Automatically assigned DDC number: 00637
Manually assigned DDC number: 00637
Number of references: 8
Title: Object Recognition with a Sparse and Autonomously Learned Representation Based on Banana Wavelets
Author:
Author:
Author:
Author:
Author:
Author:
Author:
Subject: Norbert Kruger,Gabriele Peters,Christoph Von Der Malsburg,Norbert Krugerx,Gabriele Petersx,Christoph Malsburgxz,Ruhr-universitat Bochum Object Recognition with a Sparse and Autonomously Learned Representation Based on Banana Wavelets
Description: We introduce an object recognition system, based on the well known Elastic Graph Matching (EGM), but includes significant improvements compared to earlier versions. Our basic features are banana wavelets, which are generalized Gabor wavelets. In addition to the qualities frequency and orientation, banana wavelets have the attributes curvature and size. Banana wavelets can be metrically organized. A sparse and efficient representation of object classes is learned utilizing this metric organization. Learning is guided by a sensible amount of a priori knowledge in form of basic principles. The learned representation is used for a fast matching. Significant speed up can be achieved by hierarchical processing of features. Furthermore manual construction of ground truth is replaced by an automatic generation of suitable training examples using motor controlled feedback. We motivate the biological plausibility of our approach by utilizing concepts like hierarchical processing or metrical orga...
Contributor: The Pennsylvania State University CiteSeer Archives
Publisher: unknown
Date: 1997-01-22
Pubyear: 1996
Format: ps
Identifier: http://citeseer.ist.psu.edu/171202.html
Source: ftp://ftp.neuroinformatik.ruhr-uni-bochum.de/pub/manuscripts/IRINI/irini96-11/IRINI96-11.ps.gz
Language: en
Relation:
Relation:
Relation:
Relation:
Relation:
Relation:
Relation:
Relation:
Rights: unrestricted
<?xml version="1.0" encoding="UTF-8"?>
<references_metadata>
<rec ID="/77935.html" Type="incollection" CiteSeer_Book="Handbook of Evolutionary Computation" CiteSeer_Volume="" Title="A comparison of selection mechanisms,">
<identifier Org="ISBN:0750306645" Paper_ID="/77935.html" Extracted="0750306645" DDC="006.3" Normalized_DDC="0063" Normalized_Weight="0.16666666666666666" />
<identifier Org="ISBN:0750308958" Paper_ID="/77935.html" Extracted="0750308958" DDC="006.3" Normalized_DDC="0063" Normalized_Weight="0.16666666666666666" />
<identifier Org="ISBN:0792372212" Paper_ID="/77935.html" Extracted="0792372212" DDC="519.7" Normalized_DDC="5197" Normalized_Weight="0.16666666666666666" />
<identifier Org="ISBN:0792375750" Paper_ID="/77935.html" Extracted="0792375750" DDC="630/.1/5118" Normalized_DDC="63015118" Normalized_Weight="0.16666666666666666" />
<identifier Org="ISBN:1558606734" Paper_ID="/77935.html" Extracted="1558606734" DDC="006.31019" Normalized_DDC="00631019" Normalized_Weight="0.16666666666666666" />
<identifier Org="ISBN:3540738789" Paper_ID="/77935.html" Extracted="3540738789" DDC="330.1" Normalized_DDC="3301" Normalized_Weight="0.16666666666666666" />
<identifier Org="ISBN:3835009877" Paper_ID="/77935.html" Extracted="3835009877" />
</rec>
<rec ID="/139708.html" Type="inproceedings" CiteSeer_Book="ICCV" CiteSeer_Volume="" Title="Closed-World Tracking,">
