Color image enhancement using depth and intensity measurements of a time-of-flight depth camera

被引:4
|
作者
Jung, Seung-Won [1 ]
Choi, Ouk [1 ]
机构
[1] SAIT, Adv Media Lab, Yongin 446712, Gyeonggi Do, South Korea
关键词
depth camera; image enhancement; time-of-flight; vignetting; PHOTOGRAPHY; FLASH;
D O I
10.1117/1.OE.52.10.103104
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
A time-of-flight (ToF) depth camera can capture a depth map of the scene by measuring the phase delay between the emitted and reflected infrared (IR) light signals. In addition, an intensity map that represents the magnitude of the reflected light can be obtained by the ToF camera. If we consider the light source of the ToF camera as a flash, the intensity map can be deemed as an IR flashed image. Building on ideas from flash/no-flash photography and dark flash photography, we devise a color image enhancement framework that exploits information from the intensity and depth maps. To this end, ToF-related distortions of the intensity and depth maps are first reduced. We then restore fine details of color images captured under weak illumination by combining mutually beneficial information from the visible and IR band signals. In addition, we show that the depth map can be used to produce depth-adaptive effects such as depth-adaptive smoothing at the resultant color image. (C) 2013 Society of Photo-Optical Instrumentation Engineers (SPIE)
引用
收藏
页数:11
相关论文
共 50 条
  • [1] Time-of-flight depth camera accuracy enhancement
    Lee, Seungkyu
    [J]. OPTICAL ENGINEERING, 2012, 51 (08)
  • [2] Time-of-Flight depth image enhancement using variable integration time
    Kim, Sun Kwon
    Choi, Ouk
    Kang, Byongmin
    Kim, James Dokyoon
    Kim, Chang-Yeong
    [J]. THREE-DIMENSIONAL IMAGE PROCESSING (3DIP) AND APPLICATIONS 2013, 2013, 8650
  • [3] Time-of-Flight Sensor Calibration for a Color and Depth Camera Pair
    Jung, Jiyoung
    Lee, Joon-Young
    Jeong, Yekeun
    Kweon, In So
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2015, 37 (07) : 1501 - 1513
  • [4] Time-of-Flight Image Enhancement for Depth Map Generation
    Song, Yunseok
    Ho, Yo-Sung
    [J]. 2016 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA), 2016,
  • [5] Camera Model Compensation for Image Integration of Time-of-Flight Depth Video and Color Video
    Yamashita, Hiromu
    Tokai, Shogo
    Uchino, Shunpei
    [J]. THREE-DIMENSIONAL IMAGE PROCESSING, MEASUREMENT (3DIPM), AND APPLICATIONS 2015, 2015, 9393
  • [6] Depth Data Calibration and Enhancement of Time-of-flight Video-plus-Depth Camera
    Kim, Sung-Yeol
    Cho, Woon
    Koschan, Andreas
    Abidi, Mongi A.
    [J]. 2011 FUTURE OF INSTRUMENTATION INTERNATIONAL WORKSHOP (FIIW), 2011,
  • [7] Joint Detection of Translucency and Depth Using a Time-of-Flight Camera
    Lee, Seungkyu
    [J]. JOURNAL OF IMAGING SCIENCE AND TECHNOLOGY, 2017, 61 (03)
  • [8] Recovering Translucent Objects Using a Single Time-of-Flight Depth Camera
    Shim, Hyunjung
    Lee, Seungkyu
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2016, 26 (05) : 841 - 854
  • [9] DEPTH CORRECTION FOR TIME-OF-FLIGHT CAMERA USING DEPTH DISTORTION DEPENDENCY ON PULSE WIDTH OF IRRADIATED LIGHT
    Sasaya, Tenta
    Watanabe, Wataru
    Ono, Toshiyuki
    [J]. 2021 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), 2021, : 329 - 333
  • [10] Face Mask Identification Using Spatial and Frequency Features in Depth Image from Time-of-Flight Camera
    Wang, Xiaoyan
    Xu, Tianxu
    An, Dong
    Sun, Lei
    Wang, Qiang
    Pan, Zhongqi
    Yue, Yang
    [J]. SENSORS, 2023, 23 (03)