JOURNAL ARTICLES
CONFERENCE PAPERS
Wen-Huang Cheng, Sijie Song, Chieh-Yun Chen, Shintami Chusnul Hidayati, and Jiaying Liu, "Fashion Meets Computer Vision: A Survey," ACM Computing Surveys, vol. 54, no. 4, pp. 1 - 1659, 2022. (Impact Factor 2021: 14.324)
Shintami Chusnul Hidayati, Ting Wei Goh, Ji-Sheng Gary Chan, Cheng-Chun Hsu, John See, Lai-Kuan Wong, Kai-Lung Hua, Yu Tsao, and Wen-Huang Cheng, "Dress with Style: Learning Style from Joint Deep Embedding of Clothing Styles and Body Shapes," IEEE Transactions on Multimedia, vol. 23, pp. 365 - 377, 2021. (Impact Factor 2021: 8.182)
Yeni Anistyasari, Ekohariadi, I.G.P.A. Buditjahjanto, and Shintami Chusnul Hidayati"An Intelligent Scoring Method for a Creative Thinking Test," World Transactions on Engineering and Technology Education, vol. 19, no. 4, pp. 352 - 357, 2021. (Impact Factor 2020: 1.000)
Shintami Chusnul Hidayati, Chuang-Wen You, Wen-Huang Cheng, and Kai-Lung Hua, "Learning and Recognition of Clothing Genres from Full-body Images," IEEE Transactions on Cybernetics, vol. 48, no. 5, pp. 1647 - 1659, 2018. (Impact Factor 2018: 10.387)
Kai-Lung Hua, Shintami Chusnul Hidayati, Fang-Lin He, Chia-Po Wei, and Yu-Chiang Frank Wang, "Context-Aware Joint Dictionary Learning for Color Image Demosaicking," Journal of Visual Communication and Image Representation, vol. 38, pp. 230-245, 2016. (Impact Factor 2016: 2.164)
Jordi Sanchez-Riera, Kai-Lung Hua, Yuan-Sheng Hsiao, Tekoing Lim, Shintami Chusnul Hidayati, and Wen-Huang Cheng, "A Comparative Study of Data Fusion for RGB-D Based Visual Recognition," Pattern Recognition Letters, vol. 73, pp. 1 - 6, 2016. (Impact Factor 2016: 2.164)
Tsung-Hung Tsai, Wei-Chih Jhou, Wen-Huang Cheng, Min-Chun Hu, I-Chao Shen, Tekoing Lim, Kai-Lung Hua, Ahmed Ghoneim, M. Anwar Hossain, and Shintami Chusnul Hidayati, "Photo sundial: Estimating the Time of Capture in Consumer Photos," Neurocomputing, vol. 177, pp. 529 - 542, 2016. (Impact Factor 2016: 3.317)
Kai-Lung Hua, Che-Hao Hsu, Shintami Chusnul Hidayati, Wen-Huang Cheng, and Yu-Jen Chen, "Computer-Aided Classification of Lung Nodule on Computed Tomography Images via Deep Learning Technique," OncoTargets and Therapy, vol. 2015:8, pp. 2015 - 2022, 2015. (Impact Factor 2016: 2.612)
Sulaiman Triarjo, Riyanarto Sarno, Shintami Chusnul Hidayati, and Gerry Sihaj, "Automatic 3D Digital Dental Landmark Based on Point Transformation Weight," in Proceedings of the IEEE International Conference on Artificial Intelligence in Information and Communication, Bali, Indonesia, Feb. 20 - 23, 2023. (Awarded excellent paper prize)
Shintami Chusnul Hidayati, Muhammad Izzuddin Al-Islami, and Dini Adni Navastara, "The Impact of Preprocessing by Contrast Enhancement on Spatial-temporal Attention Neural Network: An Evaluation in Remote Sensing Change Detection," in Proceedings of the IEEE Asia-Pacific Conference on Geoscience, Electronics and Remote Sensing Technology, Surabaya, Indonesia, Dec. 21 - 22, 2022.
Ice Krisnahati, Nanik Suciati, and Shintami Chusnul Hidayati, "Face Expression Recognition with Local Ternary Pattern Images using Convolutional Neural Network and Extreme Learning Machine," in Proceedings of the IEEE International Conference on Information Technology, Information Systems and Electrical Engineering, Yogyakarta, Indonesia, Dec. 13 - 14, 2022.
Shintami Chusnul Hidayati, Yeni Anistyasari, Nafa Zulfa, and Pima Safitri, "Exploring the Potential of Adopting Computer-graphics Animation to the Switch to a Plant-Based Diet," in Proceedings of the IEEE International Conference on Vocational Education and Electrical Engineering, Surabaya, Indonesia, Sep. 10 - 11, 2022.
