Virtual Vision, Image, and Pattern (VVIP)

Research Group

This research group focuses on the main research field of computer vision and pattern recognition, with more specific data analysis for digital images and video processing. The research topics will be developed to widely cover all branches of computer vision and pattern recognition, including the exploration of the visual pattern from the artistic and cultural objects.

The topic can be listed but not limited as follows:

• Image Processing
• Document Image Analysis
• Layout Analysis
• Optical Character Recognition (OCR)
• Text Recognition
• Image Retrieval
• Image Recognition
• Image Classification
• Image and Video Steganography and Watermaking
• Video Processing
• Motion Detection and Tracking
• Face and Facial Expression Recognition

Junior Student Researcher

1. I Made Bramanta Ari Kusuma – Bachelor Degree - 2022
2. I Wayan Arya Gina Widyatmaja – Bachelor Degree - 2022
3. Ketut Nova Wirya Dinata – Bachelor Degree - 2022
4. I Putu Bastian Adi Putra – Bachelor Degree - 2022
5. Hanosi Wazri – Bachelor Degree - 2022
6. Kadek Aprilia Cahyani – Bachelor Degree - 2021
7. Made Arya Widiarta – Bachelor Degree - 2021
8. Putu Erik Hendrawan – Bachelor Degree - 2021
9. Fashan Saraya – Bachelor Degree - 2021
10. Gede Budi Setiawan – Bachelor Degree - 2021
11. Gusti Aditya Trisna Murti – Bachelor Degree - 2021
12. I Made Anand Sathya – Bachelor Degree - 2021
13. I Nengah Andre Septiastika – Bachelor Degree - 2021
14. I Gede Kesuma Yudha Widiana – Bachelor Degree - 2021

Graduated Student

1. I Made Bagus Alviantara - Bachelor Degree (2023)
2. Komang Jepri Kusuma Jaya - Bachelor Degree (2022-2023)
3. Putu Zasya Eka Satya Nugraha - Bachelor Degree (2022-2023)
4. I Gusti Ngurah Bagus Putra Asmara - Master Degree (2022-2023)
5. I Kadek Nurcahyo Putra - Master Degree (2022-2023)
6. I Made Angga Darma Putra - Bachelor Degree (2021-2023)
7. Kadek Suwis Satria Atmaja - Bachelor Degree (2021-2023)
8. I Gusti Nyoman Anton Surya Diputra - Bachelor Degree (2022-2023)
9. Ni Made Rai Maryati – Master Degree (2022)
10. I Gede Pande Darma Suardika – Bachelor Degree (2022)
11. I Komang Hendra Trinium Jaya – Bachelor Degree (2022)
12. Ida Bagus Made Yudha Wirawan – Bachelor Degree (2022)
13. Ni Luh Putu Kurniawati – Master Degree (2022)
14. I Gede Bintang Arya Budaya – Master Degree (2022)
15. Ni Made Yeni Dwi Rahayu – Master Degree (2020-2022)
16. I Wayan Pio Pratama – Master Degree (2021)
17. Ida Bagus Teguh Teja Murti – Master Degree (2021)
18. Dewa Ketut Satriawan Suditresnajaya – Bachelor Degree (2020)
19. Ni Komang Ari Trisnayanti – Bachelor Degree (2020)
20. Kadek Unggah Adi Nope – Bachelor Degree (2020)
21. Gede Sudarma Yasa – Bachelor Degree (2020)
22. I Gede Rusdy Mahayana Putra – Bachelor Degree (2019)
23. Ni Nyoman Wisni – Bachelor Degree (2018-2019)

