Beyond Face Rotation: Global and Local Perception GAN for Photorealistic and Identity Preserving Frontal View Synthesis

ICCV 2017 2 code implementations

This paper proposes a Two-Pathway Generative Adversarial Network (TP-GAN) for photorealistic frontal view synthesis by simultaneously perceiving global structures and local details.

FACE RECOGNITION

Dual-Attention GAN for Large-Pose Face Frontalization

17 Feb 20201 code implementation

Face frontalization provides an effective and efficient way for face data augmentation and further improves the face recognition performance in extreme pose scenario.

DATA AUGMENTATION FACE GENERATION FACE RECOGNITION SEMANTIC SEGMENTATION

To Frontalize or Not To Frontalize: Do We Really Need Elaborate Pre-processing To Improve Face Recognition?

16 Oct 20161 code implementation

If a CNN is intended to tolerate facial pose, then we face an important question: should this training data be diverse in its pose distribution, or should face images be normalized to a single pose in a pre-processing step?

FACE RECOGNITION

MicroExpNet: An Extremely Small and Fast Model For Expression Recognition From Face Images

19 Nov 20171 code implementation

On the other hand, KD is proved to be useful for model compression for the FER problem, and we discovered that its effects gets more and more significant with the decreasing model size.

FACIAL EXPRESSION RECOGNITION MODEL COMPRESSION

Frontal Low-rank Random Tensors for Fine-grained Action Segmentation

3 Jun 20191 code implementation

In this paper, we propose an approach to representing high-order information for temporal action segmentation via a simple yet effective bilinear form.

ACTION PARSING ACTION SEGMENTATION

COVID-19 Image Data Collection

25 Mar 20203 code implementations

This paper describes the initial COVID-19 open image data collection.

COVID-19 DIAGNOSIS

Face Alignment in Full Pose Range: A 3D Total Solution

2 Apr 20182 code implementations

In this paper, we propose to tackle these three challenges in an new alignment framework termed 3D Dense Face Alignment (3DDFA), in which a dense 3D Morphable Model (3DMM) is fitted to the image via Cascaded Convolutional Neural Networks.

3D POSE ESTIMATION DEPTH IMAGE ESTIMATION FACE ALIGNMENT FACE RECONSTRUCTION

Predicting COVID-19 Pneumonia Severity on Chest X-ray with Deep Learning

24 May 20201 code implementation

In this study, we present a severity score prediction model for COVID-19 pneumonia for frontal chest X-ray images.

Pose-Robust Face Recognition via Deep Residual Equivariant Mapping

CVPR 2018 1 code implementation

However, many contemporary face recognition models still perform relatively poor in processing profile faces compared to frontal faces.

FACE IDENTIFICATION FACE RECOGNITION FACE VERIFICATION ROBUST FACE RECOGNITION

ASTER: An Attentional Scene Text Recognizer with Flexible Rectification

good 2018 2 code implementations

SCENE text recognition has attracted great interest from the academia and the industry in recent years owing to its importance in a wide range of applications.

OPTICAL CHARACTER RECOGNITION SCENE TEXT SCENE TEXT RECOGNITION