{"id":29473,"date":"2026-03-30T07:52:56","date_gmt":"2026-03-30T00:52:56","guid":{"rendered":"https:\/\/stei.itb.ac.id\/?page_id=29473"},"modified":"2026-05-19T15:00:22","modified_gmt":"2026-05-19T08:00:22","slug":"rinaldi","status":"publish","type":"page","link":"https:\/\/stei.itb.ac.id\/en\/dosen\/rinaldi\/","title":{"rendered":"Rinaldi"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><div class=\"fullwidth\" ><div class=\"vc_row wpb_row vc_row-fluid vc_custom_1723006534081 vc_row-has-fill\"><div class=\"wpb_column vc_column_container vc_col-sm-12\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"container\" ><div class=\"vc_row wpb_row vc_inner vc_row-fluid vc_row-o-content-bottom vc_row-flex\"><div class=\"tutun1 wpb_column vc_column_container vc_col-sm-6\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element vc_custom_1774831485654\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h1>Prof. Dr. Ir. Rinaldi, M.T<\/h1>\n<h3><em>INFORMATICS<\/em><\/h3>\n\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_text_column wpb_content_element vc_custom_1774831684675\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p>Email : <a href=\"mailto:rinaldi@staff.stei.itb.ac.id\">rinaldi@staff.stei.itb.ac.id<\/a><\/p>\n<p><!--ScriptorEndFragment--><\/p>\n\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_text_column wpb_content_element vc_custom_1774831781820\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p>Prof. Rinaldi is a lecturer at STEI-ITB who teaches lectures in the Informatics Engineering (IF) Study Program of ITB and the Information Systems and Technology (STI) Study Program of ITB. Prof. Rinaldi received his Bachelor's degree (Ir) in Informatics Engineering and Master's degree in Engineering (M.T) from the Bandung Institute of Technology, and his Doctorate degree from the School of Electrical Engineering and Informatics of ITB with a research topic of asymmetric image watermarking.<\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><div class=\"tutun2 wpb_column vc_column_container vc_col-sm-6\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div  class=\"wpb_single_image wpb_content_element vc_align_right wpb_content_element\">\n\t\t\n\t\t<figure class=\"wpb_wrapper vc_figure\">\n\t\t\t<div class=\"vc_single_image-wrapper   vc_box_border_grey\"><img loading=\"lazy\" decoding=\"async\" width=\"333\" height=\"500\" src=\"https:\/\/stei.itb.ac.id\/wp-content\/uploads\/Rinaldi-Munir.jpg\" class=\"vc_single_image-img attachment-full\" alt=\"\" title=\"Rinaldi Munir\" \/><\/div>\n\t\t<\/figure>\n\t<\/div>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"container\" ><div class=\"vc_row wpb_row vc_row-fluid vc_custom_1723012029623\"><div class=\"wpb_column vc_column_container vc_col-sm-6\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p>Prof. Rinaldi teaches several courses in the Informatics Engineering Study Program, including Discrete Mathematics, Linear Algebra and Geometry, Algorithmic Strategies, Cryptography, and Digital Image Processing. He also teaches Cryptography in the Information Systems and Technology (STI) Study Program.<\/p>\n<p>Prof. Rinaldi enjoys writing, and has currently produced several academic books, namely Discrete Mathematics, Algorithms and Programming, Numerical Methods, Cryptography, and Digital Image Processing with an Algorithmic Approach.<\/p>\n<p>Prof. Rinaldi currently specializes in cryptography and steganography, serving as a Professor in the same field. In addition to cryptography and steganography, Prof. Rinaldi is also interested in research related to digital image processing, computer vision, graph theory, and numerical computing.