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Novan Wijaya
Universitas Multi Data Palembang
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Journal : Knowledge Engineering and Data Science

 1 
Capital Letter Pattern Recognition in Text to Speech by Way of Perceptron Algorithm Novan Wijaya
Knowledge Engineering and Data Science Vol 1, No 1 (2018)
Publisher : Universitas Negeri Malang

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (538.302 KB) | DOI: 10.17977/um018v1i12018p26-32

Abstract

Computer vision is a data transformation retrieved or generated from webcam into another form in means of determining decision. All kinds of transformations are carried through to attain specific aims. One of the supporting techniques in implementing computer vision on a system is digital image processing as the objective of digital image processing is to transform digital-formatted picture so that it can be processed in computer. Computer vision and digital image processing can be implemented in a system of capital letter introduction and real-time handwriting reading on a whiteboard supported by artificial neural network mode “perceptron algorithm” used as a learning technique for the system to learn and recognize the letters. The way it works is captured in letter pattern using a webcam and generates a continuous image that is transformed into digital image form and processed using several techniques such as grayscale image, thresholding, and cropping image.
Co-Authors Adelia Rizky Febriyanti Adit Jansa Akhsani Taqwiym Akhsani Taqwiym Akhsani Taqwiym Aljabbar, Jodi Putra Alyssa Hasyim Ambar Yani, Siti Amirah, Syabina Najla Andrean Tjen andreyas Anisa Rahmawati Anton Wibowo Anugrah Ridwan Arman Pratama, Muhammad Atika, Rindi Az Zahrah, Siti Fatimah Bryant Ansky Cahayadi, Albert Dafid . Daniel Lim Daniel Udjulawa Darmawan, Dean Dedi Ferdinan Manalu Derry Alamsyah Devella, Siska Dicky Pratama Dicky Ryanto Fernandes Effendy, Qrizky Putra Eric Candra Febryan, Migel Orvin Felix Felix Felix Gunawan Firno Justira, Reinkar Georgerius Alesandro Christianto Hafiz Irsyad Hariyadi, Dyon Fillipo Agma Hasibuan, Citra Fadilah Heriyanto Heriyanto Inayatullah, Inayatullah Jefry Jihan Ghassani Johan, Femmy Kamaruddin Sanjaya, Herry Karolina, umi Kelvin Stepanus Kevin Susanto Lee, Raphael Lie, Kenny M Ezar Al Rivan M Rafli M. Gilang, Seftian Maulana Malik, Maulana Mawarni, Marselyna Fitri Meiriyama, Meiriyama Molavi Arman Mughny, Tria Nanda Muhammad Akbar Muhammad Wildan Muhammad, Fadhel Muliawan, Indra Musyaffa, Daffa Yudha Nabil Syawaludin Prima Nabila Nabila Nadya Putri Suryani Nicolas Jacky Pratama Hasan Olivia Patricia, Grace Putri, Dina Lestari Rahmad Firdaus Rajaguguk, M. Rifaldi Febriansyah Riadi, Safina Rizaldy, Alya Putri RR. Ella Evrita Hestiandari Siska Amelia, Siska Steven Tan, Steven Sudarsono, Ariel Suryanto, Serenity Devina Suwanto, Fredy Syeira, Khaerani Tandoballa, Lucky Taqwiym, Akhsani Taqwiym, Akhsani Taqwiym, Akhsani Tinaliah, Tinaliah Tri Buana Ayu Tri Wahyu Cahyo Septa Triana Elizabeth, Triana Veraldo, Veraldo Verta, Marselia Verty, Jennifer Vivin Oktavia Wahyu Putra Satrio Wendy Steven Wulandari, Selvi Putri Yohanes Billy Wicaksono Yohannes, Yohannes