position control;
computer vision;
image sensors;
distance measurement;
cameras;
monocular vision;
spatial positioning schemes;
nonvision sensors;
camera imaging;
equivalent focal length;
camera resolution;
target distance measurement method;
machine vision-based location methods;
digital signal;
SIMULTANEOUS LOCALIZATION;
D O I:
10.1049/iet-ipr.2019.1293
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
Most existing machine vision-based location methods mainly focus on the spatial positioning schemes using one or two cameras along with non-vision sensors. To achieve an accurate location, both schemes require processing a large amount of data. In this study, the authors propose a novel method, which requires much less amount of data to be processed for measuring target distance using monocular vision. Based on the geometric model of camera imaging, the parameters of the camera (such as camera's focal length and equivalent focal length.), as well as the principle of analogue signal being transformed into a digital signal, the authors derive the relationship among the target distance, field of view, equivalent focal length and camera resolution. Experimental results show that the proposed method can effectively and accurately achieve the target distance measurement.
机构:
Tel Aviv Univ, Fac Elect Engn, IL-6997801 Tel Aviv, Israel
Univ Toronto, Dept Comp Sci, Toronto, ON M5S 3G4, CanadaTel Aviv Univ, Fac Elect Engn, IL-6997801 Tel Aviv, Israel
Haim, Harel
Elmalem, Shay
论文数: 0引用数: 0
h-index: 0
机构:
Tel Aviv Univ, Fac Elect Engn, IL-6997801 Tel Aviv, IsraelTel Aviv Univ, Fac Elect Engn, IL-6997801 Tel Aviv, Israel
Elmalem, Shay
Giryes, Raja
论文数: 0引用数: 0
h-index: 0
机构:
Tel Aviv Univ, Fac Elect Engn, IL-6997801 Tel Aviv, IsraelTel Aviv Univ, Fac Elect Engn, IL-6997801 Tel Aviv, Israel
Giryes, Raja
Bronstein, Alex M.
论文数: 0引用数: 0
h-index: 0
机构:
Tel Aviv Univ, Fac Elect Engn, IL-6997801 Tel Aviv, IsraelTel Aviv Univ, Fac Elect Engn, IL-6997801 Tel Aviv, Israel
Bronstein, Alex M.
Marom, Emanuel
论文数: 0引用数: 0
h-index: 0
机构:
Tel Aviv Univ, Fac Elect Engn, IL-6997801 Tel Aviv, IsraelTel Aviv Univ, Fac Elect Engn, IL-6997801 Tel Aviv, Israel
机构:
Univ Chinese Acad Sci, Beijing 100049, Peoples R China
Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R ChinaUniv Chinese Acad Sci, Beijing 100049, Peoples R China
He, Lei
Wang, Guanghui
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kansas, Dept Elect Engn & Comp Sci, Lawrence, KS 66045 USAUniv Chinese Acad Sci, Beijing 100049, Peoples R China
Wang, Guanghui
Hu, Zhanyi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chinese Acad Sci, Beijing 100049, Peoples R China
Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China
Chinese Acad Sci, CAS Ctr Excellence Brain Sci & Intelligence Techn, Beijing 100190, Peoples R ChinaUniv Chinese Acad Sci, Beijing 100049, Peoples R China
机构:
Seoul Natl Univ, Dept Elect & Comp Engn, Seoul 151742, South Korea
Seoul Natl Univ, Automat & Syst Res Inst, Seoul 151744, South KoreaSeoul Natl Univ, Dept Elect & Comp Engn, Seoul 151742, South Korea
Lee, Tae-jae
Kim, Chul-hong
论文数: 0引用数: 0
h-index: 0
机构:
Seoul Natl Univ, Dept Elect & Comp Engn, Seoul 151742, South Korea
Seoul Natl Univ, Automat & Syst Res Inst, Seoul 151744, South KoreaSeoul Natl Univ, Dept Elect & Comp Engn, Seoul 151742, South Korea
Kim, Chul-hong
Cho, Dong-il Dan
论文数: 0引用数: 0
h-index: 0
机构:
Seoul Natl Univ, Dept Elect & Comp Engn, Seoul 151742, South Korea
Seoul Natl Univ, Interuniv Semicond Res Ctr, Seoul 151744, South Korea
Seoul Natl Univ, Automat & Syst Res Inst, Seoul 151744, South KoreaSeoul Natl Univ, Dept Elect & Comp Engn, Seoul 151742, South Korea
机构:
South China Univ Technol, Guangdong Prov Key Lab Precis & Mfg Technol, Guangzhou 510640, Guangdong, Peoples R China
State Key Lab Pulp & Paper Engn, Guangzhou 510640, Guangdong, Peoples R ChinaSouth China Univ Technol, Guangdong Prov Key Lab Precis & Mfg Technol, Guangzhou 510640, Guangdong, Peoples R China
Li, Hai
Zhang, Xian-min
论文数: 0引用数: 0
h-index: 0
机构:
South China Univ Technol, Guangdong Prov Key Lab Precis & Mfg Technol, Guangzhou 510640, Guangdong, Peoples R China
State Key Lab Pulp & Paper Engn, Guangzhou 510640, Guangdong, Peoples R ChinaSouth China Univ Technol, Guangdong Prov Key Lab Precis & Mfg Technol, Guangzhou 510640, Guangdong, Peoples R China
Zhang, Xian-min
Zeng, Lei
论文数: 0引用数: 0
h-index: 0
机构:
South China Univ Technol, Guangdong Prov Key Lab Precis & Mfg Technol, Guangzhou 510640, Guangdong, Peoples R China
State Key Lab Pulp & Paper Engn, Guangzhou 510640, Guangdong, Peoples R ChinaSouth China Univ Technol, Guangdong Prov Key Lab Precis & Mfg Technol, Guangzhou 510640, Guangdong, Peoples R China
Zeng, Lei
Huang, Yan-jiang
论文数: 0引用数: 0
h-index: 0
机构:
South China Univ Technol, Guangdong Prov Key Lab Precis & Mfg Technol, Guangzhou 510640, Guangdong, Peoples R China
State Key Lab Pulp & Paper Engn, Guangzhou 510640, Guangdong, Peoples R ChinaSouth China Univ Technol, Guangdong Prov Key Lab Precis & Mfg Technol, Guangzhou 510640, Guangdong, Peoples R China
机构:
Tel Aviv Univ, Fac Elect Engn, IL-6997801 Tel Aviv, Israel
Univ Toronto, Dept Comp Sci, Toronto, ON M5S 3G4, CanadaTel Aviv Univ, Fac Elect Engn, IL-6997801 Tel Aviv, Israel
Haim, Harel
Elmalem, Shay
论文数: 0引用数: 0
h-index: 0
机构:
Tel Aviv Univ, Fac Elect Engn, IL-6997801 Tel Aviv, IsraelTel Aviv Univ, Fac Elect Engn, IL-6997801 Tel Aviv, Israel
Elmalem, Shay
Giryes, Raja
论文数: 0引用数: 0
h-index: 0
机构:
Tel Aviv Univ, Fac Elect Engn, IL-6997801 Tel Aviv, IsraelTel Aviv Univ, Fac Elect Engn, IL-6997801 Tel Aviv, Israel
Giryes, Raja
Bronstein, Alex M.
论文数: 0引用数: 0
h-index: 0
机构:
Tel Aviv Univ, Fac Elect Engn, IL-6997801 Tel Aviv, IsraelTel Aviv Univ, Fac Elect Engn, IL-6997801 Tel Aviv, Israel
Bronstein, Alex M.