List of Projects & Non Project

1. Project EPSILONT

   1. M.W.A. Kesiman, Word Recognition for the Balinese Palm Leaf Manuscripts, IEEE Int. Conf. On Cybernetics and Computational Intelligence, Banda Aceh, Indonesia, 2019
   2. M.W.A. Kesiman, G.A. Pradnyana, Image Patch Extraction in Text Area of Balinese Palm Leaf Manuscripts with Gabor Filters, 3rd International Conference on Innovative Research across Disciplines (ICIRAD 2019), Sanur Bali, Indonesia, 2019, https://www.atlantis-press.com/proceedings/icirad-19/125932507
   3. M.W.A. Kesiman, G.A. Pradnyana, A Complete Scheme of Word Spotting System for the Balinese Palm Leaf Manuscripts, The 11th Int. Conf. On Information Technology and Electrical Engineering (ICITEE), Pattaya, Thailand, 2019
   4. M.W.A. Kesiman, G. A. Pradnyana, I. M. D. Maysanjaya, Balinese Glyph Recognition with Gabor Filters, The 2nd International Conference on Vocational Education and Technology (IConVET), Singaraja Bali, Indonesia, 2019, https://iopscience.iop.org/article/10.1088/1742-6596/1516/1/012029
   5. Made Windu Antara Kesiman, I Made Dendi Maysanjaya, A Model for Post Transliteration Suggestion for Balinese Palm Leaf Manuscript with Text Generation and LSTM Model, The 3rd International Conference on Vocational Education and Technology (IConVET) 2020, Singaraja Bali, Indonesia, 7 November 2020, https://iopscience.iop.org/article/10.1088/1742-6596/1810/1/012011
   6. Book BUKU PUTIH DIKTIERS: KUMPULAN PEMIKIRAN DAN HASIL RISET ALUMNI KARYASISWA BEASISWA PENDIDIKAN PASCASARJANA LUAR NEGERI (BPPLN) DIKTI, Direktorat Jenderal Pendidikan Tinggi, Kementerian Pendidikan dan Kebudayaan, p-ISBN : 978-602-9290-29-5, e-ISBN : 978-602-9290-30-1 (PDF), 2020
   7. SEAMEO SEA-Teacher-TVET Lecture Series, Innovative Lectures for TVET/University Students and Teachers, Teaching Technology, Learning Lontar from Home with AKSALont, August 2020, https://youtu.be/9uyuLqs0cAk
   8. Document Image Processing pada Naskah Kuno: Protokol, Skema, dan Tantangannya, Workshop World Class Professor (WCP) Program 2020, Universitas Syiah Kuala, Banda Aceh, 11 November 2020
   9. FGD: Research Preparation: Idea Brainstorming of Third Doctoral Students, World Class Professor (WCP) Program 2020, Universitas Syiah Kuala, Banda Aceh, 23 November 2020
   10. Kuliah Umum Pengolahan Citra Digital: Document Image Processing pada Naskah Kuno: Protokol, Skema, dan Tantangannya, Institut Teknologi dan Bisnis (ITB) STIKOM Bali, 21 Desember 2020
   11. Made Windu Antara Kesiman, Kadek Teguh Dermawan, AKSALont: Aplikasi transliterasi aksara Lontar Bali dengan model LSTM (AKSALont: Automatic transliteration application for Balinese palm leaf manuscripts with LSTM Model), Jurnal Teknologi dan Sistem Komputer (JTSISKOM), Volume 9, Issue 3, Year 2021 (July 2021), p. 142-149, Publisher Universitas Diponegoro, e-ISSN: 2338-0403, p-ISSN: 2620-4002, https://jtsiskom.undip.ac.id/index.php/jtsiskom/article/view/13969, DOI: https://doi.org/10.14710/jtsiskom.2021.13969
   12. Made Windu Antara Kesiman, Gede Aditra Pradnyana, A Scheme Towards Automatic Word Indexation System for Balinese Palm Leaf Manuscripts, Journal of ICT Research and Applications (JICTRA), Vol. 15 No. 2 (2021), p. 105-119, Publisher Institut Teknologi Bandung, ISSN: 2337-5787, E-ISSN: 2338-5499, DOI: https://doi.org/10.5614/10.5614/itbj.ict.res.appl.2021.15.2, https://journals.itb.ac.id/index.php/jictra/article/view/15263
   13. I Gede Bintang Arya Budaya, Made Windu Antara Kesiman, I Made Gede Sunarya, Perancangan Mesin Translasi berbasis Neural dari Bahasa Kawi ke dalam Bahasa Indonesia menggunakan Microframework Flask, Jurnal Sistem dan Informatika (JSI), Vol. 16 No. 2 (2022), p. 94-103, Publisher Direktorat Penelitian, Pengabdian Masyarakat dan Perpustakaan Institut Teknologi dan Bisnis (ITB) STIKOM Bali, ISSN: 1858-473X, E-ISSN: 2460-3732, DOI: https://doi.org/10.30864/jsi.v16i2.440, https://jsi.stikom-bali.ac.id/index.php/jsi/article/view/440
   14. I Gede Bintang Arya Budaya, Made Windu Antara Kesiman, I Made Gede Sunarya, The Influence of Word Vectorization for Kawi Language to Indonesian Language Neural Machine Translation, The Journal of Information Technology and Computer Science (JITeCS), Vol. 7 No. 1 (2022), p. 81-93, Publisher Faculty of Computer Science, University of Brawijaya (UB), Indonesia, ISSN: 2540-9433, E-ISSN: 2540-9824, DOI: https://doi.org/10.25126/jitecs.202271387 , https://jitecs.ub.ac.id/index.php/jitecs/article/view/387