<\/p>\n<p>Prof. Rinaldi supervises the Final Projects of Informatics Engineering and Information Systems and Technology undergraduate students, Master's Theses in Informatics, and Doctoral Theses in Electrical and Informatics Engineering. The research topics of undergraduate, master's, and doctoral students are related to image processing, computer vision, cryptography, steganography and watermarking, steganalysis, information security, fuzzy logic, graph theory, etc.<\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-6\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\"><div class=\"vc_tta-container\" data-vc-action=\"collapse\"><div class=\"vc_general vc_tta vc_tta-tabs vc_tta-color-grey vc_tta-style-tab_style1 vc_tta-shape-rounded vc_tta-spacing-1 vc_tta-tabs-position-top vc_tta-controls-align-left\"><div class=\"vc_tta-tabs-container\"><ul class=\"vc_tta-tabs-list\" role=\"tablist\"><li class=\"vc_tta-tab vc_active\" data-vc-tab role=\"presentation\"><a href=\"#1754289355610-1d1180e3-50b4\" data-vc-tabs data-vc-container=\".vc_tta\" role=\"tab\" aria-selected=\"false\" id=\"tab-1754289355610-1d1180e3-50b4\"><span class=\"vc_tta-title-text\">Project<\/span><\/a><\/li><li class=\"vc_tta-tab\" data-vc-tab role=\"presentation\"><a href=\"#1754289355627-7ad64acd-3a8d\" data-vc-tabs data-vc-container=\".vc_tta\" role=\"tab\" aria-selected=\"false\" id=\"tab-1754289355627-7ad64acd-3a8d\"><span class=\"vc_tta-title-text\">Publication<\/span><\/a><\/li><li class=\"vc_tta-tab\" data-vc-tab role=\"presentation\"><a href=\"#1761546951351-9736f4f6-aa07\" data-vc-tabs data-vc-container=\".vc_tta\" role=\"tab\" aria-selected=\"false\" id=\"tab-1761546951351-9736f4f6-aa07\"><span class=\"vc_tta-title-text\">HKI<\/span><\/a><\/li><\/ul><\/div><div class=\"vc_tta-panels-container\"><div class=\"vc_tta-panels\"><div class=\"vc_tta-panel vc_active\" id=\"1754289355610-1d1180e3-50b4\" data-vc-content=\".vc_tta-panel-body\"><div class=\"vc_tta-panel-heading\"><h4 class=\"vc_tta-panel-title\"><a href=\"#1754289355610-1d1180e3-50b4\" data-vc-accordion data-vc-container=\".vc_tta-container\"><span class=\"vc_tta-title-text\">Project<\/span><\/a><\/h4><\/div><div class=\"vc_tta-panel-body\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<ol>\n<li class=\"scriptor-paragraph\">Early Prediction System for National Rice Production Based on Multi-Modal Deep Learning and Satellite Data Integration-BPS (2025)<\/li>\n<li class=\"scriptor-paragraph\">ICAICTA 2024 Conference Assistance Proposal (2024)<\/li>\n<li class=\"scriptor-paragraph\">Reversible Watermarking on Vector Maps (2024)<\/li>\n<li class=\"scriptor-paragraph\">PPS-PDD - Caption generator model for rock images using the Semantic Object approach through feature map, feature text, and attention representation (2023)<\/li>\n<li class=\"scriptor-paragraph\">Pengembangan Algoritma Kriptografi Nirsimetri Berbasis Chaos (2023)<\/li>\n<li class=\"scriptor-paragraph\">Doctoral Dissertation Research - Profile Face Identification to Frontal Face is Open Set on a Very Limited Dataset (2023)<\/li>\n<li class=\"scriptor-paragraph\">Caption generator model for rock images using the Semantic Object approach through Feature Map, Feature Text, and Attention Representation (2022)<\/li>\n<li class=\"scriptor-paragraph\">Improving Accuracy Through Area Selection Strategy in Gender Recognition (2021)<\/li>\n<li class=\"scriptor-paragraph\">Demographic Data Calculation Through Facial Recognition-Based Gender Classification (2020)<\/li>\n<li class=\"scriptor-paragraph\">Image Retrieval Berbasiskan Graph (2020)<\/li>\n<li class=\"scriptor-paragraph\">Development of a Fragile Watermarking Program for Authenticating Digital Video Works (2019)<\/li>\n<li class=\"scriptor-paragraph\">Digital Video Encryption With Visual Cryptography (2018)<\/li>\n<li class=\"scriptor-paragraph\">Congestion Detection Model Based on Vehicle Density and Speed Level (2016)<\/li>\n<li class=\"scriptor-paragraph\">Design and Implementation of Data Security System for Radar (2014)<\/li>\n<li class=\"scriptor-paragraph\">Development of Several Selective Encryption Algorithms for Digital Images Using Chaos Functions (2012)<\/li>\n<\/ol>\n<div class=\"scriptor-paragraph\"><!--ScriptorEndFragment--><\/div>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><div class=\"vc_tta-panel\" id=\"1754289355627-7ad64acd-3a8d\" data-vc-content=\".vc_tta-panel-body\"><div class=\"vc_tta-panel-heading\"><h4 class=\"vc_tta-panel-title\"><a href=\"#1754289355627-7ad64acd-3a8d\" data-vc-accordion data-vc-container=\".vc_tta-container\"><span class=\"vc_tta-title-text\">Publication<\/span><\/a><\/h4><\/div><div class=\"vc_tta-panel-body\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<div class=\"scriptor-paragraph\">TerraSegNet: Bilateral Axial Attention Network for Remote Sensing Image Segmentation in Diverse Environmental Monitoring Applications (2025)<\/div>\n<div class=\"scriptor-paragraph\">Exploring the Feasibility of Detecting Media Frame Indicators in Indonesian News Using Transformer-Based Language Models (2025)<\/div>\n<div class=\"scriptor-paragraph\">Steganalysis for Secret Message Length Estimation using GBRAS Net Regressor (2025)<\/div>\n<div class=\"scriptor-paragraph\">Indonesian Sign Language (BISINDO) Alphabet Detection Through a Mobile-Based Approach Based on YOLO Algorithm Version 11 (2025)<\/div>\n<div class=\"scriptor-paragraph\">Factors Affecting CNN Performance for Binary Steganalysis (2025)<\/div>\n<div class=\"scriptor-paragraph\">Automated Digit Recognition and Measurement-Type Classification from Blood Pressure Monitor Images Using Deep Learning (2025)<\/div>\n<div class=\"scriptor-paragraph\">A New Asymmetric Image Encryption Algorithm Based on Integer Chebyshev Map and Henon-Sine Map (2025)<\/div>\n<div class=\"scriptor-paragraph\">Personalisasi Rekomendasi Trip menggunakan Q learning (2025)<\/div>\n<div class=\"scriptor-paragraph\">BERT-Based Model and LLMs-Generated Synthetic Data for Conflict Sentiment Identification in Aspect-Based Sentiment Analysis (2025)<\/div>\n<div class=\"scriptor-paragraph\">Enhancing Micro-Expression Recognition: A Novel Approach with Hybrid Attention-3DNET (2025)<!--ScriptorEndFragment--><\/div>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><div class=\"vc_tta-panel\" id=\"1761546951351-9736f4f6-aa07\" data-vc-content=\".vc_tta-panel-body\"><div class=\"vc_tta-panel-heading\"><h4 class=\"vc_tta-panel-title\"><a href=\"#1761546951351-9736f4f6-aa07\" data-vc-accordion data-vc-container=\".vc_tta-container\"><span class=\"vc_tta-title-text\">HKI<\/span><\/a><\/h4><\/div><div class=\"vc_tta-panel-body\">\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<div class=\"scriptor-paragraph\">ATM BERBASIS ENKRIPSI HOMOMORFIK RNS-CKKS KUNCI JAMAK<\/div>\n<div class=\"scriptor-paragraph\">Inventor: Infall Syafalni, Ilham Prasetyo Wibowo, Jevant Jedidia Augustine, Rinaldi Munir, Trio Adiono, Nana Sutisna<\/div>\n<div class=\"scriptor-paragraph\">Institution: Bandung Institute of Technology<\/div>\n<div class=\"scriptor-paragraph\">Year: 2024<\/div>\n<div class=\"scriptor-paragraph\">Nomor Permohonan: EC002024225705<\/div>\n<div class=\"scriptor-paragraph\">Status: Terdaftar Hak Cipta<\/div>\n<p><!