Výsledky vyhľadávania - facial recognition technology 3D algorithm

Design and implementation of high resolution face image acquisition system under low illumination based on the open source computer vision library Autor Min Luo, Yadong Luo, Hui Li, Xia Zhang, Yongkui Yang

“… environment configuration, the use of Three Dimension (3D) face recognition technology algorithm, design a set of low illumination conditions of the super resolution face image acquisition system…”
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3D Approaches and Challenges in Facial Expression Recognition Algorithms—A Literature Review Autor Nonis, Francesca, Dagnes, Nicole, Marcolin, Federica, Vezzetti, Enrico

“…In recent years, facial expression analysis and recognition (FER) have emerged as an active research topic with applications in several different areas, including the human-computer interaction domain…”
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Survey on RGB, 3D, Thermal, and Multimodal Approaches for Facial Expression Recognition: History, Trends, and Affect-Related Applications Autor Corneanu, C. A., Oliu Simon, Marc, Cohn, Jeffrey F., Escalera Guerrero, Sergio

“… This paper presents a general overview of automatic RGB, 3D, thermal and multimodal facial expression analysis…”
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Facial expression recognition based on deep learning Autor Ge, Huilin, Zhu, Zhiyu, Dai, Yuewei, Wang, Biao, Wu, Xuedong

“…•Autonomous driving, virtual reality and all kinds of robots integrated into our life rely on facial expression recognition technology…”
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A Robust Facial Expression Recognition Algorithm Based on Multi-Rate Feature Fusion Scheme Autor Park, Seo-Jeon, Kim, Byung-Gyu, Chilamkurti, Naveen

“…) field is being developed. Facial expression recognition (FER) is a part of understanding the emotion of humans through facial expressions…”
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Driver Yawning Detection Based on Subtle Facial Action Recognition Autor Yang, Hao, Liu, Li, Min, Weidong, Yang, Xiaosong, Xiong, Xin

“… A 3D deep learning network with a low time sampling characteristic is proposed for subtle facial action recognition…”
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Muscular Movement Model-Based Automatic 3D/4D Facial Expression Recognition Autor Zhen, Qingkai, Huang, Di, Wang, Yunhong, Chen, Liming

“…Facial expression is an important channel for human nonverbal communication. This paper presents a novel and effective approach to automatic 3D/4D facial expression recognition based on the muscular movement model (MMM…”
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FaceScape: 3D Facial Dataset and Benchmark for Single-View 3D Face Reconstruction Autor Zhu, Hao, Yang, Haotian, Guo, Longwei, Zhang, Yidi, Wang, Yanru, Huang, Mingkai, Wu, Menghua, Shen, Qiu, Yang, Ruigang, Cao, Xun

“…In this paper, we present a large-scale detailed 3D face dataset, FaceScape , and the corresponding benchmark to evaluate single-view facial 3D reconstruction…”
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Face Restoration via Plug-and-Play 3D Facial Priors Autor Hu, Xiaobin, Ren, Wenqi, Yang, Jiaolong, Cao, Xiaochun, Wipf, David, Menze, Bjoern, Tong, Xin, Zha, Hongbin

“…, face super-resolution or deblurring). In this paper, we propose cross-tasks and cross-models plug-and-play 3D facial priors to explicitly embed the network with the sharp facial structures for general face restoration tasks…”
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Nasal Patches and Curves for Expression-Robust 3D Face Recognition Autor Emambakhsh, Mehryar, Evans, Adrian

“…The potential of the nasal region for expression robust 3D face recognition is thoroughly investigated by a novel five-step algorithm…”
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Detecting Facial Landmarks on 3D Models Based on Geometric Properties - A Review of Algorithms, Enhancements, Additions and Open-Source Implementations Autor Topsakal, Oguzhan, Akinci, Tahir Cetin, Murphy, Joshua, Preston, TaylorLee-James, Celikoyar, Mazhar

“… With the advancement of affordable and capable 3D scanning technologies, research on automatically detecting facial landmarks on 3D models is gaining momentum…”
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Anthropometric 3D Face Recognition Autor Gupta, Shalini, Markey, Mia K., Bovik, Alan C.

“… them. Lastly, we develop a completely automatic face recognition algorithm that employs facial 3D Euclidean…”
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VT-3DCapsNet: Visual tempos 3D-Capsule network for video-based facial expression recognition Autor Li, Zhuan, Liu, Jin, Wang, Hengyang, Zhang, Xiliang, Wu, Zhongdai, Han, Bing

“…Facial expression recognition(FER) is a hot topic in computer vision, especially as deep learning based methods are gaining traction in this field…”
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Facial Micro-Expression Recognition Using Double-Stream 3D Convolutional Neural Network with Domain Adaptation Autor Li, Zhengdao, Zhang, Yupei, Xing, Hanwen, Chan, Kwok-Leung

“…), for recognizing MEs captured in video. The recognition framework contains two streams of 3D-CNN…”
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Multiple Nose Region Matching for 3D Face Recognition under Varying Facial Expression Autor Chang, K.I., Bowyer, W., Flynn, P.J.

“…An algorithm is proposed for 3D face recognition in the presence of varied facial expressions…”
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Facial Similarity Measure for Recognizing Monozygotic Twins Utilizing 3D Facial Landmarks, Efficient Geodesic Distance Computation, and Machine Learning Algorithms Autor Sanil, Gangothri, Prakasha, Krishna, Prabhu, Srikanth, Nayak, Vinod C.

“…Compared with 2D face recognition systems, 3D facial recognition has been a popular area of study in academia and industry because of its ability to detect human faces in an unconstrained environment more efficiently…”
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An Automatic 3D Facial Landmarking Algorithm Using 2D Gabor Wavelets Autor de Jong, Markus A., Wollstein, Andreas, Ruff, Clifford, Dunaway, David, Hysi, Pirro, Spector, Tim, Fan Liu, Niessen, Wiro, Koudstaal, Maarten J., Kayser, Manfred, Wolvius, Eppo B., Bohringer, Stefan

“…In this paper, we present a novel approach to automatic 3D facial landmarking using 2D Gabor wavelets…”
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Feature Selection on 2D and 3D Geometric Features to Improve Facial Expression Recognition Autor Perez-Gomez, Vianney, Rios-Figueroa, Homero V., Rechy-Ramirez, Ericka Janet, Mezura-Montes, Efrén, Marin-Hernandez, Antonio

“…An essential aspect in the interaction between people and computers is the recognition of facial expressions…”
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Differential 3D Facial Recognition: Adding 3D to Your State-of-the-Art 2D Method Autor Martino, J. Matias Di, Suzacq, Fernando, Delbracio, Mauricio, Qiu, Qiang, Sapiro, Guillermo

“… Therefore, state-of-the-art 2D face recognition solution can be transparently applied, while from the high frequency component of the input image, complementary 3D facial features are extracted…”
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Orthogonalization-Guided Feature Fusion Network for Multimodal 2D+3D Facial Expression Recognition Autor Lin, Shisong, Bai, Mengchao, Liu, Feng, Shen, Linlin, Zhou, Yicong

“…>Net, to fuse the features extracted from 2D and 3D faces for facial expression recognition…”
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