Then, a functional module is designed to learn the mask quality of predicted instances in Mask R-CNN to calibrate the inconsistency between mask quality and mask score, thus to deal with the scale change of the
先利用mask-rcnn的detection结构检测人体(FPN+ROIAlign),之后利用... 查看原文 Cascaded Pyramid Network关键点检测 《Cascaded Pyramid Network for Multi-Person Pose Estimation》 概述: 论文提出级联金字塔网络(Cascaded Pyramid...推断被遮挡的关键点。RefineNet通过整合GlobalNet所有级别的特征来处理比较难识别的关键...
For segmenting the polyp region, the loss function used consists of a weighted binary cross-entropy loss Lbcew and a weighted cross-merge ratio lossLiouw, denoted Lsegw=Lbcew+Liouw to compute the loss between the predicted mask and the true mask (Wei et al., 2020). The formulas for ...
CAT-Seg outperforms the usage of Mask R-CNN as a 3D detection framework instead of SqueezeDeepLabv3+ in segmenting LV, and Myo by 0.8909%, and 0.3526% respectively. Also, it outperforms the combination of using Mask R-CNN with SqueezeDee- pLabv3+ in segmenting LV, Myo, and RV ...
Cascaded Pyramid Network for Multi-Person Pose Estimation 论文地址:https://arxiv.org/abs/1711.07319 旷视COCO Challenge 2017人体姿态估计冠军论文 文章核心提出一种使用自上而下的多人关键点估计方法。先利用mask-rcnn的detection结构检测人体(FPN+ROIAlign),之后利用...Deep...
In this paper, we propose a novel cascaded hierarchical CNN(CH-HandNet) for 2D hand pose estimation from a single color image. The CH-HandNet includes three modules, hand mask segmentation, preliminary 2D hand pose estimation, and hierarchical estimation. The first module obtains a hand mask ...
(printed or electronic) is also permitted. In this case, credit must be given to the publication: *Mask-pose Cascaded CNN for 2D Hand Pose Estimation from Single Color Image*. For any other use, including distribution outside your research group, written permission is required from Yangang ...
使用ROIAlign取代FPN中的ROIPling(参考Mask RCNN)3.2 CPN堆叠hourglass是一种流行的姿态评估方法,[27]堆叠了8个hourglass以增强姿态估计性能,这些hourglass是具有残差链接的上采样和下采样模块。堆叠策略在一定程度上起作用,但是我们发现仅仅堆叠两个hourglass就能获得足够的性能。3.2.1:GlobalNet我们使用resnet作为backbone...
类似于lifted structured feature embedding,构建图像 mini-batch 作为输入,例如,一个 mini-batch 内的 100 张图片是均匀地从 10 个不同的类别中随机采样得到的. 为了利用更多训练样本,采用[Learning a metric embedding for face recognition using the multibatch method] 的 mini-batch 方法,构建 min-batch 内的...
There are some native CUDA implementations,InPlace-ABNandMaskRCNN Operators, which must be compiled at the very start. #Before you compile, you need to figure out several things:#- The CUDA kernels supported by your GPU, here we use `sm_52`, `sm_61` and `sm_70` for NVIDIA Titan V...