| 000 | 03786nam a22005415i 4500 | ||
|---|---|---|---|
| 001 | 978-3-319-52081-0 | ||
| 003 | DE-He213 | ||
| 005 | 20220801222648.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 170418s2017 sz | s |||| 0|eng d | ||
| 020 |
_a9783319520810 _9978-3-319-52081-0 |
||
| 024 | 7 |
_a10.1007/978-3-319-52081-0 _2doi |
|
| 050 | 4 | _aQ342 | |
| 072 | 7 |
_aUYQ _2bicssc |
|
| 072 | 7 |
_aTEC009000 _2bisacsh |
|
| 072 | 7 |
_aUYQ _2thema |
|
| 082 | 0 | 4 |
_a006.3 _223 |
| 245 | 1 | 0 |
_aRecent Advances in Intelligent Image Search and Video Retrieval _h[electronic resource] / _cedited by Chengjun Liu. |
| 250 | _a1st ed. 2017. | ||
| 264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2017. |
|
| 300 |
_aXVII, 235 p. 88 illus., 85 illus. in color. _bonline resource. |
||
| 336 |
_atext _btxt _2rdacontent |
||
| 337 |
_acomputer _bc _2rdamedia |
||
| 338 |
_aonline resource _bcr _2rdacarrier |
||
| 347 |
_atext file _bPDF _2rda |
||
| 490 | 1 |
_aIntelligent Systems Reference Library, _x1868-4408 ; _v121 |
|
| 505 | 0 | _aFeature Representation and Extraction for Image Search and Video Retrieval -- Learning and Recognition Methods for Image Search and Video Retrieval -- Improved Soft Assignment Coding for Image Classification -- Inheritable Color Space (InCS) and Generalized InCS Framework with Applications to Kinship Verification -- Novel Sparse Kernel Manifold Learner for Image Classification Applications -- A New Efficient SVM (eSVM) with Applications to Accurate and Efficient Eye Search in Images -- SIFT Features in Multiple Color Spaces for Improved Image Classification -- Clothing Analysis for Subject Identification and Retrieval -- Performance Evaluation of Video Analytics for Traffic Incident Detection and Vehicle Counts Collection. | |
| 520 | _aThis book initially reviews the major feature representation and extraction methods and effective learning and recognition approaches, which have broad applications in the context of intelligent image search and video retrieval. It subsequently presents novel methods, such as improved soft assignment coding, Inheritable Color Space (InCS) and the Generalized InCS framework, the sparse kernel manifold learner method, the efficient Support Vector Machine (eSVM), and the Scale-Invariant Feature Transform (SIFT) features in multiple color spaces. Lastly, the book presents clothing analysis for subject identification and retrieval, and performance evaluation methods of video analytics for traffic monitoring. Digital images and videos are proliferating at an amazing speed in the fields of science, engineering and technology, media and entertainment. With the huge accumulation of such data, keyword searches and manual annotation schemes may no longer be able to meet the practical demand for retrieving relevant content from images and videos, a challenge this book addresses. | ||
| 650 | 0 |
_aComputational intelligence. _97716 |
|
| 650 | 0 |
_aComputer vision. _962676 |
|
| 650 | 0 |
_aArtificial intelligence. _93407 |
|
| 650 | 1 | 4 |
_aComputational Intelligence. _97716 |
| 650 | 2 | 4 |
_aComputer Vision. _962677 |
| 650 | 2 | 4 |
_aArtificial Intelligence. _93407 |
| 700 | 1 |
_aLiu, Chengjun. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _962678 |
|
| 710 | 2 |
_aSpringerLink (Online service) _962679 |
|
| 773 | 0 | _tSpringer Nature eBook | |
| 776 | 0 | 8 |
_iPrinted edition: _z9783319520803 |
| 776 | 0 | 8 |
_iPrinted edition: _z9783319520827 |
| 776 | 0 | 8 |
_iPrinted edition: _z9783319848167 |
| 830 | 0 |
_aIntelligent Systems Reference Library, _x1868-4408 ; _v121 _962680 |
|
| 856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-319-52081-0 |
| 912 | _aZDB-2-ENG | ||
| 912 | _aZDB-2-SXE | ||
| 942 | _cEBK | ||
| 999 |
_c81019 _d81019 |
||