Huei-Fang Yang

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 20

Top Topics

Electron Microscopy

Supervised Learning

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Tzu-Ting Chuang, Ting-Yun Wei, Yu-Hsing Hsieh, Chu-Song Chen, Huei-Fang Yang
Continual Cell Instance Segmentation of Microscopy Images. ICASSP (2023)
Yu-Hsing Hsieh, Guan-Sheng Chen, Shun-Xian Cai, Ting-Yun Wei, Huei-Fang Yang, Chu-Song Chen
Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision. ICCV (2023)
Huei-Fang Yang, Cheng-Hao Tu, Chu-Song Chen
Learning Binary Hash Codes Based on Adaptable Label Representations. IEEE Trans. Neural Networks Learn. Syst. 33 (11) (2022)
Huei-Fang Yang
Contrastive Self-Supervised Learning as a Strong Baseline for Unsupervised Hashing. MMSP (2022)
Cheng-Hao Tu, Huei-Fang Yang, Shih-Min Yang, Mei-Chen Yeh, Chu-Song Chen
SemanticHash: Hash Coding Via Semantics-Guided Label Prototype Learning. IEEE Trans. Artif. Intell. 2 (1) (2021)
Gary B. Huang, Huei-Fang Yang, Shin-ya Takemura, Patricia K. Rivlin, Stephen M. Plaza
Latent Feature Representation via Unsupervised Learning for Pattern Discovery in Massive Electron Microscopy Image Volumes. CoRR (2020)
Huei-Fang Yang, Kevin Lin, Ting-Yen Chen, Chu-Song Chen
Cross-Batch Reference Learning for Deep Retrieval. IEEE Trans. Neural Networks Learn. Syst. 31 (9) (2020)
Huei-Fang Yang, Cheng-Hao Tu, Chu-Song Chen
Adaptive Labeling For Hash Code Learning Via Neural Networks. ICIP (2019)
Huei-Fang Yang, Cheng-Hao Tu, Chu-Song Chen
Adaptive Labeling for Deep Learning to Hash. CVPR Workshops (2019)
Huei-Fang Yang, Cheng-Hao Tu, Chu-Song Chen
Supervised Representation Hash Codes Learning. ICS (2018)
Huei-Fang Yang, Ting-Yen Chen, Cheng-Hao Tu, Chu-Song Chen
Equivalent Scanning Network of Unpadded CNNs. IEEE Signal Process. Lett. 25 (10) (2018)
Huei-Fang Yang, Bo-Yao Lin, Kuang-Yu Chang, Chu-Song Chen
Joint Estimation of Age and Expression by Combining Scattering and Convolutional Networks. ACM Trans. Multim. Comput. Commun. Appl. 14 (1) (2018)
Huei-Fang Yang, Kevin Lin, Chu-Song Chen
Supervised Learning of Semantics-Preserving Hash via Deep Convolutional Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 40 (2) (2018)
Huei-Fang Yang, Kevin Lin, Chu-Song Chen
Cross-batch Reference Learning for Deep Classification and Retrieval. ACM Multimedia (2016)
Kevin Lin, Huei-Fang Yang, Jen-Hao Hsiao, Chu-Song Chen
Deep learning of binary hash codes for fast image retrieval. CVPR Workshops (2015)
Huei-Fang Yang, Bo-Yao Lin, Kuang-Yu Chang, Chu-Song Chen
Automatic Age Estimation from Face Images via Deep Ranking. BMVC (2015)
Huei-Fang Yang, Chu-Song Chen, Xavier Descombes
Detection and tracking of Golgi outposts in microscopy data. ISBI (2015)
Huei-Fang Yang, Kevin Lin, Chu-Song Chen
Supervised Learning of Semantics-Preserving Hashing via Deep Neural Networks for Large-Scale Image Search. CoRR (2015)
Kevin Lin, Huei-Fang Yang, Kuan-Hsien Liu, Jen-Hao Hsiao, Chu-Song Chen
Rapid Clothing Retrieval via Deep Learning of Binary Codes and Hierarchical Search. ICMR (2015)
Cheng-Chieh Chiang, Huei-Fang Yang
Quick browsing and retrieval for surveillance videos. Multim. Tools Appl. 74 (9) (2015)
Huei-Fang Yang, Xavier Descombes, Sylvain Prigent, Grégoire Malandain, Xavier Druart, Franck Plouraboué
Head tracking and flagellum tracing for sperm motility analysis. ISBI (2014)
Huei-Fang Yang, Xavier Descombes, Charles Kervrann, Caroline Medioni, Florence Besse
Tracking Growing Axons by Particle Filtering in 3D + t Fluorescent Two-Photon Microscopy Images. ACCV (3) (2012)
Huei-Fang Yang, Yoonsuck Choe
An Interactive Editing Framework for Electron Microscopy Image Segmentation. ISVC (1) (2011)
Cheng-Chieh Chiang, Ming-Nan Tsai, Huei-Fang Yang
A Quick Browsing System for Surveillance Videos. MVA (2011)
Huei-Fang Yang, Yoonsuck Choe
Ground Truth Estimation by Maximizing Topological Agreements in Electron Microscopy Data. ISVC (1) (2011)
Na-Yung Yu, Takashi Yamauchi, Huei-Fang Yang, Yen-Lin Chen, Ricardo Gutierrez-Osuna
Feature Selection for Inductive Generalization. Cogn. Sci. 34 (8) (2010)
Huei-Fang Yang, Yoonsuck Choe
Electron Microscopy Image Segmentation with Graph Cuts Utilizing Estimated Symmetric Three-Dimensional Shape Prior. ISVC (2) (2010)
Huei-Fang Yang, Yoonsuck Choe
Cell Tracking and Segmentation in Electron Microscopy Images Using Graph Cuts. ISBI (2009)
Yu-Tzu Lin, Bai-Jang Yen, Chia-Hu Chang, Huei-Fang Yang, Greg C. Lee
Indexing and Teaching Focus Mining of Lecture Videos. ISM (2009)
Huei-Fang Yang, Yoonsuck Choe
3D volume extraction of densely packed cells in EM data stack by forward and backward graph cuts. CIMSIVP (2009)
Yoonsuck Choe, Huei-Fang Yang, Daniel Chern-Yeow Eng
Autonomous Learning of the Semantics of Internal Sensory States Based on Motor Exploration. Int. J. Humanoid Robotics 4 (2) (2007)