A Flatter Loss for Bias Mitigation in Cross-Dataset Facial Age Estimation
Ali Akbari,
Muhammad Awais,
Zhenhua Feng,
Ammarah Farooq,
Josef Kittler
![Responsive image](/icpr/media/video_thumbnails/12173.jpg)
Auto-TLDR; Cross-dataset Age Estimation for Neural Network Training
Similar papers
Age Gap Reducer-GAN for Recognizing Age-Separated Faces
Daksha Yadav, Naman Kohli, Mayank Vatsa, Richa Singh, Afzel Noore
![Responsive image](/icpr/media/video_thumbnails/12105.jpg)
Auto-TLDR; Generative Adversarial Network for Age-separated Face Recognition
Abstract Slides Poster Similar
Deep Ordinal Regression with Label Diversity
Axel Berg, Magnus Oskarsson, Mark Oconnor
![Responsive image](/icpr/media/video_thumbnails/11180.jpg)
Auto-TLDR; Discrete Regression via Classification for Neural Network Learning
SATGAN: Augmenting Age Biased Dataset for Cross-Age Face Recognition
Wenshuang Liu, Wenting Chen, Yuanlue Zhu, Linlin Shen
![Responsive image](/icpr/media/video_thumbnails/11005.jpg)
Auto-TLDR; SATGAN: Stable Age Translation GAN for Cross-Age Face Recognition
Abstract Slides Poster Similar
Learning Natural Thresholds for Image Ranking
Somayeh Keshavarz, Quang Nhat Tran, Richard Souvenir
![Responsive image](/icpr/media/thumbnails/2300_FI.pdf.jpg)
Auto-TLDR; Image Representation Learning and Label Discretization for Natural Image Ranking
Abstract Slides Poster Similar
Attribute-Based Quality Assessment for Demographic Estimation in Face Videos
Fabiola Becerra-Riera, Annette Morales-González, Heydi Mendez-Vazquez, Jean-Luc Dugelay
![Responsive image](/icpr/media/video_thumbnails/11575.jpg)
Auto-TLDR; Facial Demographic Estimation in Video Scenarios Using Quality Assessment
How Unique Is a Face: An Investigative Study
Michal Balazia, S L Happy, Francois Bremond, Antitza Dantcheva
![Responsive image](/icpr/media/video_thumbnails/11727.jpg)
Auto-TLDR; Uniqueness of Face Recognition: Exploring the Impact of Factors such as image resolution, feature representation, database size, age and gender
Abstract Slides Poster Similar
Deep Gait Relative Attribute Using a Signed Quadratic Contrastive Loss
Yuta Hayashi, Shehata Allam, Yasushi Makihara, Daigo Muramatsu, Yasushi Yagi
![Responsive image](/icpr/media/thumbnails/2322_FI.pdf.jpg)
Auto-TLDR; Signal-Contrastive Loss for Gait Attributes Estimation
Rank-Based Ordinal Classification
![Responsive image](/icpr/media/video_thumbnails/11853.jpg)
Auto-TLDR; Ordinal Classification with Order
Abstract Slides Poster Similar
SSDL: Self-Supervised Domain Learning for Improved Face Recognition
Samadhi Poornima Kumarasinghe Wickrama Arachchilage, Ebroul Izquierdo
![Responsive image](/icpr/media/video_thumbnails/11859.jpg)
Auto-TLDR; Self-supervised Domain Learning for Face Recognition in unconstrained environments
Abstract Slides Poster Similar
HP2IFS: Head Pose Estimation Exploiting Partitioned Iterated Function Systems
Carmen Bisogni, Michele Nappi, Chiara Pero, Stefano Ricciardi
![Responsive image](/icpr/media/video_thumbnails/12543.jpg)
Auto-TLDR; PIFS based head pose estimation using fractal coding theory and Partitioned Iterated Function Systems
Abstract Slides Poster Similar
DAIL: Dataset-Aware and Invariant Learning for Face Recognition
Gaoang Wang, Chen Lin, Tianqiang Liu, Mingwei He, Jiebo Luo
![Responsive image](/icpr/media/video_thumbnails/11866.jpg)
Auto-TLDR; DAIL: Dataset-Aware and Invariant Learning for Face Recognition
Abstract Slides Poster Similar
InsideBias: Measuring Bias in Deep Networks and Application to Face Gender Biometrics
Ignacio Serna, Alejandro Peña Almansa, Aythami Morales, Julian Fierrez
![Responsive image](/icpr/media/video_thumbnails/11303.jpg)
