%PDF-1.5
%
4 0 obj
<< /S /GoTo /D (section*.2) >>
endobj
7 0 obj
(LEMBAR PENGESAHAN)
endobj
8 0 obj
<< /S /GoTo /D (section*.4) >>
endobj
11 0 obj
(LEMBAR PERNYATAAN ORISINALITAS)
endobj
12 0 obj
<< /S /GoTo /D (section*.6) >>
endobj
15 0 obj
(ABSTRAK)
endobj
16 0 obj
<< /S /GoTo /D (section*.7) >>
endobj
19 0 obj
(ABSTRACT)
endobj
20 0 obj
<< /S /GoTo /D (section*.8) >>
endobj
23 0 obj
(Kata Pengantar)
endobj
24 0 obj
<< /S /GoTo /D (section*.9) >>
endobj
27 0 obj
(UCAPAN TERIMA KASIH)
endobj
28 0 obj
<< /S /GoTo /D (Item.18) >>
endobj
31 0 obj
(DAFTAR ISI)
endobj
32 0 obj
<< /S /GoTo /D (Item.18) >>
endobj
34 0 obj
(DAFTAR GAMBAR)
endobj
35 0 obj
<< /S /GoTo /D (Item.18) >>
endobj
37 0 obj
(DAFTAR TABEL)
endobj
38 0 obj
<< /S /GoTo /D (section*.10) >>
endobj
41 0 obj
(DAFTAR SINGKATAN)
endobj
42 0 obj
<< /S /GoTo /D (section*.11) >>
endobj
45 0 obj
(DAFTAR LAMPIRAN)
endobj
46 0 obj
<< /S /GoTo /D (chapter.1) >>
endobj
49 0 obj
(I Pendahuluan)
endobj
50 0 obj
<< /S /GoTo /D (section.1.1) >>
endobj
53 0 obj
(1.1 Latar Belakang Masalah)
endobj
54 0 obj
<< /S /GoTo /D (section.1.2) >>
endobj
57 0 obj
(1.2 Tujuan Penelitian)
endobj
58 0 obj
<< /S /GoTo /D (section.1.3) >>
endobj
61 0 obj
(1.3 Rumusan Masalah)
endobj
62 0 obj
<< /S /GoTo /D (section.1.4) >>
endobj
65 0 obj
(1.4 Batasan Masalah)
endobj
66 0 obj
<< /S /GoTo /D (section.1.5) >>
endobj
69 0 obj
(1.5 Metode Penelitian)
endobj
70 0 obj
<< /S /GoTo /D (section.1.6) >>
endobj
73 0 obj
(1.6 Sistematika Penulisan)
endobj
74 0 obj
<< /S /GoTo /D (chapter.2) >>
endobj
77 0 obj
(II Konsep Dasar)
endobj
78 0 obj
<< /S /GoTo /D (section.2.1) >>
endobj
81 0 obj
(2.1 Kulit)
endobj
82 0 obj
<< /S /GoTo /D (section.2.2) >>
endobj
85 0 obj
(2.2 Jenis Penyakit Kulit)
endobj
86 0 obj
<< /S /GoTo /D (section.2.3) >>
endobj
89 0 obj
(2.3 Citra Digital)
endobj
90 0 obj
<< /S /GoTo /D (subsection.2.3.1) >>
endobj
93 0 obj
(2.3.1 Citra RGB)
endobj
94 0 obj
<< /S /GoTo /D (subsection.2.3.2) >>
endobj
97 0 obj
(2.3.2 Citra Grayscale)
endobj
98 0 obj
<< /S /GoTo /D (subsection.2.3.3) >>
endobj
101 0 obj
(2.3.3 Resolusi Citra)
endobj
102 0 obj
<< /S /GoTo /D (section.2.4) >>
endobj
105 0 obj
(2.4 Ekstraksi Ciri)
endobj