2. Project COMPUDANCE

   1. Made Windu Antara Kesiman, I Made Dendi Maysanjaya, I Made Ardwi Pradnyana, I Made Gede Sunarya, Putu Hendra Suputra, Profiling Balinese Dances with Silhouette Sequence Pattern Analysis, IEEE 2020 International Conference on Computer Engineering, Network and Intelligent Multimedia (CENIM) 2020, Surabaya, Indonesia, 17-18 November 2020, https://ieeexplore.ieee.org/document/9297893
   2. Made Windu Antara Kesiman, I Made Dendi Maysanjaya, I Made Ardwi Pradnyana, I Made Gede Sunarya, Putu Hendra Suputra, Revealing the Characteristics of Balinese Dance Maestros by Analyzing Silhouette Sequence Patterns Using Bag of Visual Movement with HoG and SIFT Features, Journal of ICT Research and Applications (JICTRA), Vol. 15 No. 1 (2021), p. 89-104, Publisher Institut Teknologi Bandung, ISSN: 2337-5787, E-ISSN: 2338-5499, DOI: https://doi.org/10.5614/itbj.ict.res.appl.2021.15.1.6, https://journals.itb.ac.id/index.php/jictra/article/view/15194
   3. I Komang Hendra Trinium Jaya, Made Windu Antara Kesiman, I Made Gede Sunarya, Detecting the Same Pattern in Choreography Balinese Dance Using Convolutional Neural Network and Analysis Suffix Tree, Vol. 8 No. 3 (2022): JITEKI: Jurnal Ilmiah Teknik Elektro dan Informatika, Publisher Universitas Ahmad Dahlan, ISSN: 2338-3070, E-ISSN: 2338-3062, DOI: http://dx.doi.org/10.26555/jiteki.v8i3.24461, http://journal.uad.ac.id/index.php/JITEKI/article/view/24461
   4. Ni Made Rai Maryati, Made Windu Antara Kesiman, I Made Gede Sunarya, Deteksi Persamaan Pola Gerakan pada Koreografi Tari Bali , Vol. 10 No. 5 (2023): JTIIK: Jurnal Teknologi Informasi dan Ilmu Komputer, Publisher Fakultas Ilmu Komputer, Universitas Brawijaya, ISSN: 2355-7699, E-ISSN: 2528-6579, DOI: https://doi.org/10.25126/jtiik.20231057012, https://jtiik.ub.ac.id/index.php/jtiik/article/view/7012

