Ausgabe 6-7/2019
Special Issue: Deep Learning for Face Analysis
Inhalt (22 Artikel)
Editorial: Special Issue on Deep Learning for Face Analysis
Chen Change Loy, Xiaoming Liu, Tae-Kyun Kim, Fernando De la Torre, Rama Chellappa
Single-Shot Scale-Aware Network for Real-Time Face Detection
Shifeng Zhang, Longyin Wen, Hailin Shi, Zhen Lei, Siwei Lyu, Stan Z. Li
Hierarchical Attention for Part-Aware Face Detection
Shuzhe Wu, Meina Kan, Shiguang Shan, Xilin Chen
Real-Time 3D Head Pose Tracking Through 2.5D Constrained Local Models with Local Neural Fields
Stephen Ackland, Francisco Chiclana, Howell Istance, Simon Coupland
The Menpo Benchmark for Multi-pose 2D and 3D Facial Landmark Localisation and Tracking
Jiankang Deng, Anastasios Roussos, Grigorios Chrysos, Evangelos Ververas, Irene Kotsia, Jie Shen, Stefanos Zafeiriou
Face-Specific Data Augmentation for Unconstrained Face Recognition
Iacopo Masi, Anh Tuấn Trần, Tal Hassner, Gozde Sahin, Gérard Medioni
A Comprehensive Study on Center Loss for Deep Face Recognition
Yandong Wen, Kaipeng Zhang, Zhifeng Li, Yu Qiao
Large-Scale Bisample Learning on ID Versus Spot Face Recognition
Xiangyu Zhu, Hao Liu, Zhen Lei, Hailin Shi, Fan Yang, Dong Yi, Guojun Qi, Stan Z. Li
Learning Discriminative Aggregation Network for Video-Based Face Recognition and Person Re-identification
Yongming Rao, Jiwen Lu, Jie Zhou
Detecting and Mitigating Adversarial Perturbations for Robust Face Recognition
Gaurav Goswami, Akshay Agarwal, Nalini Ratha, Richa Singh, Mayank Vatsa
An Adversarial Neuro-Tensorial Approach for Learning Disentangled Representations
Mengjiao Wang, Zhixin Shu, Shiyang Cheng, Yannis Panagakis, Dimitris Samaras, Stefanos Zafeiriou
Wavelet Domain Generative Adversarial Network for Multi-scale Face Hallucination
Huaibo Huang, Ran He, Zhenan Sun, Tieniu Tan
Joint Face Hallucination and Deblurring via Structure Generation and Detail Enhancement
Yibing Song, Jiawei Zhang, Lijun Gong, Shengfeng He, Linchao Bao, Jinshan Pan, Qingxiong Yang, Ming-Hsuan Yang
Disentangling Geometry and Appearance with Regularised Geometry-Aware Generative Adversarial Networks
Linh Tran, Jean Kossaifi, Yannis Panagakis, Maja Pantic
Synthesis of High-Quality Visible Faces from Polarimetric Thermal Faces using Generative Adversarial Networks
He Zhang, Benjamin S. Riggan, Shuowen Hu, Nathaniel J. Short, Vishal M. Patel
Identity-Preserving Face Recovery from Stylized Portraits
Fatemeh Shiri, Xin Yu, Fatih Porikli, Richard Hartley, Piotr Koniusz
Deep Affect Prediction in-the-Wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond
Dimitrios Kollias, Panagiotis Tzirakis, Mihalis A. Nicolaou, Athanasios Papaioannou, Guoying Zhao, Björn Schuller, Irene Kotsia, Stefanos Zafeiriou
Deep, Landmark-Free FAME: Face Alignment, Modeling, and Expression Estimation
Feng-Ju Chang, Anh Tuan Tran, Tal Hassner, Iacopo Masi, Ram Nevatia, Gérard Medioni
Learning from Longitudinal Face Demonstration—Where Tractable Deep Modeling Meets Inverse Reinforcement Learning
Chi Nhan Duong, Kha Gia Quach, Khoa Luu, T. Hoang Ngan Le, Marios Savvides, Tien D. Bui