AU2001257299A1 - Multi-neural net imaging apparatus and method - Google Patents
Multi-neural net imaging apparatus and methodInfo
- Publication number
- AU2001257299A1 AU2001257299A1 AU2001257299A AU5729901A AU2001257299A1 AU 2001257299 A1 AU2001257299 A1 AU 2001257299A1 AU 2001257299 A AU2001257299 A AU 2001257299A AU 5729901 A AU5729901 A AU 5729901A AU 2001257299 A1 AU2001257299 A1 AU 2001257299A1
- Authority
- AU
- Australia
- Prior art keywords
- particle
- imaging apparatus
- neural net
- classification
- net imaging
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Abandoned
Links
- 238000000034 method Methods 0.000 title abstract 4
- 238000003384 imaging method Methods 0.000 title abstract 2
- 239000002245 particle Substances 0.000 abstract 5
- 238000005192 partition Methods 0.000 abstract 1
- 238000012805 post-processing Methods 0.000 abstract 1
- 238000007781 pre-processing Methods 0.000 abstract 1
Classifications
-
- G01N15/1433—
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/60—Type of objects
- G06V20/69—Microscopic objects, e.g. biological cells or cellular parts
-
- G01N2015/016—
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N15/00—Investigating characteristics of particles; Investigating permeability, pore-volume, or surface-area of porous materials
- G01N15/10—Investigating individual particles
- G01N15/14—Electro-optical investigation, e.g. flow cytometers
- G01N2015/1488—Methods for deciding
Abstract
A multi-neural net imaging apparatus (2) and method for classification of image elements, such as biological particles. The multi-net structure utilizes subgroups of particle features to partition the decision space by an attribute or physical characteristic of the particle and/or by individual and group particle classification that includes an unknown category. Preprocessing (6) classifies particles as artifacts based on certain physical characteristics. Post processing (6) enables the use of contextual information either available from other sources or gleaned from the actual decision making process to further process the probability factors and enhance the decisions.
Applications Claiming Priority (4)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US19923700P | 2000-04-24 | 2000-04-24 | |
US60/199,237 | 2000-04-24 | ||
PCT/US2001/013451 WO2001082216A1 (en) | 2000-04-24 | 2001-04-24 | Multi-neural net imaging apparatus and method |
US09/841,941 US6947586B2 (en) | 2000-04-24 | 2001-04-24 | Multi-neural net imaging apparatus and method |
Publications (1)
Publication Number | Publication Date |
---|---|
AU2001257299A1 true AU2001257299A1 (en) | 2001-11-07 |
Family
ID=46149960
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
AU2001257299A Abandoned AU2001257299A1 (en) | 2000-04-24 | 2001-04-24 | Multi-neural net imaging apparatus and method |
Country Status (6)
Country | Link |
---|---|
JP (1) | JP4945045B2 (en) |
AT (1) | ATE434799T1 (en) |
AU (1) | AU2001257299A1 (en) |
CA (1) | CA2377602C (en) |
DK (1) | DK1301894T3 (en) |
ES (1) | ES2328450T3 (en) |
Families Citing this family (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
GB0218909D0 (en) * | 2002-08-15 | 2002-09-25 | Qinetiq Ltd | Histological assessment |
JP5321145B2 (en) | 2009-03-04 | 2013-10-23 | 日本電気株式会社 | Image diagnosis support apparatus, image diagnosis support method, image diagnosis support program, and storage medium thereof |
ES2388169B1 (en) * | 2010-02-25 | 2013-08-19 | Universidad De León | ARTIFICIAL VISION PROCEDURE FOR THE DETECTION OF DISTAL CYTOPLASMATIC DROPS IN ESPERMATOZOIDS. |
JP6092132B2 (en) * | 2014-01-29 | 2017-03-08 | シスメックス株式会社 | Blood cell analyzer |
CN109952614B (en) | 2016-08-22 | 2023-11-10 | 艾瑞斯国际有限公司 | Biological particle classification system and method |
JPWO2020066209A1 (en) * | 2018-09-27 | 2021-09-09 | 株式会社堀場製作所 | Particle analysis data generation method, particle analysis data generation program, and particle analysis data generation device |
Family Cites Families (7)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPH03131756A (en) * | 1989-10-18 | 1991-06-05 | Hitachi Ltd | Automatic classifying device for blood cell |
JPH07286954A (en) * | 1994-04-19 | 1995-10-31 | Hitachi Ltd | Cell automatic classification device |
JP3050046B2 (en) * | 1994-07-18 | 2000-06-05 | 株式会社日立製作所 | Automatic particle classification system |
JPH0991430A (en) * | 1995-09-27 | 1997-04-04 | Hitachi Ltd | Pattern recognition device |
JPH10302067A (en) * | 1997-04-23 | 1998-11-13 | Hitachi Ltd | Pattern recognition device |
JPH11132984A (en) * | 1997-10-24 | 1999-05-21 | Fuji Electric Co Ltd | Method for manufacturing detection element for gas sensor |
JPH11132932A (en) * | 1997-10-29 | 1999-05-21 | Hitachi Ltd | System for classifying particle image on organism and method for reclassifying particle |
-
2001
- 2001-04-24 AT AT01930796T patent/ATE434799T1/en active
- 2001-04-24 DK DK01930796T patent/DK1301894T3/en active
- 2001-04-24 JP JP2001579226A patent/JP4945045B2/en not_active Expired - Lifetime
- 2001-04-24 AU AU2001257299A patent/AU2001257299A1/en not_active Abandoned
- 2001-04-24 ES ES01930796T patent/ES2328450T3/en not_active Expired - Lifetime
- 2001-04-24 CA CA2377602A patent/CA2377602C/en not_active Expired - Lifetime
Also Published As
Publication number | Publication date |
---|---|
JP4945045B2 (en) | 2012-06-06 |
CA2377602C (en) | 2012-04-10 |
DK1301894T3 (en) | 2009-08-24 |
JP2004505233A (en) | 2004-02-19 |
ES2328450T3 (en) | 2009-11-13 |
ATE434799T1 (en) | 2009-07-15 |
CA2377602A1 (en) | 2001-11-01 |
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