106 0 obj
<< /S /GoTo /D (section.2.5) >>
endobj
109 0 obj
(2.5 Histogram of Oriented Gradients \(HOG\))
endobj
110 0 obj
<< /S /GoTo /D (section.2.6) >>
endobj
113 0 obj
(2.6 Jaringan Syaraf Tiruan \(JST\))
endobj
114 0 obj
<< /S /GoTo /D (subsection.2.6.1) >>
endobj
117 0 obj
(2.6.1 Lapisan Jaringan Syaraf Tiruan)
endobj
118 0 obj
<< /S /GoTo /D (section.2.7) >>
endobj
121 0 obj
(2.7 Backpropagation)
endobj
122 0 obj
<< /S /GoTo /D (subsection.2.7.1) >>
endobj
125 0 obj
(2.7.1 Fungsi Aktivasi Backpropagation)
endobj
126 0 obj
<< /S /GoTo /D (subsection.2.7.2) >>
endobj
129 0 obj
(2.7.2 Algoritma Pelatihan Backpropagation)
endobj
130 0 obj
<< /S /GoTo /D (chapter.3) >>
endobj
133 0 obj
(III Model Sistem Dan Perancangan)
endobj
134 0 obj
<< /S /GoTo /D (section.3.1) >>
endobj
137 0 obj
(3.1 Desain Sistem)
endobj
138 0 obj
<< /S /GoTo /D (section.3.2) >>
endobj
141 0 obj
(3.2 Akuisisi Data)
endobj
142 0 obj
<< /S /GoTo /D (section.3.3) >>
endobj
145 0 obj
(3.3 Preprocessing)
endobj
146 0 obj
<< /S /GoTo /D (section.3.4) >>
endobj
149 0 obj
(3.4 Ekstraksi Ciri)
endobj
150 0 obj
<< /S /GoTo /D (section.3.5) >>
endobj
153 0 obj
(3.5 Pelatihan Jaringan Syaraf Tiruan Backpropagation)
endobj
154 0 obj
<< /S /GoTo /D (section.3.6) >>
endobj
157 0 obj
(3.6 Klasifikasi)
endobj
158 0 obj
<< /S /GoTo /D (section.3.7) >>
endobj
161 0 obj
(3.7 Identifikasi Penyakit Kulit)
endobj
162 0 obj
<< /S /GoTo /D (section.3.8) >>
endobj
165 0 obj
(3.8 Performansi Sistem)
endobj
166 0 obj
<< /S /GoTo /D (chapter.4) >>
endobj
169 0 obj
(IV Pengujian Sistem dan Analisis)
endobj
170 0 obj
<< /S /GoTo /D (section.4.1) >>
endobj
173 0 obj
(4.1 Spesifikasi Sistem)
endobj
174 0 obj
<< /S /GoTo /D (section.4.2) >>
endobj
177 0 obj
(4.2 Tahapan Pengujian Sistem)
endobj
178 0 obj
<< /S /GoTo /D (section.4.3) >>
endobj
181 0 obj
(4.3 Analisis Performansi Sistem)
endobj
182 0 obj
<< /S /GoTo /D (subsection.4.3.1) >>
endobj
185 0 obj
(4.3.1 Pengaruh Perubahan Cell Size pada HOG)
endobj
186 0 obj
<< /S /GoTo /D (subsection.4.3.2) >>
endobj
189 0 obj
(4.3.2 Pengaruh Perubahan Block Size pada HOG)
endobj
190 0 obj
<< /S /GoTo /D (subsection.4.3.3) >>
endobj
193 0 obj
(4.3.3 Pengaruh Perubahan Bin Number pada HOG)
