodule categorization task in low-dose CT images, in that fine-grained pathological clues like discrete and irregular shape and margins of nodules are capable of enhancing sensitivity and specificity of nodule classification with regards to CNN.