Auto-TLDR; InsideBias: Detecting Bias in Deep Neural Networks from Face Images
Abstract Slides Poster Similar
Learning Semantic Representations Via Joint 3D Face Reconstruction and Facial Attribute Estimation
Zichun Weng, Youjun Xiang, Xianfeng Li, Juntao Liang, Wanliang Huo, Yuli Fu
![Responsive image](/icpr/media/video_thumbnails/12055.jpg)
Auto-TLDR; Joint Framework for 3D Face Reconstruction with Facial Attribute Estimation
Abstract Slides Poster Similar
Learning Emotional Blinded Face Representations
Alejandro Peña Almansa, Julian Fierrez, Agata Lapedriza, Aythami Morales
![Responsive image](/icpr/media/video_thumbnails/11283.jpg)
Auto-TLDR; Blind Face Representations for Emotion Recognition
Abstract Slides Poster Similar
The Aleatoric Uncertainty Estimation Using a Separate Formulation with Virtual Residuals
Takumi Kawashima, Qing Yu, Akari Asai, Daiki Ikami, Kiyoharu Aizawa
![Responsive image](/icpr/media/video_thumbnails/11013.jpg)
Auto-TLDR; Aleatoric Uncertainty Estimation in Regression Problems
Quality-Based Representation for Unconstrained Face Recognition
Nelson Méndez-Llanes, Katy Castillo-Rosado, Heydi Mendez-Vazquez, Massimo Tistarelli
![Responsive image](/icpr/media/video_thumbnails/11654.jpg)
Auto-TLDR; activation map for face recognition in unconstrained environments
Learning Disentangled Representations for Identity Preserving Surveillance Face Camouflage
Jingzhi Li, Lutong Han, Hua Zhang, Xiaoguang Han, Jingguo Ge, Xiaochu Cao
![Responsive image](/icpr/media/video_thumbnails/12062.jpg)
Auto-TLDR; Individual Face Privacy under Surveillance Scenario with Multi-task Loss Function
Hybrid Approach for 3D Head Reconstruction: Using Neural Networks and Visual Geometry
Oussema Bouafif, Bogdan Khomutenko, Mohammed Daoudi
![Responsive image](/icpr/media/video_thumbnails/12097.jpg)
Auto-TLDR; Recovering 3D Head Geometry from a Single Image using Deep Learning and Geometric Techniques
Abstract Slides Poster Similar
A Cross Domain Multi-Modal Dataset for Robust Face Anti-Spoofing
Qiaobin Ji, Shugong Xu, Xudong Chen, Shan Cao, Shunqing Zhang
![Responsive image](/icpr/media/video_thumbnails/11377.jpg)
Auto-TLDR; Cross domain multi-modal FAS dataset GREAT-FASD and several evaluation protocols for academic community
Abstract Slides Poster Similar
High Resolution Face Age Editing
Xu Yao, Gilles Puy, Alasdair Newson, Yann Gousseau, Pierre Hellier
![Responsive image](/icpr/media/video_thumbnails/11920.jpg)
Auto-TLDR; An Encoder-Decoder Architecture for Face Age editing on High Resolution Images
Abstract Slides Poster Similar
Detection of Makeup Presentation Attacks Based on Deep Face Representations
Christian Rathgeb, Pawel Drozdowski, Christoph Busch
![Responsive image](/icpr/media/video_thumbnails/11267.jpg)
Auto-TLDR; An Attack Detection Scheme for Face Recognition Using Makeup Presentation Attacks
Abstract Slides Poster Similar
3D Facial Matching by Spiral Convolutional Metric Learning and a Biometric Fusion-Net of Demographic Properties
Soha Sadat Mahdi, Nele Nauwelaers, Philip Joris, Giorgos Bouritsas, Imperial London, Sergiy Bokhnyak, Susan Walsh, Mark Shriver, Michael Bronstein, Peter Claes
![Responsive image](/icpr/media/video_thumbnails/11056.jpg)
Auto-TLDR; Multi-biometric Fusion for Biometric Verification using 3D Facial Mesures
Building Computationally Efficient and Well-Generalizing Person Re-Identification Models with Metric Learning
Vladislav Sovrasov, Dmitry Sidnev
![Responsive image](/icpr/media/video_thumbnails/10912.jpg)
Auto-TLDR; Cross-Domain Generalization in Person Re-identification using Omni-Scale Network
Cross-spectrum Face Recognition Using Subspace Projection Hashing