<identifier Org="ISBN:0387747249" Paper_ID="/139708.html" Extracted="0387747249" DDC="006.703" Normalized_DDC="006703" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:0769506437" Paper_ID="/139708.html" Extracted="0769506437" DDC="006.6/96" Normalized_DDC="006696" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:0818681837" Paper_ID="/139708.html" Extracted="0818681837" DDC="621.367" Normalized_DDC="621367" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:0863415040" Paper_ID="/139708.html" Extracted="0863415040" DDC="006.37" Normalized_DDC="00637" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:1586030132" Paper_ID="/139708.html" Extracted="1586030132" DDC="006.3" Normalized_DDC="0063" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:1586030345" Paper_ID="/139708.html" Extracted="1586030345" DDC="006.4" Normalized_DDC="0064" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:1591405696" Paper_ID="/139708.html" Extracted="1591405696" DDC="006.7" Normalized_DDC="0067" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:3540204180" Paper_ID="/139708.html" Extracted="3540204180" DDC="004" Normalized_DDC="004" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:3540219846" Paper_ID="/139708.html" Extracted="3540219846" DDC="006.3/7" Normalized_DDC="00637" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:3540239898" Paper_ID="/139708.html" Extracted="3540239898" DDC="621.38275" Normalized_DDC="62138275" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:3540312447" Paper_ID="/139708.html" Extracted="3540312447" DDC="006.3/7" Normalized_DDC="00637" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:3540402179" Paper_ID="/139708.html" Extracted="3540402179" DDC="006.4/2" Normalized_DDC="00642" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:3540403027" Paper_ID="/139708.html" Extracted="3540403027" DDC="006.4" Normalized_DDC="0064" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:3540425969" Paper_ID="/139708.html" Extracted="3540425969" DDC="006.4/2" Normalized_DDC="00642" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:3540437452" Paper_ID="/139708.html" Extracted="3540437452" DDC="006.3/7" Normalized_DDC="00637" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:3540607935" Paper_ID="/139708.html" Extracted="3540607935" DDC="006.3/7" Normalized_DDC="00637" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:3540675604" Paper_ID="/139708.html" Extracted="3540675604" DDC="006.3/7" Normalized_DDC="00637" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:3540688463" Paper_ID="/139708.html" Extracted="3540688463" />
<identifier Org="ISBN:3540742581" Paper_ID="/139708.html" Extracted="3540742581" DDC="621.36/7" Normalized_DDC="621367" Normalized_Weight="0.05555555555555555" />
</rec>
<rec ID="/176.html" Type="misc" CiteSeer_Book="" CiteSeer_Volume="" Title="Learning Weights in Discrimination Functions using a priori Constraints," />
<rec ID="/339418.html" Type="article" CiteSeer_Book="IEEE Transactions on Computers" CiteSeer_Volume="42" Title="Distortion Invariant Object Recognition in the Dynamic Link Architecture,">
<identifier Org="ISBN:0123757312" Paper_ID="/339418.html" Extracted="0123757312" DDC="153" Normalized_DDC="153" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:0262025779" Paper_ID="/339418.html" Extracted="0262025779" DDC="612.8/2/011" Normalized_DDC="61282011" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:0262071886" Paper_ID="/339418.html" Extracted="0262071886" DDC="153.15" Normalized_DDC="15315" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:0262121980" Paper_ID="/339418.html" Extracted="0262121980" DDC="612.8" Normalized_DDC="6128" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:0262700700" Paper_ID="/339418.html" Extracted="0262700700" DDC="006.4/2" Normalized_DDC="00642" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:038726194X" Paper_ID="/339418.html" Extracted="038726194X" DDC="006.4" Normalized_DDC="0064" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:0387747249" Paper_ID="/339418.html" Extracted="0387747249" DDC="006.703" Normalized_DDC="006703" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:0805821252" Paper_ID="/339418.html" Extracted="0805821252" />
