Publications

[1] Yu-Ting Chen, Chien-Yu Chiou, and Chun-Rong Huang*, " Interactive Augmentations, Features, and Parameters for Contrastive Learning," IEEE Computational Intelligence Magazine, vol. 19, no. 1, pp. 79-80, 2024. (SCI, IF: 9.0)

[2] Sheng-Kai Huang, Yu-Ting Yu, Chun-Rong Huang*, and Hsiu-Chi Cheng, "Cross-Scale Fusion Transformer for Histopathological Image Classification," IEEE Journal of Biomedical and Health Informatics, vol. 28, no. 1, pp. 297-308, Jan. 2024. (SCI, IF: 7.7)

[3] Shuenn-Yuh Lee, Ting-Yun Huang, Chun-Yueh Yen, Pei Lee, Ju-Yi Chen, and Chun-Rong Huang*, "A Deep Learning-Based Cloud-Edge Healthcare System with Time-of-Flight Cameras," accepted by IEEE Sensors Journal, 2023. (SCI, IF: 4.3)

[4] Jyun-Yao Jhang, Yu-Ching Tsai, Tzu-Chun Hsu, Chun-Rong Huang*, Hsiu-Chi Cheng, and Bor-Shyang Sheu, "Gastric Section Correlation Network for Gastric Precancerous Lesion Diagnosis," accepted by IEEE Open Journal of Engineering in Medicine and Biology, 2023. (SCI, IF: 5.8)

[5] Tzu-Chun Hsu, Yi-Sheng Liao, and Chun-Rong Huang*, "Video Summarization with Spatiotemporal Vision Transformer," IEEE Transactions on Image Processing, vol. 32, pp. 3013-3026, 2023. (SCI, IF: 10.6)

[6] Chien-Yu Chiou, Kuang-Ting Lee, Chun-Rong Huang*, and Pau-Choo Chung, "ADMM-SRNet: Alternating Direction Method of Multipliers based Sparse Representation Network for One-Class Classification," IEEE Transactions on Image Processing, vol. 32, pp. 2843-2856, 2023. (SCI, IF: 10.6)

[7] Ya-Han Chang, Meng-Ying Lin, Ming-Tsung Hsieh, Ming-Ching Ou, Chun-Rong Huang*, and Bor-Shyang Sheu, "Multiple Field-of-View Based Attention Driven Network for Weakly Supervised Common Bile Duct Stone Detection," IEEE Journal of Translational Engineering in Health and Medicine, vol. 11, pp. 394-404, 2023. (SCI, IF: 3.4)

[8] Chia-Wei Chao, Daniel Winden Hwang, Hung-Wen Tsai, Shih-Hsuan Lin, Wei-Li Chen, Chun-Rong Huang, and Pau-Choo Chung, "Multi-Magnification Attention Convolutional Neural Networks," IEEE Computational Intelligence Magazine, vol. 18, no. 3, pp. 54-55, Aug. 2023. (SCI, IF: 9.0)

[9] Yi-Sheng Liao and Chun-Rong Huang*, "Semantic Context-Aware Image Style Transfer," IEEE Transactions on Image Processing, vol. 31, pp. 1911-1923, 2022. (SCI, IF: 10.6)

[10] Chun-Rong Huang, Wei-Yun Huang, Yi-Sheng Liao, Chien-Cheng Lee, and Yu-Wei Yeh, "A Content-Adaptive Resizing Framework for Boosting Computation Speed of Background Modeling Methods," IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 52, no. 2, pp. 1192-1204, 2022. (SCI, IF: 8.7)

[11] Ting-Hsuan Lin, Jyun-Yao Jhang, Chun-Rong Huang*, Yu-Ching Tsai, Hsiu-Chi Cheng, and Bor-Shyang Sheu, "Deep Ensemble Feature Network for Gastric Section Classification," IEEE Journal of Biomedical and Health Informatics, vol. 25, no. 1, pp. 77-87, 2021. (SCI, IF: 7.7)

[12] Chien-Yu Chiou, Wei-Cheng Wang, Shueh-Chou Lu, Chun-Rong Huang*, Pau-Choo Chung, and Yun-Yang Lai, "Driver Monitoring Using Sparse Representation With Part-Based Temporal Face Descriptors," IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 1, pp.346-361, Jan. 2020. (SCI, IF: 8.5)

[13] Chun-Rong Huang, Wei-Cheng Wang, Wei-An Wang, Szu-Yu Lin, and Yen-Yu Lin*, "USEAQ: Ultra-fast Superpixel Extraction via Adaptive Sampling from Quantizations," IEEE Transactions on Image Processing, vol. 27, no. 10, pp. 4916-4931, Oct. 2018. (SCI, IF: 10.6)

