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Searching Adaptive Architecture for Efficient Facial Landmark ...


PicassoNet: Searching Adaptive Architecture for Efficient Facial ...

Abstract: Since recent facial landmark localization methods achieve satisfying accuracy, few of them enable fast inference speed, which, ...

Searching Adaptive Architecture for Efficient Facial Landmark ...

Index Terms—Facial landmark localization, learnable group convolution, network architecture search (NAS). I. INTRODUCTION. FACIAL landmark localization aims to ...

PicassoNet: Searching Adaptive Architecture for Efficient Facial ...

Since recent facial landmark localization methods achieve satisfying accuracy, few of them enable fast inference speed, which, however, ...

Robust Facial Landmark Detection via Occlusion-Adaptive Deep ...

The architecture of Occlusion-adaptive Deep Networks (ODN). Our proposed ODN ... Face alignment by coarse-to-fine shape searching. In. IEEE Conference ...

Facial Landmark Detection - Papers With Code

Facial Landmark Detection is a computer vision task that involves detecting and localizing specific points or landmarks on a face, such as the eyes, nose, ...

Towards occlusion-robust facial landmark localization - ScienceDirect

We propose a new network that utilizes facial structure to address occlusion problem. · A component localization module is designed to coarsely ...

face-landmark-detection/mobilefacenet - Towhee

MobileFaceNets is a class of extremely efficient CNN models to extract 68 landmarks from a facial image. It use less than 1 million parameters.

johnbhlm/face-align: facial landmark detection & face ... - GitHub

CVPR 2017 · The menpo facial landmark localisation challenge: A step towards the solution --- paper · TSR:A Deep Regression Architecture with Two-Stage Re- ...

Adaptive Weighted Face Alignment by Multi‐Scale Feature and ...

In this paper, we develop a facial landmark detection model aided by offset prediction to constrain the global shape. First, the hybrid ...

Precise facial landmark detection by Dynamic Semantic Aggregation ...

However, in most existing landmark detectors, all samples are trained by a predefined model architecture and share the same computational path.

Region-Aware Deep Feature-Fused Network for Robust Facial ...

In facial landmark localization, facial region initialization usually plays an important role in guiding the model to learn critical face ...

An Anchor-based Facial Landmark Detector Across Large Poses

Shuf-. fleNet V2: Practical Guidelines for Efficient CNN Architec- ture Design. ... Robust. Facial Landmark Detection via Occlusion-Adaptive Deep. Networks.

Combining CNNs and Markov-like Models for Facial Landmark ...

The accurate localization of facial landmarks is essential for several tasks, including face recognition, head pose estimation, ...

Robust face alignment via adaptive attention-based graph ...

In addition, to reduce the influence of occlusion parts on the other landmarks and improve the working efficiency, we apply the preprocessing ...

Robust Facial Landmark Detection via a Fully-Convolutional Local ...

PicassoNet: Searching Adaptive Architecture for Efficient Facial Landmark Localization. Article. Apr 2022. Tiancheng Wen · Zhonggan Ding · Yongqiang Yao ...

My Paper Reading List For Facial Landmark Detection - Qiang Zhang

To split the search space, we propose a set of anchor templates as references for regression, which well addresses the large variations of face ...

Fiducial Focus Augmentation for Facial Landmark Detection - arXiv

To effectively utilize the newly proposed augmentation technique, we employ a Siamese architecture-based training mechanism with a Deep ...

An awesome face technology repository. - GitHub

2020-10-02 · “Look Ma, no landmarks!” – Unsupervised, Model-based Dense Face Alignment · Hierarchical Face Aging through Disentangled Latent Characteristics · Semi ...

Landmark‐Based Facial Feature Construction and Action Unit ...

After obtaining the three-dimensional coordinates of 68 facial landmarks using the CE-CLM algorithm, the complete facial information features ...

Multi-timescale boosting for efficient and improved event camera ...

... Searching adaptive architecture for efficient facial landmark localization, IEEE Trans. Neural Netw. Learn. Syst. (2022) 1–12. Google Scholar. [66]. Wu Y., Ji ...