--ScriptorEndFragment--><\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><div class=\"container\" ><div class=\"vc_row wpb_row vc_row-fluid vc_custom_1723012029623\"><div class=\"wpb_column vc_column_container vc_col-sm-6\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element vc_custom_1751530362358\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h4><strong>Keyword<\/strong><\/h4>\n\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<p>Cryptography and steganography, multimedia security, image processing, graph theory, numerical methods.<\/p>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><div class=\"wpb_column vc_column_container vc_col-sm-6\"><div class=\"vc_column-inner\"><div class=\"wpb_wrapper\">\n\t<div class=\"wpb_text_column wpb_content_element vc_custom_1771989678350\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<h4><strong>links<\/strong><\/h4>\n\n\t\t<\/div>\n\t<\/div>\n\n\t<div class=\"wpb_text_column wpb_content_element\" >\n\t\t<div class=\"wpb_wrapper\">\n\t\t\t<ul>\n<li><span style=\"color: #000080;\"><a style=\"color: #000080;\" href=\"https:\/\/stei.itb.ac.id\/en\/kk\/informatika\/\" target=\"_blank\" rel=\"noopener\">Informatics Research Group<\/a><\/span><\/li>\n<li><span style=\"color: #000080;\"><a style=\"color: #000080;\" href=\"https:\/\/www.itb.ac.id\/staf\/profil\/rinaldi\" target=\"_blank\" rel=\"noopener\">ITB Profile<\/a><\/span><\/li>\n<li><a style=\"color: #000080;\" href=\"https:\/\/www.scopus.com\/authid\/detail.uri?authorId=35176324300\" target=\"_blank\" rel=\"noopener\">SCOPUS<\/a> | <a style=\"color: #000080;\" href=\"https:\/\/scholar.google.com\/citations?hl=en&amp;user=ugYa9lEAAAAJ\" target=\"_blank\" rel=\"noopener\">Google Scholar<\/a> | <a style=\"color: #000080;\" href=\"https:\/\/sinta.kemdiktisaintek.go.id\/authors\/profile\/6008187\" target=\"_blank\" rel=\"noopener\">SINTA<\/a><\/li>\n<li><a style=\"color: #000080;\" href=\"https:\/\/informatika.stei.itb.ac.id\/~rinaldi.munir\/\" target=\"_blank\" rel=\"noopener\">Personal Website<\/a><\/li>\n<\/ul>\n\n\t\t<\/div>\n\t<\/div>\n<\/div><\/div><\/div><\/div><\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"Prof. Dr. Ir. Rinaldi, M.T INFORMATIKA Email : rinaldi@staff.stei.itb.ac.id Prof. Rinaldi adalah seorang dosen STEI-ITB yang mengajar perkuliahan pada Program Studi Teknik Informatika (IF) ITB dan Program Studi Sistem dan [...]","protected":false},"author":1,"featured_media":0,"parent":10318,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-29473","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/pages\/29473","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/comments?post=29473"}],"version-history":[{"count":4,"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/pages\/29473\/revisions"}],"predecessor-version":[{"id":30116,"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/pages\/29473\/revisions\/30116"}],"up":[{"embeddable":true,"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/pages\/10318"}],"wp:attachment":[{"href":"https:\/\/stei.itb.ac.id\/en\/wp-json\/wp\/v2\/media?parent=29473"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}