[14] Wei-Cheng Wang, Chien-Yu Chiou, Chun-Rong Huang*, Pau-Choo Chung, and Wei-Yun Huang, "Spatiotemporal Coherence based Annotation Placement for Surveillance Videos," IEEE Transactions on Circuits and Systems for Video Technology, vol. 28, no. 3, pp. 787-801, Mar. 2018. (SCI, IF: 8.4)

[15] Chun-Rong Huang*, Yan-Ting Chen, Wei-Ying Chen, Hsiu-Chi Cheng, and Bor-Shyang Sheu, "Gastroesophageal Reflux Disease Diagnosis Using Hierarchical Heterogeneous Descriptor Fusion Support Vector Machine," IEEE Transactions on Biomedical Engineering, vol. 63, no. 3, pp. 588-599, 2016. (SCI, IF: 4.6)

[16] Min-Hsiang Yang, Chun-Rong Huang*, Wan-Chen Liu, Shu-Zhe Lin, and Kun-Ta Chuang, "Binary Descriptor based Nonparametric Background Modeling for Foreground Extraction Using Detection Theory," IEEE Transactions on Circuits and Systems for Video Technology, vol. 25, no. 4, pp. 595-608, Apr., 2015. (SCI, IF: 8.4)

[17] Chun-Rong Huang, Yun-Jung Chang, Zhi-Xiang Yang, and Yen-Yu Lin, "Video Saliency Map Detection by Dominant Camera Motion Removal," IEEE Transactions on Circuits and Systems for Video Technology, vol. 24, no. 8, pp. 1336-1349, Aug. 2014. (SCI, IF: 8.4)

[18] Chun-Rong Huang, Pau-Choo Chung, Di-Kai Yang, Hsing-Cheng Chen, and Guan-Jie Huang, "Maximum a Posteriori Probability Estimation for Online Surveillance Video Synopsis," IEEE Transactions on Circuits and Systems for Video Technology, vol. 24, no. 8, pp. 1417-1429, Aug. 2014. (SCI, IF: 8.4)

[19] Wen-Sheng Chu, Chun-Rong Huang*, and Chu-Song Chen, "Gender Classification from Unaligned Facial Images Using Support Subspaces," Information Sciences, vol. 221, pp. 98-109, Feb. 2013. (SCI, IF: 8.1)

[20] Chun-Rong Huang, Kuo-Chuan Chiu, and Chu-Song Chen, "Temporal Color Consistency-Based Video Reproduction for Dichromats," IEEE Transactions on Multimedia, vol. 13, no. 5, pp. 950-960, Oct. 2011. (SCI, IF: 7.3)

[21] Chun-Rong Huang, Pau-Choo Chung, Kuo-Wei Lin, and Sheng-Chieh Tseng, "Wheelchair Detection Using Cascaded Decision Tree," IEEE Transactions on Information Technology in Biomedicine, vol. 14, no. 2, pp. 292-300, Mar. 2010. (SCI, IF: 2.493)

[22] Kuan-Ta Chen, Jau-Yuan Chen, Chun-Rong Huang, and Chu-Song Chen, "Fighting Phishing with Discriminative Keypoint Features," IEEE Internet Computing, vol. 13, no. 3, pp. 56-63, May-Jun. 2009. (SCI, IF: 3.2)

[23] Chun-Rong Huang, Huai-Ping Lee and Chu-Song Chen, "Shot Change Detection via Local Keypoint Matching," IEEE Transactions on Multimedia, vol. 10, no. 6, pp. 1097-1108, Oct. 2008. (SCI, IF: 7.3)

[24] Chun-Rong Huang, Pau-Choo Chung, Bor-Shyang Sheu, Hsiu-Jui Kuo, and Mikuláš Popper, "Helicobacter Pylori-Related Gastric Histology Classification Using Support-Vector-Machine-Based Feature Selection," IEEE Transactions on Information Technology in Biomedicine, vol. 12, no. 4, pp. 523-531, Jul. 2008. (SCI, IF: 2.493)

[25] Chun-Rong Huang, Chu-Song Chen, and Pau-Choo Chung, "Contrast Context Histogram - An Efficient Discriminating Local Descriptor for Object Recognition and Image Matching," Pattern Recognition, vol. 41, no. 10, pp. 3071-3077, Oct. 2008. (SCI, IF: 8.0)

[26] Yu-Ting Chen, Chu-Song Chen, Chun-Rong Huang, and Yi-Ping Hung, "Efficient Hierarchical Method for Background Subtraction," Pattern Recognition, vol. 40, no. 10, pp. 2706-2715, Oct. 2007. (SCI, IF: 8.0)

