Real-Time Face-Priority Auto Focus for Digital and Cell-Phone Cameras

被引:34
|
作者
Rahman, Mohammad T. [1 ]
Kehtarnavaz, Nasser [1 ]
机构
[1] Univ Texas Dallas, Dept Elect Engn, Richardson, TX 75080 USA
关键词
Face-priority auto focus; real-time face detection; digital cameras; cell-phone cameras;
D O I
10.1109/TCE.2008.4711194
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Auto-focus (AF) has been a key feature in consumer level digital and cell-phone cameras allowing users to focus automatically on a particular plane in a scene in order to get a sharp image. Face priority AF has become of interest lately due to the fact that most pictures captured by consumers are of human faces. In face-priority AF the focusing decision is made based on a detected face area in the image, thus capturing a sharp picture of the face. While many face detection algorithms exist in the literature, very few of them are actually suitable for real-time software deployment on resource limited digital or cell-phone camera processors. In this paper, a fast face-detection algorithm is introduced by combining a skin color model cluster with a computationally efficient shape processing scheme. Comparison results with a standard algorithm in terms of robustness, speed and accuracy are provided. This face detection algorithm is incorporated into our previously developed rule-based AF method to achieve real-time face-priority AF on an actual digital camera platform(1).
引用
收藏
页码:1506 / 1513
页数:8
相关论文
共 50 条
  • [41] Digital Signage by Real-Time Gender Recognition From Face Images
    Greco, Antonio
    Saggese, Alessia
    Vento, Mario
    2020 IEEE INTERNATIONAL WORKSHOP ON METROLOGY FOR INDUSTRY 4.0 & IOT (METROIND4.0&IOT), 2020, : 309 - 313
  • [42] Digital ruler: real-time object tracking and dimension measurement using stereo cameras
    Nash, James
    Atanassov, Kalin
    Goma, Sergio
    Ramachandra, Vikas
    Siddiqui, Hasib
    REAL-TIME IMAGE AND VIDEO PROCESSING 2013, 2013, 8656
  • [43] Development and real-time implementation of a rule-based auto-focus algorithm
    Kehtarnavaz, N
    Oh, HJ
    REAL-TIME IMAGING, 2003, 9 (03) : 197 - 203
  • [44] Real-time digital simulation model of power auto-transformer and its digital integral method
    Zhao, Z.Y.
    Feng, Z.B.
    Tongji Daxue Xuebao/Journal of Tongji University, 2001, 29 (04): : 416 - 420
  • [45] Robust real-time detection of multi-color markers on a cell phone
    Homayoun Bagherinia
    Roberto Manduchi
    Journal of Real-Time Image Processing, 2013, 8 : 207 - 223
  • [46] Robust real-time detection of multi-color markers on a cell phone
    Bagherinia, Homayoun
    Manduchi, Roberto
    JOURNAL OF REAL-TIME IMAGE PROCESSING, 2013, 8 (02) : 207 - 223
  • [47] Implementation of a Real-time JPEG2000 System Using DSPs for 2 Digital Cameras
    HA DAC BINH
    信息与电子工程, 2006, (03) : 215 - 220
  • [48] A novel real-time baseline restorer for high count-rate digital PET cameras
    Li, Hongdi
    Wang, Chao
    Baghaei, Hossain
    Zhang, Yuxuan
    Ramirez, Rocio
    Liu, Shitao
    An, Shaohui
    Wong, Wai-Hoi
    JOURNAL OF NUCLEAR MEDICINE, 2009, 50
  • [49] Real-time, auto-focusing digital holographic microscope using graphics processors
    Dogar, Mert
    Ilhan, Hazar A.
    Ozcan, Meric
    REVIEW OF SCIENTIFIC INSTRUMENTS, 2013, 84 (08):
  • [50] Real-time digital auto-focusing using a priori estimated set of PSFs
    Hwang, S
    Kim, K
    Shin, J
    Paik, J
    Abidi, B
    Abidi, M
    REAL-TIME IMAGING VIII, 2004, 5297 : 66 - 77