3. Project DIORAMA

   1. I Gede Rusdy Mahayana Putra, Made Windu Antara Kesiman, Gede Aditra Pradnyana, I Made Dendi Maysanjaya, Identifikasi Citra Ukiran Ornamen Tradisional Bali dengan Metode Multilayer Perceptron, Vol. 4 No. 1 (2021): SINTECH Journal Edition April 2021, https://ejournal.stiki-indonesia.ac.id/index.php/sintechjournal/article/view/552
   2. Made Windu Antara Kesiman, I Gede Mahendra Darmawiguna, I Gede Rusdy Mahayana Putra, Ni Luh Putu Kurniawati, Benchmarking a New Dataset of Traditional Balinese Carving Ornaments for Image Classification Task, The 4rd International Conference on Vocational Education and Technology (IConVET) 2021, Singaraja Bali, Indonesia, 27 November 2021, https://eudl.eu/doi/10.4108/eai.27-11-2021.2315534
   3. Ni Luh Putu Kurniawati, Made Windu Antara Kesiman, I Made Gede Sunarya, Recognition of Balinese Traditional Ornament Carving Images with Convolutional Neural Network and Discrete Wavelet Transform, Vol. 8 No. 3 (2022): JITEKI: Jurnal Ilmiah Teknik Elektro dan Informatika, Publisher Universitas Ahmad Dahlan, ISSN: 2338-3070, E-ISSN: 2338-3062, DOI: http://dx.doi.org/10.26555/jiteki.v8i3.24360, http://journal.uad.ac.id/index.php/JITEKI/article/view/24360
   4. Made Windu Antara Kesiman, Kadek Teguh Dermawan, I Gede Mahendra Darmawiguna, Balinese Carving Ornaments Classification Using InceptionResnetV2 Architecture, International Conference on Computer Engineering, Network and Intelligent Multimedia (CENIM) 2022, 22-23 November 2022, Surabaya, Indonesia, https://ieeexplore.ieee.org/document/10037265

4. Project IRVIN

   1. I Made Dendi Maysanjaya, Made Windu Antara Kesiman, I M Putrama, Evaluation of contrast enhancement methods on finger vein NIR images, The 3rd International Conference on Vocational Education and Technology (IConVET) 2020, Singaraja Bali, Indonesia, 7 November 2020, https://iopscience.iop.org/article/10.1088/1742-6596/1810/1/012035

5. Project RETINA

   1. I Md. Dendi Maysanjaya, Made Windu Antara Kesiman, I G.A.A. Diatri Indradewi, Optic Disc and Exudates Segmentation on Retinal Fundus Images Using Mask R-CNN, 2022 International Conference on Information Technology Research and Innovation (ICITRI), Jakarta, Indonesia, 10 November 2022, https://ieeexplore.ieee.org/document/9970222
   2. I Gede Pande Darma Suardika, I Md. Dendi Maysanjaya, Made Windu Antara Kesiman, Optic Disc Segmentation Based on Mask R-CNN in Retinal Fundus Images, 2022 4th International Conference on Biomedical Engineering (IBIOMED), Yogyakarta, Indonesia, 18-19 Oktober 2022, https://ieeexplore.ieee.org/document/9987756
   3. I Made Angga Darma Putra, I Md. Dendi Maysanjaya, Made Windu Antara Kesiman, Pendekatan Berbasis U-Net untuk Segmentasi Hard Exudate dalam Citra Fundus Retina, INSERT: Information System and Emerging Technology Journal, Vol. 4, No. 1 (2023), [ISSN Online 2722-8207] [DOI: https://doi.org/10.23887/insert.v4i1.59034], Prodi Sistem, FTK, Undiksha, Singaraja-Indonesia https://ejournal.undiksha.ac.id/index.php/insert/article/view/59034

6. Project URECS

   1. I Made Gede Sunarya, I Made Dendi Maysanjaya, Ida Bagus Made Yudha Wirawan, Gede Budi Setiawan, The Detection of A Single Wet Rice Field Bund on Unmanned Aerial Vehicle Image Using A Convolutional Neural Network, The 4rd International Conference on Vocational Education and Technology (IConVET) 2021, Singaraja Bali, Indonesia, 27 November 2021, https://eudl.eu/doi/10.4108/eai.27-11-2021.2315531
   2. Ida Bagus Made Yudha Wirawan,I Made Gede Sunarya, I Md Dendi Maysanjaya, Semantic Segmentation of Rice Field Bund on Unmanned Aerial Vehicle Image using UNet, 2022 14th International Conference on Information Technology and Electrical Engineering (ICITEE), Yogyakarta, Indonesia, 18-19 October 2022, https://ieeexplore.ieee.org/document/9954091
   3. Putu Zasya Eka Satya Nugraha,I Made Gede Sunarya, I Md Dendi Maysanjaya, Binary Semantic Segmentation of Dolphin on UAV Image Using U-Net, 2023 International Seminar on Intelligent Technology and Its Applications (ISITIA), Surabaya, Indonesia, 26-27 July 2023, https://ieeexplore.ieee.org/document/10221152

