- Adaptive Wing Loss for Robust Face Alignment via Heatmap ...🔍
- Attentive One|Dimensional Heatmap Regression for Facial ...🔍
- Adversarial Stacking Ensemble for Facial Landmark Tracking🔍
- Is regression based method better than heatmap based? #7🔍
- Deep Recurrent Regression with a Heatmap Coupling Module for ...🔍
- Cong Liang🔍
- Facial Landmarks Localization using Cascaded Neural Networks🔍
- Branched convolutional neural networks incorporated with Jacobian ...🔍
Attentive One|Dimensional Heatmap Regression for Facial ...
Adaptive Wing Loss for Robust Face Alignment via Heatmap ...
output one predicted heatmap for each landmark, respectively. An ... Two-stage con- volutional part heatmap regression for the 1st 3d face align-.
Attentive One-Dimensional Heatmap Regression for Facial ...
To address this, we propose a novel attentive one-dimensional heatmap regression method for facial landmark localization. First, we predict two groups of 1D ...
Adversarial Stacking Ensemble for Facial Landmark Tracking
Related · Attentive One-Dimensional Heatmap Regression for Facial Landmark Detection and Tracking · Capturing Spatial and Temporal Patterns for Facial Landmark ...
Is regression based method better than heatmap based? #7 - GitHub
The reason why I initially chose regression method is that inference speed is what I really care about most. Personally, I guess one-hot mask ( ...
Deep Recurrent Regression with a Heatmap Coupling Module for ...
Attentive One-Dimensional Heatmap Regression for Facial Landmark Detection and Tracking. In: 28th ACM International Conference on Multimedia; 2020. p. 538 ...
Cong Liang - Google Scholar
Attentive one-dimensional heatmap regression for facial landmark detection and tracking. S Yin, S Wang, X Chen, E Chen, C Liang. Proceedings of the 28th ACM ...
Attentive one-dimensional heatmap regression for facial landmark detection and tracking. S Yin, S Wang, X Chen, E Chen, C Liang. Proceedings of the 28th ACM ...
Facial Landmarks Localization using Cascaded Neural Networks
The CCNN consists of base CNNs, preceding the cascaded heatmap subnetwork (CHCNN) esti- mating the heatmaps, and the cascaded regression CNN (CRCNN) refining.
Branched convolutional neural networks incorporated with Jacobian ...
Bulat and Tzimiropoulos (2016) proposed two-stage convolutional part heatmap regression to solve 3D facial landmark detection problem. Afterwards, they ...
An improved boundary-aware face alignment using stacked dense ...
The proposed method consists of two stages: a boundary heatmap estimation stage to learn the facial boundary lines and a facial landmark ...
johnbhlm/face-align: facial landmark detection & face ... - GitHub
AWing： Adaptive Wing Loss for Robust Face Alignment via Heatmap Regression ... RAR：Robust facial land- mark detection via recurrent attentive-refinement networks ...
Survey on Loss for Heatmap Regression : r/deeplearning - Reddit
Most papers on facial landmark detection with heatmaps talk about MSE, so my quick and dirty model implemented it. I tried the ce loss to see if ...
An Efficient Coarse-to-Fine Facial Landmark Detection Network
The heatmap regression method predicts individual coordi- nate points one by one. Although this final prediction result is more accurate, there ...
Facial Anatomical Landmark Detection using Regularized Transfer ...
Current deep learning-based heatmap regression methods designed for facial landmark detection in natural images assume availability of large ...
Better initialization for regression-based face alignment
Regression-based face alignment algorithms predict facial landmarks by iteratively updating an initial shape, and hence are always limited by the initialization ...
One is that current approaches implicitly assume that facial ... Joint action unit local- isation and intensity estimation through heatmap regression.
A Simple Coordinate Classification Perspective for Human Pose ...
... heatmap regression for bottom-up human pose estimation. ... Attentive one-dimensional heatmap regression for facial landmark detection and tracking (2020)
Facial Landmark Detection - Wiley Online Library
Attentive one-dimensional heatmap regression for facial landmark detection and tracking . ACM International Conference on Multimedia , 538 ...
SD-HRNet: Slimming and Distilling High-Resolution Network for ...
... model to jointly learn the deep feature extraction and facial landmark heatmap regression. ... facial landmark detection via recurrent attentive ...
A Self-Diversified Multi-Channel Attention For Facial Action Analysis
convincing and which one is not ... Region of interest based graph convolution: A heatmap regression approach for action unit detection.