[27] Chun-Rong Huang, Pau-Choo Chung, Tong-Yee Lee, Sheng-Chih Yang, and San-Kan Lee, "Reconstruction and Rendering of Microcalcifications from Two Mammogram Views by Modified Projective Grid Space (MPGS)," Computerized Medical Imaging and Graphics, vol. 30, no. 2, pp. 123-133, Feb. 2006. (SCI, IF: 5.7)

[28] Chun-Rong Huang, Chu-Song Chen, and Pau-Choo Chung, "Tangible Photo-Realistic Virtual Museum," IEEE Computer Graphics and Applications, vol. 25, no. 1, pp. 15-17, Jan.-Feb. 2005. (SCI, IF: 1.8) [29] Chun-Rong Huang, Chu-Song Chen, and Pau-Choo Chung, "An Improved Algorithm for Two-image Camera Self-Calibration and Euclidean Structure Recovery Using Absolute Quadric," Pattern Recognition, vol. 37, no. 8, pp. 1713-1722, Aug. 2004. (SCI, IF: 8.0)

[30] Chun-Rong Huang, Bor-Shyang Sheu, Pau-Choo Chung, and Hsiao-Bai Yang, "Computerized Diagnosis of Helicobacter Pylori Infection and Associated Gastric Inflammation from Endoscopic Images by Refined Feature Selection Using a Neural Network," Endoscopy, vol. 36, no. 7, pp. 601-608, Jul. 2004. (SCI, IF: 9.3)

[1] Sheng-Kai Huang and Chun-Rong Huang, "Transformer with Task Selection for Continual Learning," in Proc. International Conference on Machine Vision Applications, MVA’23, pp. 1-5, 2023.

[2] Jia-Chun Sheng, Yi-Sheng Liao, and Chun-Rong Huang, "Apply Masked-attention Mask Transformer to Instance Segmentation in Pathology Images," in Proc. International Symposium on Computer, Consumer and Control, IS3C’23, pp. 342-345, 2023.

[3] Chien-Yu Chiou, Tsung-Han Tsai, Pau-Choo Chung, and Chun-Rong Huang, "Evaluations of Semi-supervised Methods for Hepatocellular Carcinoma Segmentation from Pathological Images," in Proc. IEEE Conference on Artificial Intelligence, CAI’23, pp. 324-325, 2023.

[4] Pau-Choo Chung, Wei-Jong Yang, Tsung-Hsuan Wu, Chun-Rong Huang, and Yi-Yu Hsu, "Emerging Research Directions of Deep Learning for Pathology Image Analysis," in Proc. IEEE Biomedical Circuits and Systems Conference, BioCAS’22, pp. 100-104, Oct. 2022.

[5] Sheng-Kai Huang, Cai-Rong Yu, Yi-Sheng Liao, Chun-Rong Huang, "Evaluations of Deep Learning Methods for Pathology Image Classification," in Proc. IEEE Biomedical Circuits and Systems Conference, BioCAS’22, pp. 95-99, Oct. 2022. [6] Chu-Min Nien, Er-Hsiang Yang, Wei-Lun Chang, Hsiu-Chi Cheng, and Chun-Rong Huang, "Criss-Cross Attention based Multi-Level Fusion Network for Gastric Intestinal Metaplasia Segmentation," in Proc. International Conference on Medical Image Computing and Computer Assisted Intervention Workshop on Imaging Systems for GI Endoscopy, pp. 13-23, 2022.

[7] Tzu-Chun Hsu, Yi-Sheng Liao, and Chun-Rong Huang, "Video Summarization with Frame Index Vision Transformer," in Proc. International Conference on Machine Vision Applications, MVA’21, pp. 1-5, Jul., 2021.

[8] Kuang-Ting Lee, Chien-Yu Chiou and Chun-Rong Huang, "One-Class Novelty Detection via Sparse Representation with Contrastive Deep Features," in Proc. International Computer Symposium, ICS’20, pp. 61-66, Dec. 2020.

[9] Ting-Hsuan Lin, Chun-Rong Huang, Hsiu-Chi Cheng, and Bor-Shyang Sheu, "Gastric Section Detection Based on Decision Fusionof Convolutional Neural Networks," in Proc. IEEE Biomedical Circuits and Systems Conference, BioCAS’19, pp. 1-4, Oct. 2019.

[10] Ting-Hsuan Lin, Tien-Ying Li, and Chun-Rong Huang, "Spatial Face Context with Age and Background Cues for Group Photo Retrieval," in Proc. IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD’19, pp. 108-113, Jul. 2019.