Dina Zatusiva Haq, Labba Awwabi, Shintami Chusnul Hidayati, and Darlis Herumurti, "Glaucoma Detection Based-on Convolution Neural Network and Fundus Image Enhancement," in Proceedings of the IEEE International Conference on Information and Communication Technology, Bandung, Indonesia, Aug. 2 - 3, 2022.
Misbachul Falach Asy'ari, Shintami Chusnul Hidayati, Anisa Nur Azizah, and Darlis Herumurti, "Mango Pets Identification based on Convolutional Neural Network," in Proceedings of the IEEE International Conference on Information and Communication Technology, Bandung, Indonesia, Aug. 2 - 3, 2022. (Awarded best paper prize)
Hanun Masitha Ramadhani, Adinda Putri Pratiwi, Shintami Chusnul Hidayati, and Darlis Herumurti, "CNN Architecture Comparison for Covid-19 Image Classification Process," in Proceedings of the IEEE International Seminar on Machine Learning, Optimization, and Data Science, Bandung, Indonesia, Jan. 29 - 30, 2022.
Chastine Fatichah, Muhammad Fadhlan Min Robby, Shintami Chusnul Hidayati and Tanzilal Mustaqim, "Detection of Covid-19 Based on Lung Ultrasound Image Using Convolutional Neural Network Architectures," in Proceedings of the IEEE International Seminar on Research of Information Technology and Intelligent Systems, Yogyakarta, Indonesia, Dec. 16 - 17, 2021.
Shintami Chusnul Hidayati and Yeni Anistyasari, "Body Shape Calculator: Understanding the Type of Body Shapes from Anthropometric Measurements," in Proceedings of the ACM International Conference on Multimedia Retrieval (ACM ICMR), Taipei, Taiwan, Nov. 16 - 19, 2021. (Top Conference)
Zahra Dyah Meilani, Ivan Muhammad Nizar, Muhamad Fikri Sunandar, and Shintami Chusnul Hidayati, "Lawyering Social: Navigating Legal Issues on Social Media Posts with a Low-cost Data Algorithm," in Proceedings of the IEEE International Conference on Informatics and Computational Sciences (ICICoS), Semarang, Indonesia, Nov. 24 - 25, 2021.
Chastine Fatichah, Muhammad Fadhlan Min Robby, Shintami Chusnul Hidayati, and Tanzilal Mustaqim, "Detection of Covid-19 based on Lung Ultrasound Image using Convolutional Neural Network Architectures," in Proceedings of the IEEE International Seminar on Research of Information Technology and Intelligent Systems (ISRITI), Yogyakarta, Indonesia, Dec. 16 - 17, 2021.
Shintami Chusnul Hidayati, Erliyah Nurul Jannah, and Yeni Anistyasari, "Adaptive Skin Color Model for Clothing Genre Recognition via Particle Swarm Optimization," in Proceedings of the IEEE International Conference on Information and Communication Technology and System (ICTS), Surabaya, Indonesia, Oct. 21 - 22, 2021.
Yeni Anistyasari, Ari Kurniawan, and Shintami Chusnul Hidayati, "Does Website Usability Impact Webometrics Ranking of University?," in Proceedings of the IEEE International Conference on Vocational Education and Electrical Engineering (ICVEE), Surabaya, Indonesia, Oct. 2 - 3, 2021.
Ghali Marzani, Nanik Suciati, and Shintami Chusnul Hidayati, "Morphological Preprocessing for Low-Resolution Face Recognition using Common Space," in Proceedings of the IEEE International Conference on ICT for Smart Society (ICISS), Bandung, Indonesia, Aug. 2 - 4, 2021.
Yeni Anistyasari, Ekohariadi Ekohariadi, I.G.P. Asto Buditjahjanto, and Shintami Chusnul Hidayati, "Exploring the Psychometric Properties of Computational Thinking Assessment in Introductory Programming," in Proceedings of the IEEE International e-Engineering Education Services Conference (e-Engineering), Petra, Jordan, Jun. 22 - 23, 2021.
Firman Maulana, Hadziq Fabroyir, Darlis Herumurti, Imam Kuswardayan, and Shintami Chusnul Hidayati, "Real-time Landscape Generation in Games Using Parallel Procedural Content," in Proceedings of the IEEE International Conference on Computer Engineering, Network, and Intelligent Multimedia (CENIM), Surabaya, Indonesia, Nov. 17 - 18, 2020.
