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A deep learning framework for the localization of landmarks on the lateral semi circular canals. [PDF]
Wei Z +4 more
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Facial component-landmark detection
Face and Gesture 2011, 2011Landmark detection has proven to be a very challenging task in biometrics. In this paper, we address the task of facial component-landmark detection. By “component” we refer to a rectangular subregion of the face, containing an anatomical component (e.g., “eye”). We present a fully-automated system for facial component-landmark detection based on multi-
Boris A. Efraty +4 more
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A comparison of facial landmark detection methods
2018 26th Signal Processing and Communications Applications Conference (SIU), 2018Face analysis is a rapidly developing research area and facial landmark detection is one of the pre-processing steps. In recent years, many algorithms and comprehensive survey/ challenge papers have been published on facial landmark detection. In this work, we analysed six survey/challenge papers and observed that among open source systems deep ...
Esra Nur Sandikçi +2 more
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Facial landmark detection in uncontrolled conditions
2011 International Joint Conference on Biometrics (IJCB), 2011Facial landmark detection is a fundamental step for many tasks in computer vision such as expression recognition and face alignment. In this paper, we focus on the detection of landmarks under realistic scenarios that include pose, illumination and expression challenges as well as blur and low-resolution input.
Boris A. Efraty +3 more
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Facial landmark configuration for improved detection
2012 IEEE International Workshop on Information Forensics and Security (WIFS), 2012In this paper, we present two methods to improve the performance of landmark detection algorithms that are designed to detect individual landmarks. We focus on the landmark configuration module that takes the output of the individual landmark detectors and searches for a configuration of optimal landmark locations based on appropriate shape constraints.
Chengwei Huang +5 more
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Advances in facial landmark detection
Biometric Technology Today, 2018In recent years, facial landmark detection – also known as face alignment or facial landmark localisation – has become a very active area, due to its importance to a variety of image and video-based face analysis systems, such as face recognition, emotion analysis, human-computer interaction and 3D face reconstruction.
Feng, Zhenhua, Kittler, Josef
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Facial Landmark Detection and Tracking for Facial Behavior Analysis
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016The face is the most dominant and distinct communication tool of human beings. Automatic analysis of facial behavior allows machines to understand and interpret a human's states and needs for natural interactions. This research focuses on developing advanced computer vision techniques to process and analyze facial images for the recognition of various ...
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Data Augmented Network for Facial Landmark Detection
2021 The 5th International Conference on Compute and Data Analysis, 2021Facial landmark detection objects to locate some predefined points on human face images. Compared with previous method, the accuracy of facial landmark detection has a great improvement. However, there are still many problems need to be solved in the field of facial landmark detection, such as the impact of environment (extreme pose, occlusion ...
Yajie Zhang, Sijie Lu
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