Hanrui Wang, Xingbo Dong, Jin Zhe, Jean-Luc Dugelay, Massimo Tistarelli
![Responsive image](/icpr/media/video_thumbnails/10909.jpg)
Auto-TLDR; Subspace Projection Hashing for Cross-Spectrum Face Recognition
Abstract Slides Poster Similar
Deep Multi-Task Learning for Facial Expression Recognition and Synthesis Based on Selective Feature Sharing
Rui Zhao, Tianshan Liu, Jun Xiao, P. K. Daniel Lun, Kin-Man Lam
![Responsive image](/icpr/media/video_thumbnails/11391.jpg)
Auto-TLDR; Multi-task Learning for Facial Expression Recognition and Synthesis
Abstract Slides Poster Similar
Cam-Softmax for Discriminative Deep Feature Learning
Tamas Suveges, Stephen James Mckenna
![Responsive image](/icpr/media/video_thumbnails/11591.jpg)
Auto-TLDR; Cam-Softmax: A Generalisation of Activations and Softmax for Deep Feature Spaces
Abstract Slides Poster Similar
Deep Top-Rank Counter Metric for Person Re-Identification
Chen Chen, Hao Dou, Xiyuan Hu, Silong Peng
![Responsive image](/icpr/media/video_thumbnails/11179.jpg)
Auto-TLDR; Deep Top-Rank Counter Metric for Person Re-identification
Abstract Slides Poster Similar
Attentive Hybrid Feature Based a Two-Step Fusion for Facial Expression Recognition
Jun Weng, Yang Yang, Zichang Tan, Zhen Lei
![Responsive image](/icpr/media/video_thumbnails/11643.jpg)
Auto-TLDR; Attentive Hybrid Architecture for Facial Expression Recognition
Abstract Slides Poster Similar
Video Face Manipulation Detection through Ensemble of CNNs
Nicolo Bonettini, Edoardo Daniele Cannas, Sara Mandelli, Luca Bondi, Paolo Bestagini, Stefano Tubaro
![Responsive image](/icpr/media/video_thumbnails/11467.jpg)
Auto-TLDR; Face Manipulation Detection in Video Sequences Using Convolutional Neural Networks
Self-Supervised Learning of Dynamic Representations for Static Images
Siyang Song, Enrique Sanchez, Linlin Shen, Michel Valstar
![Responsive image](/icpr/media/video_thumbnails/11036.jpg)
Auto-TLDR; Facial Action Unit Intensity Estimation and Affect Estimation from Still Images with Multiple Temporal Scale
Abstract Slides Poster Similar
PROPEL: Probabilistic Parametric Regression Loss for Convolutional Neural Networks
Muhammad Asad, Rilwan Basaru, S M Masudur Rahman Al Arif, Greg Slabaugh
![Responsive image](/icpr/media/video_thumbnails/10892.jpg)
Auto-TLDR; PRObabilistic Parametric rEgression Loss for Probabilistic Regression Using Convolutional Neural Networks
Pose-Robust Face Recognition by Deep Meta Capsule Network-Based Equivariant Embedding
Fangyu Wu, Jeremy Simon Smith, Wenjin Lu, Bailing Zhang
![Responsive image](/icpr/media/video_thumbnails/12603.jpg)
Auto-TLDR; Deep Meta Capsule Network-based Equivariant Embedding Model for Pose-Robust Face Recognition
Face Image Quality Assessment for Model and Human Perception
Ken Chen, Yichao Wu, Zhenmao Li, Yudong Wu, Ding Liang
![Responsive image](/icpr/media/video_thumbnails/11212.jpg)
Auto-TLDR; A labour-saving method for FIQA training with contradictory data from multiple sources
Abstract Slides Poster Similar
Identifying Missing Children: Face Age-Progression Via Deep Feature Aging
Debayan Deb, Divyansh Aggarwal, Anil Jain
![Responsive image](/icpr/media/video_thumbnails/12518.jpg)
Auto-TLDR; Aging Face Features for Missing Children Identification
ClusterFace: Joint Clustering and Classification for Set-Based Face Recognition
Samadhi Poornima Kumarasinghe Wickrama Arachchilage, Ebroul Izquierdo
![Responsive image](/icpr/media/video_thumbnails/11059.jpg)
Auto-TLDR; Joint Clustering and Classification for Face Recognition in the Wild
Abstract Slides Poster Similar
Multi-Attribute Regression Network for Face Reconstruction
![Responsive image](/icpr/media/video_thumbnails/11747.jpg)
