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Kinship verification using facial photographs captured in the wild is difficult area of research in the science of computer vision. It might be used for a variety of applications, including image annotation and searching for missing…

计算机视觉与模式识别 · 计算机科学 2023-12-19 Ammar chouchane , Mohcene Bessaoudi , Abdelmalik Ouamane

Facial Kinship Verification is the task of determining the degree of familial relationship between two facial images. It has recently gained a lot of interest in various applications spanning forensic science, social media, and demographic…

计算机视觉与模式识别 · 计算机科学 2023-02-21 Nazim Bendib

One of the unsolved challenges in the field of biometrics and face recognition is Kinship Verification. This problem aims to understand if two people are family-related and how (sisters, brothers, etc.) Solving this problem can give rise to…

计算机视觉与模式识别 · 计算机科学 2018-09-25 Eran Dahan , Yosi Keller

Kinship verification and kinship retrieval are emerging tasks in computer vision. Kinship verification aims at determining whether two facial images are from related people or not, while kinship retrieval is the task of retrieving possible…

计算机视觉与模式识别 · 计算机科学 2020-05-26 Tuan-Duy H. Nguyen , Huu-Nghia H. Nguyen , Hieu Dao

Kinship verification is a well-explored task: identifying whether or not two persons are kin. In contrast, kinship identification has been largely ignored so far. Kinship identification aims to further identify the particular type of…

计算机视觉与模式识别 · 计算机科学 2020-08-25 Wei Wang , Shaodi You , Sezer Karaoglu , Theo Gevers

This paper is a brief report to our submission to the Recognizing Families In the Wild Data Challenge (4th Edition), in conjunction with FG 2020 Forum. Automatic kinship recognition has attracted many researchers' attention for its full…

计算机视觉与模式识别 · 计算机科学 2020-06-02 Zhipeng Luo , Zhiguang Zhang , Zhenyu Xu , Lixuan Che

Kinship verification is the task of determining whether a parent-child, sibling, or grandparent-grandchild relationship exists between two people and is important in social media applications, forensic investigations, finding missing…

计算机视觉与模式识别 · 计算机科学 2021-12-06 Junyi Huang , Maxwell Benjamin Strome , Ian Jenkins , Parker Williams , Bo Feng , Yaning Wang , Roman Wang , Vaibhav Bagri , Newman Cheng , Iddo Drori

Automatic kinship verification aims to determine whether some individuals belong to the same family. It is of great research significance to help missing persons reunite with their families. In this work, the challenging problem is…

计算机视觉与模式识别 · 计算机科学 2020-06-09 Jun Yu , Mengyan Li , Xinlong Hao , Guochen Xie

Approaches for kinship verification often rely on cosine distances between face identification features. However, due to gender bias inherent in these features, it is hard to reliably predict whether two opposite-gender pairs are related.…

计算机视觉与模式识别 · 计算机科学 2020-06-03 Stefan Hörmann , Martin Knoche , Gerhard Rigoll

Kinship verification from facial images has been recognized as an emerging yet challenging technique in many potential computer vision applications. In this paper, we propose a novel cross-generation feature interaction learning (CFIL)…

计算机视觉与模式识别 · 计算机科学 2021-09-08 Guan-Nan Dong , Chi-Man Pun , Zheng Zhang

Early methods used face representations in kinship verification, which are less accurate than joint representations of parents' and children's facial images learned from scratch. We propose an approach featuring graph neural network…

计算机视觉与模式识别 · 计算机科学 2025-04-29 Ali Nazari , Mohsen Ebrahimi Moghaddam , Omidreza Borzoei

Visual kinship recognition aims to identify blood relatives from facial images. Its practical application-- like in law-enforcement, video surveillance, automatic family album management, and more-- has motivated many researchers to put…

机器学习 · 计算机科学 2019-11-19 Pengyu Gao , Siyu Xia , Joseph Robinson , Junkang Zhang , Chao Xia , Ming Shao , Yun Fu

The age gap in kinship verification addresses the time difference between the photos of the parent and the child. Moreover, their same-age photos are often unavailable, and face aging models are racially biased, which impacts the likeness…

计算机视觉与模式识别 · 计算机科学 2025-09-19 Ali Nazari , Bardiya Kariminia , Mohsen Ebrahimi Moghaddam

Kinship verification is an emerging task in computer vision with multiple potential applications. However, there's no large enough kinship dataset to train a representative and robust model, which is a limitation for achieving better…

计算机视觉与模式识别 · 计算机科学 2023-09-21 Jia Luo Peng , Keng Wei Chang , Shang-Hong Lai

Kinship recognition aims to determine whether the subjects in two facial images are kin or non-kin, which is an emerging and challenging problem. However, most previous methods focus on heuristic designs without considering the spatial…

计算机视觉与模式识别 · 计算机科学 2023-10-03 Weng-Tai Su , Min-Hung Chen , Chien-Yi Wang , Shang-Hong Lai , Trista Pei-Chun Chen

Kinship verification aims to identify the kin relation between two given face images. It is a very challenging problem due to the lack of training data and facial similarity variations between kinship pairs. In this work, we build a novel…

计算机视觉与模式识别 · 计算机科学 2019-05-16 Heming Zhang , Xiaolong Wang , C. -C. Jay Kuo

Kinship verification from face images is a novel and formidable challenge in the realms of pattern recognition and computer vision. This work makes notable contributions by incorporating a preprocessing technique known as Multiscale Retinex…

计算机视觉与模式识别 · 计算机科学 2023-12-19 Belabbaci El Ouanas , Khammari Mohammed , Chouchane Ammar , Mohcene Bessaoudi , Abdelmalik Ouamane , Akram Abderraouf Gharbi

Kinship face synthesis is an interesting topic raised to answer questions like "what will your future children look like?". Published approaches to this topic are limited. Most of the existing methods train models for one-versus-one kin…

计算机视觉与模式识别 · 计算机科学 2020-02-27 Yong Zhang , Le Li , Zhilei Liu , Baoyuan Wu , Yanbo Fan , Zhifeng Li

Kinship recognition is a challenging problem with many practical applications. With much progress and milestones having been reached after ten years - we are now able to survey the research and create new milestones. We review the public…

计算机视觉与模式识别 · 计算机科学 2021-03-17 Joseph P Robinson , Ming Shao , Yun Fu

Recognizing blood relations using face images can be seen as an application of face recognition systems with additional restrictions. These restrictions proved to be difficult to deal with, however, recent advancements in face verification…

计算机视觉与模式识别 · 计算机科学 2020-06-24 Andrei Shadrikov
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