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Novan Wijaya
Universitas Multi Data Palembang
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Journal : knowledge engineering and data science

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Capital Letter Pattern Recognition in Text to Speechby Way of Perceptron Algorithm Wijaya, Novan
Knowledge Engineering and Data Science
Publisher : citeus

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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 Albert Cahayadi Aljabbar, Jodi Putra Alyssa Hasyim Amirah, Syabina Najla Andrean Tjen andreyas Anisa Rahmawati Anton Wibowo Anugrah Ridwan Ariel Sudarsono Atika, Rindi Attallah, Muhammad Syauqi Bryant Ansky Calvin_Steven Chandra Chandra, Yeremia Agung Daffa Yudha Musyaffa Dafid . Daniel Lim Daniel Udjulawa Darmawan, Dean Dedi Ferdinan Manalu Derry Alamsyah Devella, Siska Dicky Pratama Dicky Ryanto Fernandes Dina Lestari Putri Earlando Moza Effendy, Qrizky Putra Entarisa Asma Kartika Eric Candra Erika Putri Say Fadhel Muhammad Felix Felix Felix Gunawan Femmy Johan Ferry Salim, Nicklause Felix Georgerius Alesandro Christianto Hafiz Irsyad Hariyadi, Dyon Fillipo Agma Hartono, Jeremy Allegrato Hasibuan, Citra Fadilah Heriyanto Heriyanto Inayatullah Inayatullah Jefry Jennifer Verty Jeremy Allegrato Hartono Jhonsen, Rio Jihan Ghassani Kamaruddin Sanjaya, Herry Karolina, umi Kelvin Stepanus Kevin Susanto Lie, Kenny M Rafli M. Gilang, Seftian Marselia Verta Maulana Malik Mawarni, Marselyna Fitri Meiriyama, Meiriyama Michael Felix Chandra Migel Orvin Febryan Molavi Arman Mughny, Tria Nanda Muhammad Akbar Muhammad Arman Pratama Muhammad Dzaky Raihan Muhammad Ezar Al Rivan Muhammad Syauqi Attallah Muhammad Wildan Muliawan, Indra Nabil Syawaludin Prima Nabila Nabila Nadya Putri Suryani Nicklause Felix Ferry Salim Nicolas Jacky Pratama Hasan Olivia Pambudi, Readysna Krisna Patricia, Grace Raden George Samuel Budi Rajaguguk, M. Rifaldi Febriansyah Raphael Lee Reinkar Firno Justira Riadi, Safina Rio Jhonsen Rizaldy, Alya Putri RR. Ella Evrita Hestiandari Serenity Devina Suryanto Siska Amelia Siti Ambar Yani Siti Fatimah Az Zahrah Steven Tan, Steven Suwanto, Fredy Tandoballa, Lucky Taqwiym, Akhsani Taqwiym, Akhsani Taqwiym, Akhsani Tinaliah, Tinaliah Tri Buana Ayu Tri Wahyu Cahyo Septa Triana Elizabeth, Triana Veraldo Veraldo Vivin Oktavia Wahyu Putra Satrio Wendy Steven Wilcent Wilcent Wulandari, Selvi Putri Yeremia Agung Chandra Yohanes Billy Wicaksono Yohannes, Yohannes