Human Pose Estimation with Implicit Shape Models
This work presents a new approach for estimating 3D human poses based on monocular camera information only. For this, the Implicit Shape Model is augmented by new voting strategies that allow to localize 2D anatomical landmarks in the image. The actual 3D pose estimation is then formulated as a Part...
Saved in:
| Superior document: | Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung |
|---|---|
| : | |
| Year of Publication: | 2014 |
| Language: | English |
| Series: | Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung
|
| Physical Description: | 1 electronic resource (XVIII, 264 p. p.) |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| id |
993548692304498 |
|---|---|
| ctrlnum |
(CKB)4920000000094634 (oapen)https://directory.doabooks.org/handle/20.500.12854/49634 (EXLCZ)994920000000094634 |
| collection |
bib_alma |
| record_format |
marc |
| spelling |
Brauer, Jürgen auth Human Pose Estimation with Implicit Shape Models KIT Scientific Publishing 2014 1 electronic resource (XVIII, 264 p. p.) text txt rdacontent computer c rdamedia online resource cr rdacarrier Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung This work presents a new approach for estimating 3D human poses based on monocular camera information only. For this, the Implicit Shape Model is augmented by new voting strategies that allow to localize 2D anatomical landmarks in the image. The actual 3D pose estimation is then formulated as a Particle Swarm Optimization (PSO) where projected 3D pose hypotheses are compared with the generated landmark vote distributions. English Computer vision Bildverarbeitung Human pose estimation action recognition AktionserkennungScene understanding Szenenverstehen Menschliche Posenschätzung 3-7315-0184-8 |
| language |
English |
| format |
eBook |
| author |
Brauer, Jürgen |
| spellingShingle |
Brauer, Jürgen Human Pose Estimation with Implicit Shape Models Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung |
| author_facet |
Brauer, Jürgen |
| author_variant |
j b jb |
| author_sort |
Brauer, Jürgen |
| title |
Human Pose Estimation with Implicit Shape Models |
| title_full |
Human Pose Estimation with Implicit Shape Models |
| title_fullStr |
Human Pose Estimation with Implicit Shape Models |
| title_full_unstemmed |
Human Pose Estimation with Implicit Shape Models |
| title_auth |
Human Pose Estimation with Implicit Shape Models |
| title_new |
Human Pose Estimation with Implicit Shape Models |
| title_sort |
human pose estimation with implicit shape models |
| series |
Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung |
| series2 |
Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung |
| publisher |
KIT Scientific Publishing |
| publishDate |
2014 |
| physical |
1 electronic resource (XVIII, 264 p. p.) |
| isbn |
1000039083 3-7315-0184-8 |
| illustrated |
Not Illustrated |
| work_keys_str_mv |
AT brauerjurgen humanposeestimationwithimplicitshapemodels |
| status_str |
n |
| ids_txt_mv |
(CKB)4920000000094634 (oapen)https://directory.doabooks.org/handle/20.500.12854/49634 (EXLCZ)994920000000094634 |
| carrierType_str_mv |
cr |
| hierarchy_parent_title |
Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung |
| is_hierarchy_title |
Human Pose Estimation with Implicit Shape Models |
| container_title |
Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung |
| _version_ |
1796652150463397889 |
| fullrecord |
<?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>01568nam-a2200361z--4500</leader><controlfield tag="001">993548692304498</controlfield><controlfield tag="005">20231214133640.0</controlfield><controlfield tag="006">m o d </controlfield><controlfield tag="007">cr|mn|---annan</controlfield><controlfield tag="008">202102s2014 xx |||||o ||| 0|eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">1000039083</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(CKB)4920000000094634</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(oapen)https://directory.doabooks.org/handle/20.500.12854/49634</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(EXLCZ)994920000000094634</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Brauer, Jürgen</subfield><subfield code="4">auth</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Human Pose Estimation with Implicit Shape Models</subfield></datafield><datafield tag="260" ind1=" " ind2=" "><subfield code="b">KIT Scientific Publishing</subfield><subfield code="c">2014</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 electronic resource (XVIII, 264 p. p.)</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">computer</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">online resource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="1" ind2=" "><subfield code="a">Schriftenreihe Automatische Sichtprüfung und Bildverarbeitung</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">This work presents a new approach for estimating 3D human poses based on monocular camera information only. For this, the Implicit Shape Model is augmented by new voting strategies that allow to localize 2D anatomical landmarks in the image. The actual 3D pose estimation is then formulated as a Particle Swarm Optimization (PSO) where projected 3D pose hypotheses are compared with the generated landmark vote distributions.</subfield></datafield><datafield tag="546" ind1=" " ind2=" "><subfield code="a">English</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Computer vision</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Bildverarbeitung</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Human pose estimation</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">action recognition</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">AktionserkennungScene understanding</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Szenenverstehen</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Menschliche Posenschätzung</subfield></datafield><datafield tag="776" ind1=" " ind2=" "><subfield code="z">3-7315-0184-8</subfield></datafield><datafield tag="906" ind1=" " ind2=" "><subfield code="a">BOOK</subfield></datafield><datafield tag="ADM" ind1=" " ind2=" "><subfield code="b">2023-12-15 06:01:20 Europe/Vienna</subfield><subfield code="f">system</subfield><subfield code="c">marc21</subfield><subfield code="a">2019-11-10 04:18:40 Europe/Vienna</subfield><subfield code="g">false</subfield></datafield><datafield tag="AVE" ind1=" " ind2=" "><subfield code="i">DOAB Directory of Open Access Books</subfield><subfield code="P">DOAB Directory of Open Access Books</subfield><subfield code="x">https://eu02.alma.exlibrisgroup.com/view/uresolver/43ACC_OEAW/openurl?u.ignore_date_coverage=true&portfolio_pid=5338850180004498&Force_direct=true</subfield><subfield code="Z">5338850180004498</subfield><subfield code="b">Available</subfield><subfield code="8">5338850180004498</subfield></datafield></record></collection> |