Marom, Emanuel
论文数: 0引用数: 0
h-index: 0
机构:
Tel Aviv Univ, Fac Elect Engn, IL-6997801 Tel Aviv, IsraelTel Aviv Univ, Fac Elect Engn, IL-6997801 Tel Aviv, Israel
机构:
Univ Chinese Acad Sci, Beijing 100049, Peoples R China
Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R ChinaUniv Chinese Acad Sci, Beijing 100049, Peoples R China
He, Lei
Wang, Guanghui
论文数: 0引用数: 0
h-index: 0
机构:
Univ Kansas, Dept Elect Engn & Comp Sci, Lawrence, KS 66045 USAUniv Chinese Acad Sci, Beijing 100049, Peoples R China
Wang, Guanghui
Hu, Zhanyi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chinese Acad Sci, Beijing 100049, Peoples R China
Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100190, Peoples R China
Chinese Acad Sci, CAS Ctr Excellence Brain Sci & Intelligence Techn, Beijing 100190, Peoples R ChinaUniv Chinese Acad Sci, Beijing 100049, Peoples R China
机构:
Seoul Natl Univ, Dept Elect & Comp Engn, Seoul 151742, South Korea
Seoul Natl Univ, Automat & Syst Res Inst, Seoul 151744, South KoreaSeoul Natl Univ, Dept Elect & Comp Engn, Seoul 151742, South Korea
Lee, Tae-jae
Kim, Chul-hong
论文数: 0引用数: 0
h-index: 0
机构:
Seoul Natl Univ, Dept Elect & Comp Engn, Seoul 151742, South Korea
Seoul Natl Univ, Automat & Syst Res Inst, Seoul 151744, South KoreaSeoul Natl Univ, Dept Elect & Comp Engn, Seoul 151742, South Korea
Kim, Chul-hong
Cho, Dong-il Dan
论文数: 0引用数: 0
h-index: 0
机构:
Seoul Natl Univ, Dept Elect & Comp Engn, Seoul 151742, South Korea
Seoul Natl Univ, Interuniv Semicond Res Ctr, Seoul 151744, South Korea
Seoul Natl Univ, Automat & Syst Res Inst, Seoul 151744, South KoreaSeoul Natl Univ, Dept Elect & Comp Engn, Seoul 151742, South Korea
机构:
South China Univ Technol, Guangdong Prov Key Lab Precis & Mfg Technol, Guangzhou 510640, Guangdong, Peoples R China
State Key Lab Pulp & Paper Engn, Guangzhou 510640, Guangdong, Peoples R ChinaSouth China Univ Technol, Guangdong Prov Key Lab Precis & Mfg Technol, Guangzhou 510640, Guangdong, Peoples R China
Li, Hai
Zhang, Xian-min
论文数: 0引用数: 0
h-index: 0
机构:
South China Univ Technol, Guangdong Prov Key Lab Precis & Mfg Technol, Guangzhou 510640, Guangdong, Peoples R China
State Key Lab Pulp & Paper Engn, Guangzhou 510640, Guangdong, Peoples R ChinaSouth China Univ Technol, Guangdong Prov Key Lab Precis & Mfg Technol, Guangzhou 510640, Guangdong, Peoples R China
Zhang, Xian-min
Zeng, Lei
论文数: 0引用数: 0
h-index: 0
机构:
South China Univ Technol, Guangdong Prov Key Lab Precis & Mfg Technol, Guangzhou 510640, Guangdong, Peoples R China
State Key Lab Pulp & Paper Engn, Guangzhou 510640, Guangdong, Peoples R ChinaSouth China Univ Technol, Guangdong Prov Key Lab Precis & Mfg Technol, Guangzhou 510640, Guangdong, Peoples R China
Zeng, Lei
Huang, Yan-jiang
论文数: 0引用数: 0
h-index: 0
机构:
South China Univ Technol, Guangdong Prov Key Lab Precis & Mfg Technol, Guangzhou 510640, Guangdong, Peoples R China
State Key Lab Pulp & Paper Engn, Guangzhou 510640, Guangdong, Peoples R ChinaSouth China Univ Technol, Guangdong Prov Key Lab Precis & Mfg Technol, Guangzhou 510640, Guangdong, Peoples R China