[11] Wei-Cheng Wang, Hsin-Wei Cheng, Chun-Rong Huang, and Yen-Yu Lin, "Clustering Trajectories in Heterogeneous Representations for Video Event Detection," in Proc. International Conference on Image Processing, ICIP’18, pp. 933-937, Oct. 2018.

[12] Min-Hsiang Yang, Chih-Li Chang, and Chun-Rong Huang, "Fusing Color and Temporal Evidences for Real-Time Lane Detection," in Proc. International Conference on e-Commerce, e-Administration, e-Society, e-Education, and e-Technology, Apr. 2018.

[13] Wei-Cheng Wang, Pau-Choo Chung, Chun-Rong Huang, and Wei-Yun Huang, "Event Based Surveillance Video Synopsis Using Trajectory Kinematics Descriptors," in Proc. IAPR Conference on Machine Vision Applications, MVA’17, pp. 250-253, May 2017.

[14] Chun-Rong Huang, Wei-An Wang, Szu-Yu Lin, and Yen-Yu Lin, "USEQ: Ultra-Fast Superpixel Extraction via Quantization," in Proc. International Conference on Pattern Recognition, ICPR’16, pp. 1966-1971, Dec. 2016.

[15] Chien-Yu Chiou, Pau-Choo Chung, Chun-Rong Huang, and Ming-Fang Chang, "Abnormal Driving Behavior Detection Using Sparse Representation", in Proc. International Computer Symposium, ICS’16, pp. 390-395, Dec. 2016.

[16] Chu-Hsuan Liu and Chun-Rong Huang, "A 3-D Marker based Augmented Reality System for Arm Rehabilitation," in Proc. Asia-Pacific Conference on Engineering and Applied Sciences, APCEAS’16, Aug. 2016.

[17] Wei-Yun Huang, Wei-Cheng Wang, Chih-Li Chang, Wei-An Wang, and Chun-Rong Huang, "Trajectory Clustering Using Affinity Propagation with Trajectory Entropy Descriptor," in Proc. International Conference on Industrial Application Engineering, ICIAE’16, pp. 525-531, Mar. 2016.

[18] Wei-Cheng Wang, Ru-Yun Hsu, Chun-Rong Huang, and Li-You Syu, "Video Gender Recognition Using Temporal Coherent Face Descriptor" in Proc. International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing, SNPD’15, pp. 1-6, Jun. 2015.

[19] Wei-Cheng Wang, Pau-Choo Chung, Hsin-Wei Cheng, and Chun-Rong Huang, "Trajectory Kinematics Descriptor for Trajectory Clustering in Surveillance Videos," in Proc. IEEE International Symposium on Circuits and Systems, ISCAS’15, pp. 1198-1201, May 2015.

[20] Shan-Yun Teng, Kun-Ta Chuang, Chun-Rong Huang, and Cheng-Chun Li, "Lane Detection in Surveillance Videos Using Vector-Based Hierarchy Clustering and Density Verification," in Proc. IAPR Conference on Machine Vision Applications, MVA’15, pp. 345-348, May 2015.

[21] Chia-Chun Lee, Yun-Jung Chang, Yen-Yu Lin, and Chun-Rong Huang, "Spatial-Temporal Fast Corner Detector for Videos," in Proc. International Computer Symposium, ICS’14, pp. 1266-1276, Dec. 2014.

[22] Yi-I Chiu, Ru-Yun Hsu, and Chun-Rong Huang, "Spatial Face Context with Gender Information for Group Photo Similarity Assessment," in Proc. International Conference on Pattern Recognition, ICPR’14, pp. 2673-2678, Aug. 2014.

[23] Chun-Rong Huang, Yi-I Chiu, Pau-Choo Chung, and Yu-Chiao Hung, "Occluded Object Tracking Based on Trajectory Links in Surveillance Videos," in Proc. IEEE International Symposium on Circuits and Systems, ISCAS’14, pp. 337-340, Jun. 2014.

[24] Di-Kai Yang, Pau-Choo Chung, and Chun-Rong Huang, "Unsupervised Path Modeling Across Multiple Cameras with Disjoint Views for Foreground Object Tracking," in Proc. International Conference on Information Science, Electronics and Electrical Engineering, pp. 1161-1165, Apr. 2014.

[25] Wan-Chen Liu, Shu-Zhe Lin, Min-Hsiang Yang, and Chun-Rong Huang, "Real-Time Binary Descriptor Based Background Modeling," in Proc. IAPR Asian Conference on Pattern Recognition, ACPR’13, pp. 722-726, Nov. 2013.