<identifier Org="ISBN:0805841520" Paper_ID="/339418.html" Extracted="0805841520" />
<identifier Org="ISBN:1402071426" Paper_ID="/339418.html" Extracted="1402071426" DDC="621.389/28" Normalized_DDC="62138928" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:3540440119" Paper_ID="/339418.html" Extracted="3540440119" DDC="006.4" Normalized_DDC="0064" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:3540567984" Paper_ID="/339418.html" Extracted="3540567984" DDC="006.3" Normalized_DDC="0063" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:3540615105" Paper_ID="/339418.html" Extracted="3540615105" DDC="006.3" Normalized_DDC="0063" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:3540629092" Paper_ID="/339418.html" Extracted="3540629092" DDC="006.4/2" Normalized_DDC="00642" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:3540644245" Paper_ID="/339418.html" Extracted="3540644245" DDC="004/.01/9" Normalized_DDC="004019" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:3540669353" Paper_ID="/339418.html" Extracted="3540669353" DDC="004/.01/9" Normalized_DDC="004019" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:3540675604" Paper_ID="/339418.html" Extracted="3540675604" DDC="006.3/7" Normalized_DDC="00637" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:3540730397" Paper_ID="/339418.html" Extracted="3540730397" DDC="621.36/7" Normalized_DDC="621367" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:4431730184" Paper_ID="/339418.html" Extracted="4431730184" DDC="152.14" Normalized_DDC="15214" Normalized_Weight="0.05555555555555555" />
<identifier Org="ISBN:9810242786" Paper_ID="/339418.html" Extracted="9810242786" DDC="006.4/2" Normalized_DDC="00642" Normalized_Weight="0.05555555555555555" />
</rec>
<rec ID="/287402.html" Type="misc" CiteSeer_Book="" CiteSeer_Volume="" Title="Sparse coding with an overcomplete basis set: A strategy employed by V,">
<identifier Org="ISBN:0262195348" Paper_ID="/287402.html" Extracted="0262195348" />
<identifier Org="ISBN:0521792983" Paper_ID="/287402.html" Extracted="0521792983" DDC="006.3/2" Normalized_DDC="00632" Normalized_Weight="1.0" />
<identifier Org="ISBN:0780393317" Paper_ID="/287402.html" Extracted="0780393317" />
</rec>
<rec ID="/26665.html" Type="misc" CiteSeer_Book="" CiteSeer_Volume="" Title="SHOSLIF-O: SHOSLIF for object recognition and image retrieval (phase II,">
<identifier Org="ISBN:3540430342" Paper_ID="/26665.html" Extracted="3540430342" DDC="515.2433" Normalized_DDC="5152433" Normalized_Weight="1.0" />
</rec>
<rec ID="/20302.html" Type="inproceedings" CiteSeer_Book="Proceedings of the Second International Conference on Automatic Face and Gesture Recognition 1996 Killington Vermont USA October 1416" CiteSeer_Volume="" Title="Robust Classification of Hand Postures against Complex Backgrounds,">
<identifier Org="ISBN:078035530X" Paper_ID="/20302.html" Extracted="078035530X" DDC="006.3/2" Normalized_DDC="00632" Normalized_Weight="0.09090909090909091" />
<identifier Org="ISBN:0791836991" Paper_ID="/20302.html" Extracted="0791836991" DDC="620/.0042" Normalized_DDC="6200042" Normalized_Weight="0.09090909090909091" />
<identifier Org="ISBN:080583270X" Paper_ID="/20302.html" Extracted="080583270X" DDC="04/.01/9" Normalized_DDC="04019" Normalized_Weight="0.09090909090909091" />
<identifier Org="ISBN:0818677139" Paper_ID="/20302.html" Extracted="0818677139" DDC="006.4/2" Normalized_DDC="00642" Normalized_Weight="0.09090909090909091" />
<identifier Org="ISBN:0849320550" Paper_ID="/20302.html" Extracted="0849320550" DDC="006.4/2" Normalized_DDC="00642" Normalized_Weight="0.09090909090909091" />
<identifier Org="ISBN:3540433996" Paper_ID="/20302.html" Extracted="3540433996" DDC="629.8/92" Normalized_DDC="629892" Normalized_Weight="0.09090909090909091" />
