A. Retrieval Evaluation
First, the low dimensional subspaces of the cartoon
database are learned by the subspace learning algorithms,
including semi-MSL, MSL, UMSL, UBDML, CGS,
FCSL, DMSL, and SSL, and second, based on each lowdimensional
subspace, a standard retrieval procedure is
conducted for all characters in the database. In detail, for
each category, one cartoon character is selected as a
query, and thus, 100 cartoon characters are used as
queries, respectively. Then, all the other characters in the
database (including other categories) are ranked according
to the Euclidean distance to the query computed in the
low-dimensional subspace. For each query cartoon
character, the top N characters are obtained, among which
the number of characters from the same class as the query
shape is recorded. The precision rate, shown in table 1 is
the ratio of the recorded number to N.
A. Retrieval EvaluationFirst, the low dimensional subspaces of the cartoondatabase are learned by the subspace learning algorithms,including semi-MSL, MSL, UMSL, UBDML, CGS,FCSL, DMSL, and SSL, and second, based on each lowdimensionalsubspace, a standard retrieval procedure isconducted for all characters in the database. In detail, foreach category, one cartoon character is selected as aquery, and thus, 100 cartoon characters are used asqueries, respectively. Then, all the other characters in thedatabase (including other categories) are ranked accordingto the Euclidean distance to the query computed in thelow-dimensional subspace. For each query cartooncharacter, the top N characters are obtained, among whichthe number of characters from the same class as the queryshape is recorded. The precision rate, shown in table 1 isthe ratio of the recorded number to N.
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A. Retrieval Evaluation
First, the low dimensional subspaces of the Cartoon
Database are learned by the Learning subspace algorithms,
including semi-MSL, MSL, UMSL, UBDML, CGS,
FCSL, DMSL, and SSL, and second, based on each Lowdimensional
subspace. , a standard Retrieval procedure is
conducted for all characters in the Database. In detail, for
each Category, Cartoon Character one is selected as a
query, and thus, 100 Cartoon characters are used as
queries, respectively. Then, all the characters in the Other
Database (including Other categories) are ranked according
to the Euclidean Distance to the query computed in the
low-dimensional subspace. For each query Cartoon
Character, the top N characters are obtained, among which
the Number of characters from the Same Class as the query
Shape is Recorded. The Precision rate, shown in Table 1 is
the ratio of the Recorded Number to N.
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