Ganendra Afrasya Salsabilla, Hadziq Fabroyir, Darlis Herumurti, Imam Kuswardayan, and Shintami Chusnul Hidayati, "Tachyon: Multiplatform Rhythm Game with Automatic Beatmap Generation," in Proceedings of the IEEE International Conference on Computer Engineering, Network, and Intelligent Multimedia (CENIM), Surabaya, Indonesia, Nov. 17 - 18, 2020.
Muhammad Auliaramadani, Nanik Suciati, Shintami Chusnul Hidayati, Hadziq Fabroyir, and Ridho Rahman Hariadi, "Augmented Reality for 3D House Design Visualization from Floorplan Image," in Proceedings of the IEEE International Conference on Electrical Engineering and Informatics (ICELTICs), Aceh, Indonesia, Oct. 27 - 28, 2020.
Marde Fasma’ul Aza, Nanik Suciati, and Shintami Chusnul Hidayati, "Performance Study of Facial Expression Recognition using Convolutional Neural Network," in Proceedings of the IEEE International Conference on Science in Information Technology (ICSITech), Palu, Indonesia, Oct. 21 - 22, 2020.
Shintami Chusnul Hidayati, Raden Bimo Rizki Prayogo, Satria Ade Veda Karuniawan, Mhd. Fadly Hasan, and Yeni Anistyasari, "What's in a Caption?: Leveraging Caption Pattern for Predicting the Popularity of Social Media Posts," in Proceedings of the IEEE International Conference on Vocational Education and Electrical Engineering (ICVEE), Surabaya, Indonesia, Oct. 3 - 4, 2020. (Awarded best paper prize)
Shintami Chusnul Hidayati, Kai-Lung Hua, Yu Tsao, Jiaying Liu, Hong-Han Shuai, and Wen-Huang Cheng, "Garment Detectives: Discovering Clothes and Its Genre in Consumer Photos," in Proceedings of the IEEE International Conference on Multimedia Information Processing and Retrieval (IEEE MIPR), San Jose, California, USA, Mar. 28 - 30, 2019.
Shintami Chusnul Hidayati, Cheng-Chun Hsu, Yu-Ting Chang, Kai-Lung Hua, Jianlong Fu, and Wen-Huang Cheng, "What dress fits me best? Fashion Recommendation on the Clothing Style for Personal Body Shape," in Proceedings of the ACM International Conference on Multimedia (ACM MM), Seoul, Korea, Oct. 22 - 26, 2018. (Top Conference - Accepted for oral presentation, acceptance rate = 8.5%)
Eric Massip, Shintami Chusnul Hidayati, Wen-Huang Cheng, and Kai-Lung Hua, "Exploiting Category-specific Information for Image Popularity Prediction in Social Media," in Proceedings of the IEEE International Conference on Multimedia and Expo (ICME) Workshops, San Diego, California, USA, Jul. 23 - 27, 2018.
Shintami Chusnul Hidayati, Yi-Ling Chen, Chao-Lung Yang, and Kai-Lung Hua, "Popularity Meter: An Influence- and Aesthetics-aware Social Media Popularity Predictor," in Proceedings of the ACM International Conference on Multimedia (ACM MM), Mountain View, California, USA, Oct. 23 - 27, 2017. (Top Conference - Grand Challenge Prize Award)
Zhao-Ming Liu, Yung-Yao Chen, Shintami Chusnul Hidayati, Shih-Che Chien, Feng-Chia Chang, and Kai-Lung Hua, "3D Model Retrieval Based on Deep Autoencoder Neural Networks," in Proceedings of the IEEE International Conference on Signals and Systems (ICSigSys), Bali, Indonesia, May 16 - 18, 2017.
Jordi Sanchez-Riera, Shintami Chusnul Hidayati, Kai-Lung Hua, Jen-Chieh Chiang, and Wen-Huang Cheng, "A Learning-based Tracking Algorithm for Hand Gesture," in Proceedings of the 29th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), Keelung, Taiwan, Aug. 15 - 17, 2016.
Dang Duy Thang, Shintami Chusnul Hidayati, Yung-Yao Chen, Wen-Huang Cheng, Shih-Wei Sun, and Kai-Lung Hua, "A Spatialpyramid Scene Categorization Algorithm based on Locality-aware Sparse Coding," in Proceedings of the 2016 IEEE International Conference on Multimedia Big Data (BigMM), Taipei, Taiwan, Apr. 20 - 22, 2016.
Yu-Chen Chen, Shintami Chusnul Hidayati, Wen-Huang Cheng, Min-Chun Hu, and Kai-Lung Hua, "Locality Constrained Sparse Representation for Cat Recognition," in Proceedings of the 22nd International Conference on MultiMedia Modeling (MMM), Miami, USA, Jan. 4 - 6, 2016.