[26] Di-Kai Yang, Yu-Wen Lin, Yi-I Chiu, Pau-Choo Chung, and Chun-Rong Huang, "Vision based Campus Guide System on Intelligent Mobile Phone," in Proc. International Conference on Multimedia and Expo Workshops, ICMEW’13, pp. 1-6, Jul. 2013.

[27] Yi-I Chiu, Congcong Li, Chun-Rong Huang, Pau-Choo Chung, and Tsuhan Chen, "Efficient Graph based Spatial Face Context Representation and Matching," in Proc. International Conference on Acoustics, Speech, and Signal Processing, ICASSP’13, pp. 2001-2005, May 2013.

[28] Yi-I Chiu, Chun-Rong Huang, and Pau-Choo Chung, "Character Relationship Analysis in Movies Using Face Tracks," in Proc. IAPR Conference on Machine Vision Applications, MVA’13, pp. 431-434, May 2013.

[29] Guo-Hao Huang, and Chun-Rong Huang, "Binary Invariant Cross Color Descriptor Using Galaxy Sampling," in Proc. IAPR International Conference on Pattern Recognition, ICPR’12, pp. 2610-2613, Nov. 2012.

[30] Huan-Cheng Hsu, Chun-Rong Huang, and Chun-Shien Lu, "Sparsity Cue in Image Copy Detection," in Proc. ACM Multimedia, pp. 937-940, Oct. 2012.

[31] Chun-Rong Huang, Hsing-Cheng Chen, and Pau-Choo Chung, "Online Surveillance Video Synopsis," in Proc. IEEE International Symposium on Circuits and Systems, ISCAS’12, pp. 1843-1846, May 2012.

[32] Yi-I Chiu, Chun-Rong Huang, Pau-Choo Chung, and Ching-Hsing Luo, "Hypersphere Distribution Discriminant Analysis," in Proc. International Conference on Acoustics, Speech, and Signal Processing, ICASSP’12, pp. 2045-2048, Mar. 2012.

[33] Chun-Rong Huang, Kuo-Chuan Chiu, and Chu-Song Chen, "Key Color Priority based Image Recoloring for Dichromats," in Proc. Pacific-Rim Conference on Multimedia, PCM 2010, pp. 637-647, Sep. 2010.

[34] Hsin-Ho Yeh, Jiun-Yu Chen, Chun-Rong Huang and Chu-Song Chen, "An Adaptive Approach for Overlapping People Tracking Based on Foreground Silhouettes," in Proc. International Conference on Image Processing, ICIP’10, pp. 3489-3492, Sep. 2010.

[35] Wen-Sheng Chu, Chun-Rong Huang, and Chu-Song Chen, "Identifying Gender from Unaligned Facial Images by Set Classification," in Proc. IAPR International Conference on Pattern Recognition, ICPR’10, pp. 2636-2639, Aug. 2010.

[36] Chun-Rong Huang, and Chu-Song Chen, "Video Scene Detection by Link-Constrained Affinity-Propagation," in Proc. IEEE International Symposium on Circuits and Systems, ISCAS’09, pp. 2834-2837, May 2009.

[37] Chun-Rong Huang, Huai-Ping Lee, and Chu-Song Chen, "A Local Keypoint Matching Technique for Transition Detection," in Proc. IAPR Conference on Machine Vision Applications, MVA’07, pp. 219-222, May 2007.

[38] Chun-Rong Huang, Chu-Song Chen, and Pau-Choo Chung, "Contrast Context Histogram – A Discriminating Local Descriptor for Image Matching," in Proc. IAPR International Conference on Pattern Recognition, ICPR’06, vol. 4, pp. 53-56, Aug. 2006.

[39] Cheng-Hung Li, Chih-Yi Chiu, Chun-Rong Huang, Chu-Song Chen, and Lee-Feng Chien, "Image Content Clustering and Summarization for Photo Collections," in Proc. International Conference on Multimedia and Expo, ICME’06, pp. 1033-1036, Jul. 2006.

[40] Chun-Rong Huang, Hsiu-Jui Kuo, Pau-Choo Chung, and Mikulas Popper, “Using Feature Selection with Support Vector Machine in Gastric Histology Classification,” in Proc. European Medical and Biological Engineering Conference 2005, EMBEC’05, Nov. 2005.

[41] Hsiu-Chi Cheng, Chun-Rong Huang, Bor-Shyang Sheu, Pau-Choo Chung, and Hsiao-Bai Yang, “Computerized Diagnosis of Helicobacter Pylori Infection and Its-associated Gastric Inflammation from Endoscopic Images by Using Refined Feature Selection with Neural Network,” in Proc. Western Pacific Helicobacter Congress, Nov. 2004.