<identifier Org="ISBN:3540644105" Paper_ID="/20302.html" Extracted="3540644105" DDC="006.3/7" Normalized_DDC="00637" Normalized_Weight="0.09090909090909091" />
<identifier Org="ISBN:3540644245" Paper_ID="/20302.html" Extracted="3540644245" DDC="004/.01/9" Normalized_DDC="004019" Normalized_Weight="0.09090909090909091" />
<identifier Org="ISBN:3540669353" Paper_ID="/20302.html" Extracted="3540669353" DDC="004/.01/9" Normalized_DDC="004019" Normalized_Weight="0.09090909090909091" />
<identifier Org="ISBN:3540675604" Paper_ID="/20302.html" Extracted="3540675604" DDC="006.3/7" Normalized_DDC="00637" Normalized_Weight="0.09090909090909091" />
<identifier Org="ISBN:3540762639" Paper_ID="/20302.html" Extracted="3540762639" DDC="006.3/2" Normalized_DDC="00632" Normalized_Weight="0.09090909090909091" />
</rec>
<rec ID="/24494.html" Type="misc" CiteSeer_Book="" CiteSeer_Volume="" Title="Face Recognition and Gender Determination,">
<identifier Org="ISBN:0201309904" Paper_ID="/24494.html" Extracted="0201309904" DDC="006.7" Normalized_DDC="0067" Normalized_Weight="0.06666666666666667" />
<identifier Org="ISBN:0780354680" Paper_ID="/24494.html" Extracted="0780354680" />
<identifier Org="ISBN:0792383451" Paper_ID="/24494.html" Extracted="0792383451" DDC="006.4" Normalized_DDC="0064" Normalized_Weight="0.06666666666666667" />
<identifier Org="ISBN:0818674563" Paper_ID="/24494.html" Extracted="0818674563" DDC="629.8/9" Normalized_DDC="62989" Normalized_Weight="0.06666666666666667" />
<identifier Org="ISBN:0818677139" Paper_ID="/24494.html" Extracted="0818677139" DDC="006.4/2" Normalized_DDC="00642" Normalized_Weight="0.06666666666666667" />
<identifier Org="ISBN:0818679190" Paper_ID="/24494.html" Extracted="0818679190" />
<identifier Org="ISBN:1852334452" Paper_ID="/24494.html" Extracted="1852334452" DDC="005.3" Normalized_DDC="0053" Normalized_Weight="0.06666666666666667" />
<identifier Org="ISBN:3540221468" Paper_ID="/24494.html" Extracted="3540221468" DDC="006.4" Normalized_DDC="0064" Normalized_Weight="0.06666666666666667" />
<identifier Org="ISBN:3540262040" Paper_ID="/24494.html" Extracted="3540262040" DDC="004" Normalized_DDC="004" Normalized_Weight="0.06666666666666667" />
<identifier Org="ISBN:3540287523" Paper_ID="/24494.html" Extracted="3540287523" DDC="006.32" Normalized_DDC="00632" Normalized_Weight="0.06666666666666667" />
<identifier Org="ISBN:3540403027" Paper_ID="/24494.html" Extracted="3540403027" DDC="006.4" Normalized_DDC="0064" Normalized_Weight="0.06666666666666667" />
<identifier Org="ISBN:3540615105" Paper_ID="/24494.html" Extracted="3540615105" DDC="006.3" Normalized_DDC="0063" Normalized_Weight="0.06666666666666667" />
<identifier Org="ISBN:3540639306" Paper_ID="/24494.html" Extracted="3540639306" DDC="621.36/7" Normalized_DDC="621367" Normalized_Weight="0.06666666666666667" />
<identifier Org="ISBN:3540639314" Paper_ID="/24494.html" Extracted="3540639314" DDC="621.36/7" Normalized_DDC="621367" Normalized_Weight="0.06666666666666667" />
<identifier Org="ISBN:3540644105" Paper_ID="/24494.html" Extracted="3540644105" DDC="006.3/7" Normalized_DDC="00637" Normalized_Weight="0.06666666666666667" />
<identifier Org="ISBN:3540755543" Paper_ID="/24494.html" Extracted="3540755543" DDC="006.3/7" Normalized_DDC="00637" Normalized_Weight="0.06666666666666667" />
<identifier Org="ISBN:8177645323" Paper_ID="/24494.html" Extracted="8177645323" DDC="621.399" Normalized_DDC="621399" Normalized_Weight="0.06666666666666667" />
</rec>
<rec ID="SELF" Type="SELF" CiteSeer_Book="SELF" CiteSeer_Volume="SELF" Title="Object Recognition with a Sparse and Autonomously Learned Representation Based on Banana Wavelets">
<identifier Org="ISBN:0521631971" Paper_ID="SELF" Extracted="0521631971" DDC="612.8/2" Normalized_DDC="61282" Normalized_Weight="1.0" />
</rec>
</references_metadata>