Auto-TLDR; A Multi-Attribute Regression Network for Face Reconstruction
Abstract Slides Poster Similar
Meta Soft Label Generation for Noisy Labels
![Responsive image](/icpr/media/video_thumbnails/11736.jpg)
Auto-TLDR; MSLG: Meta-Learning for Noisy Label Generation
Abstract Slides Poster Similar
Angular Sparsemax for Face Recognition
![Responsive image](/icpr/media/video_thumbnails/12153.jpg)
Auto-TLDR; Angular Sparsemax for Face Recognition
Abstract Slides Poster Similar
Lightweight Low-Resolution Face Recognition for Surveillance Applications
Yoanna Martínez-Díaz, Heydi Mendez-Vazquez, Luis S. Luevano, Leonardo Chang, Miguel Gonzalez-Mendoza
![Responsive image](/icpr/media/video_thumbnails/11520.jpg)
Auto-TLDR; Efficiency of Lightweight Deep Face Networks on Low-Resolution Surveillance Imagery
Abstract Slides Poster Similar
An Unsupervised Approach towards Varying Human Skin Tone Using Generative Adversarial Networks
Debapriya Roy, Diganta Mukherjee, Bhabatosh Chanda
![Responsive image](/icpr/media/video_thumbnails/12180.jpg)
Auto-TLDR; Unsupervised Skin Tone Change Using Augmented Reality Based Models
Abstract Slides Poster Similar
Beyond Cross-Entropy: Learning Highly Separable Feature Distributions for Robust and Accurate Classification
Arslan Ali, Andrea Migliorati, Tiziano Bianchi, Enrico Magli
![Responsive image](/icpr/media/video_thumbnails/12057.jpg)
Auto-TLDR; Gaussian class-conditional simplex loss for adversarial robust multiclass classifiers
Abstract Slides Poster Similar
Local-Global Interactive Network for Face Age Transformation
Jie Song, Ping Wei, Huan Li, Yongchi Zhang, Nanning Zheng
![Responsive image](/icpr/media/video_thumbnails/11998.jpg)
Auto-TLDR; A Novel Local-Global Interaction Framework for Long-span Face Age Transformation
Abstract Slides Poster Similar
Face Anti-Spoofing Using Spatial Pyramid Pooling
Lei Shi, Zhuo Zhou, Zhenhua Guo
![Responsive image](/icpr/media/video_thumbnails/11103.jpg)
Auto-TLDR; Spatial Pyramid Pooling for Face Anti-Spoofing
Abstract Slides Poster Similar
Face Anti-Spoofing Based on Dynamic Color Texture Analysis Using Local Directional Number Pattern
Junwei Zhou, Ke Shu, Peng Liu, Jianwen Xiang, Shengwu Xiong
![Responsive image](/icpr/media/video_thumbnails/11365.jpg)
Auto-TLDR; LDN-TOP Representation followed by ProCRC Classification for Face Anti-Spoofing
Abstract Slides Poster Similar
Multi-Label Contrastive Focal Loss for Pedestrian Attribute Recognition
Xiaoqiang Zheng, Zhenxia Yu, Lin Chen, Fan Zhu, Shilong Wang
![Responsive image](/icpr/media/video_thumbnails/11763.jpg)
Auto-TLDR; Multi-label Contrastive Focal Loss for Pedestrian Attribute Recognition
Abstract Slides Poster Similar
A Quantitative Evaluation Framework of Video De-Identification Methods
Sathya Bursic, Alessandro D'Amelio, Marco Granato, Giuliano Grossi, Raffaella Lanzarotti
![Responsive image](/icpr/media/video_thumbnails/11603.jpg)
Auto-TLDR; Face de-identification using photo-reality and facial expressions
Abstract Slides Poster Similar
Joint Face Alignment and 3D Face Reconstruction with Efficient Convolution Neural Networks
Keqiang Li, Huaiyu Wu, Xiuqin Shang, Zhen Shen, Gang Xiong, Xisong Dong, Bin Hu, Fei-Yue Wang
![Responsive image](/icpr/media/video_thumbnails/11715.jpg)
Auto-TLDR; Mobile-FRNet: Efficient 3D Morphable Model Alignment and 3D Face Reconstruction from a Single 2D Facial Image
Abstract Slides Poster Similar
Probability Guided Maxout
Claudio Ferrari, Stefano Berretti, Alberto Del Bimbo
![Responsive image](/icpr/media/video_thumbnails/11657.jpg)
Auto-TLDR; Probability Guided Maxout for CNN Training
Abstract Slides Poster Similar