endobj
194 0 obj
<< /S /GoTo /D (subsection.4.3.4) >>
endobj
197 0 obj
(4.3.4 Pengaruh Perubahan Epoch pada JST)
endobj
198 0 obj
<< /S /GoTo /D (subsection.4.3.5) >>
endobj
201 0 obj
(4.3.5 Pengaruh Perubahan Hidden Layer pada JST)
endobj
202 0 obj
<< /S /GoTo /D (chapter.5) >>
endobj
205 0 obj
(V Kesimpulan dan Saran)
endobj
206 0 obj
<< /S /GoTo /D (section.5.1) >>
endobj
209 0 obj
(5.1 Kesimpulan)
endobj
210 0 obj
<< /S /GoTo /D (section.5.2) >>
endobj
213 0 obj
(5.2 Saran)
endobj
214 0 obj
<< /S /GoTo /D (Item.80) >>
endobj
217 0 obj
(DAFTAR PUSTAKA)
endobj
218 0 obj
<< /S /GoTo /D (section*.50) >>
endobj
221 0 obj
(LAMPIRAN)
endobj
222 0 obj
<< /S /GoTo /D [223 0 R /FitH] >>
endobj
226 0 obj <<
/Length 650
/Filter /FlateDecode
>>
stream
xڅTMs0W(8)d2&9wAM.hW}EψxF?YjbRr" A@"YIjbKj-Tx4^iwVi!60Vٸ1|sv,@6H=C^j,% j#m7"VY<@N=B)z{v -D}"\w =vx*dtr)g~LZy Q'@NPXK<Yͧ"7GUv%:~&ca^0ؓbK([Wq8Nܨb8真fpK :vg>՛zkC{^6fw<>T;+4zNBȞR>>i5Y4լwi֘QkmG}\L>%^?({i^.)m{M[q~2ЄC[E 4CvG\#UcRHλ>-1 ;9X]~lgWjb?ĹK('L6KtMT8j $S4Jt7Н*Ue>*J$Mc9^`d> endobj
224 0 obj <<
/Type /XObject
/Subtype /Image
/Width 453
/Height 453
/BitsPerComponent 8
/Length 25967
/ColorSpace /DeviceRGB
/Filter /DCTDecode
>>
stream
JFIF C
C "
} !1AQa"q2#BR$3br
%&'()*456789:CDEFGHIJSTUVWXYZcdefghijstuvwxyz
w !1AQaq"2B #3Rbr
$4%&'()*56789:CDEFGHIJSTUVWXYZcdefghijstuvwxyz ? ( ( ( ( ( ( ( ( <~!}τY ơqu{1otQ321:.B_ xHr>c. f'Gr}Mw_]edv4WZ'sՔai qt:_sՀ1L{^C +9Z? 3íR&Y_[JQ^3||23O C-_g Z ?c /8q }S =)7]IcjO! bME♖-;/eqkߖGR/Z-QWZs_=*xM5i[N}
^$Nq](@QE QE QX, }wĚB`qﰯ9࢟<>η~v Me:I/݇1ze/H#h?ୟebhl=e앗p ?z=` =;d 0g 㱚Կ?Ɨ!Y>)Gxt]FP"UHiv}?Y 9 'W;1hľ#6k\>T;wOIV] e</=!^ |I_dqQ|W㸖"7ע ~ ^fDzN:9ɧgm]}i3?mXӾx6Gk"hF{'_|i |xf○mKKahA& G֊,Ne y7%pKR\ vV^DW/=M!I#f>MEE}VVAڏN(hwE ?/W ) J G[W~ u~ p ۂ(?
(
(
(
(
(
(
(
(
(
(
(
(
(
(
(?Oۋ_Mz^Xx_?_;z^]kO 3a?%2A\ǥEb{BA4G I Ҍ^~"8@ A#~4 cA@O.&z+"]4t B~|W?, *z0y<9֏z( Fhf 9s@4c ~ |DoJW:ڿ|3 إ ξ %GÇQE} QE QE QE QE QE QE QE QE QE QE QE QE QE QE QE~?y_O/)'_ONz^YFIq?ƟQ t tJ91Gb{A"ʎ=sH?F*9 A8٠g( sh3Ah$w'2q+4?+W?, jɠV1 P=E#hϭ (آʎI4Q D/?R _m_B+ m_u3 Cǟ*??ࢊ+O(((((((((((((((__,.qHYBTltGDbl5(IǑK"HTn
e$}n~}"/ :
I)ӎ+%xwsU &~l"E\ ʧ 5~HΞ~\]'/VjVx|; *?Iq oi ~ m@o?i ~|(` _z " k OZ~ jH /I]0dc$~|c-"iO V_ֿZ+9N5$l Dv~\A%xr/Zw=͕dE