7. Project EXTRADOC

   1. Made Windu Antara Kesiman, I Made Gede Sunarya, I Md. Dendi Maysanjaya, Extraction of ROI of Graphical Attributes on the Image of the Document of Cooperation, 2022 International Conference on Information Technology Research and Innovation (ICITRI), Jakarta, Indonesia, 10 November 2022, https://ieeexplore.ieee.org/document/9970228
   2. I Gusti Nyoman Anton Surya Diputra, I Made Gede Sunarya, Made Windu Antara Kesiman, Image Logo Retrieval Pada Dokumen Kerjasama dengan Metode SIFT Descriptor Studi Kasus BKK Undiksha, KARMAPATI (Kumpulan Artikel Mahasiswa Pendidikan Teknik Informatika), Vol. 12, No. 1 (2023), [ISSN Print 2252-9063] [ISSN Online 2685-7006], Prodi Pendidikan Teknik Informatika, FTK, Undiksha, Singaraja-Indonesia https://ejournal.undiksha.ac.id/index.php/KP/article/view/58946

8. Project COFFECTION

   1. Made Windu Antara Kesiman, Ismail Sulaiman, I Md. Dendi Maysanjaya, Kadek Teguh Dermawan, Benchmarking A New Dataset for Coffee Bean Defects Classification Based on SNI 01-2907-2008, 2023 International Conference on Information Technology Research and Innovation (ICITRI), Jakarta, Indonesia, 16 Agustus 2023, https://ieeexplore.ieee.org/document/10249345

9. Other Publication

   1. I Made Dendi Maysanjaya, Klasifikasi Pneumonia pada Citra X-rays Paru-paru dengan Convolutional Neural Network, JNTETI: Jurnal Nasional Teknik Elektro dan Teknologi Informasi, Vol. 9, No. 2 (2020), [ISSN Print 2301-4156] [ISSN Online 2460-5719] [DOI: https://doi.org/10.22146/jnteti.v9i2.66], Dept. Teknik Elektro dan Teknologi Informasi, FT, UGM, Yogyakarta-Indonesia https://journal.ugm.ac.id/v3/JNTETI/article/view/66
   2. I Wayan Pio Pratama, Made Windu Antara Kesiman, I Gede Aris Gunadi, Frequency Band and PCA Feature Comparison for EEG Signal Classification, Lontar Komputer: Jurnal Ilmiah Teknologi Informasi, Vol. 12, No. 01 April 2021, [ISSN Print 2088-1541] [ISSN Online 2541-5832] [DOI: https://doi.org/10.24843/LKJITI.2021.v12.i01.p01], Publisher by Institute for Research and Community Services, Udayana University, Bali-Indonesia, https://ojs.unud.ac.id/index.php/lontar/article/view/69866
   3. Ni Made Yeni Dwi Rahayu, Made Windu Antara Kesiman, I Gede Aris Gunadi, Identifikasi Jenis Kayu Berdasarkan Fitur Tekstur Local Binary Pattern Menggunakan Metode Learning Vector Quantization, JANAPATI: Jurnal Nasional Pendidikan Teknik Informatika, Vol. 10, No. 3 (2021), [ISSN Print 2089-8673] [ISSN Online 2548-4265] [DOI: https://doi.org/10.23887/janapati.v10i3], Prodi Pendidikan Teknik Informatika, Jurusan Teknik Informatika, FTK, Undiksha, Bali, Indonesia, https://ejournal.undiksha.ac.id/index.php/janapati/article/view/40804
   4. I Gusti Ayu Agung Diatri Indradewi, Ni Wayan Sumartini Saraswati, Ni Wayan Wardani, COVID-19 Chest X-Ray Detection Performance Through Variations of Wavelets Basis Function, MATRIK: Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer, Vol. 21, No. 1 (2021), [ISSN Print 1858-4144] [ISSN Online 2476-9843] [DOI: https://doi.org/10.30812/matrik.v21i1.1089], LPPM Universitas Bumigora, Mataram, NTB, Indonesia, https://journal.universitasbumigora.ac.id/index.php/matrik/article/view/1089

2020

2021

2022

2023

Skripsi

To be announce..

Thesis

To be announce..