Shintami Chusnul Hidayati, Che-Hao Hsu, Shih-Wei Sun, Wen-Huang Cheng, and Kai-Lung Hua, "An Efficient Algorithm for Periodic Halftone Identification," in Proceedings of the 2015 IEEE International Conference on Multimedia and Expo (ICME) Workshops, Turin, Italy, June 29 - July 3, 2015.
Shintami Chusnul Hidayati, Kai-Lung Hua, Wen-Huang Cheng, and Shih-Wei Sun, "What are the Fashion Trends in New York?," in Proceedings of the 22nd ACM International Conference on Multimedia (ACM MM), Orlando, Florida, USA, Nov. 3 - 7, 2014. (Top Conference - Grand Challenge Prize Award)
Yung-Huan Hsieh, Shintami Chusnul Hidayati, Wen-Huang Cheng, Min-Chun Hu, and Kai-Lung Hua, "Who's the Best Charades Player?: Mining Iconic Movement of Semantic Concept," in Proceedings of the 20th International Conference on MultiMedia Modeling (MMM), Dublin, Ireland, Jan. 6 - 10, 2014.
Shintami Chusnul Hidayati, Che-Hao Hsu, Yung-Huan Hsieh, Min-Chun Hu, Wen-Huang Cheng, and Kai-Lung Hua, "Judge You by Your Actions: Performance Talent Assessment with Depth Camera," in Proceedings of the 26th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), Yilan, Taiwan, Aug. 18 - 20, 2013.
Shintami Chusnul Hidayati, Wen-Huang Cheng, and Kai-Lung Hua, "Clothing Genre Classification by Exploiting the Style Elements," in Proceedings of the 20th ACM International Conference on Multimedia (ACM MM), Nara, Japan, Oct. 29 - Nov. 2, 2012. (Top Conference)
Shintami Chusnul Hidayati, Kai-Lung Hua, and Wen-Huang Cheng, "On the Discovery of Computable Visual Features for Human Garments Detection," in Proceedings of the 25th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), Sun Moon Lake, Nantou, Taiwan, Aug. 12 - 14, 2012.
Shintami Chusnul Hidayati, Umi Laily Yuhana, and Supriadi, "Pencarian Dokumen Berbasis Konten pada Perpustakaan Digital untuk Koleksi Teks dan Multimedia," in Proceedings of Seminar Nasional Ilmu Komputer, Semarang, Indonesia, Aug. 7, 2010.
Umi Laily Yuhana, Shintami Chusnul Hidayati, and Supriadi, "Pengembangan Perpustakaan Digital sebagai Sarana Manajemen Koleksi Digital dan Pendukung Kegiatan Akademik di Institusi Pendidikan," in Proceedings of Seminar Nasional Ilmu Komputer, Semarang, Indonesia, Aug. 7, 2010.
Shintami Chusnul Hidayati, "Fashion Style Analysis towards Multimedia Big Data," Ph.D. Dissertation in Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taiwan, April 2017.
Committee: Prof. Kai-Lung Hua (advisor, National Taiwan University of Science and Technology), Prof. Wen-Huang Cheng (co-advisor, Academia Sinica), Prof. Shang-Hong Lai (National Tsing Hua University), Prof. Chia-Hung Yeh (National Taiwan Normal University), Prof. Wen-Nung Lie (National Chung Cheng University), Prof. Chuan-Yu Chang (National Yunlin University of Science and Technology), Prof. Jing-Ming Guo (National Taiwan University of Science and Technology), and Prof. Kuo-Liang Chung (National Taiwan University of Science and Technology).
Shintami Chusnul Hidayati, "Clothing Genre Classification by Exploiting the Style Elements," M.S. Thesis in Computer Science and Information Engineering, National Taiwan University of Science and Technology, Taiwan, July 2012.
Committee: Prof. Kai-Lung Hua (advisor, National Taiwan University of Science and Technology), Prof. Wen-Huang Cheng (co-advisor, Academia Sinica), Dr. Yu-Chiang Frank Wang (Academia Sinica), Prof. Yu-Chi Lai (National Taiwan University of Science and Technology), and Prof. Chih-Yuan Yao (National Taiwan University of Science and Technology).
Shintami Chusnul Hidayati, "Image Enhancement for Motion Artifact Reduction in Digital Subtraction Angiography," B.S. Thesis in Informatics, Institut Teknologi Sepuluh Nopember, Indonesia, July 2009.
Advisor: Prof. Handayani Tjandrasa
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