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ORCIDAlexander C. Loui
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- affiliation: Kodak Research Labs, Rochester, USA
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Journal Articles
- 2025
[j22]Senlong Huang
, Yongxin Ge, Dongfang Liu, Mingjian Hong, Junhan Zhao, Alexander C. Loui:
Rethinking Copy-Paste for Consistency Learning in Medical Image Segmentation. IEEE Trans. Image Process. 34: 1060-1074 (2025)- 2024
- [j21]Wenguan Wang, Tianfei Zhou, Dongfang Liu, Zheng Thomas Tang, Alexander C. Loui:
Guest Editorial Introduction to the Special Issue on Label-Efficient Learning on Video Data. IEEE Trans. Circuits Syst. Video Technol. 34(8): 6615-6619 (2024) - 2023
- [j20]Zeev Zalevsky, Jenny Benois-Pineau, Laura E. Boucheron, Atanas P. Gotchev, Walter G. Kropatsch, Alexander C. Loui:
JEI Updates Research Topic Categories. J. Electronic Imaging 32(6) (2023) - [j19]Dongfang Liu, James Liang, Tony Geng, Alexander C. Loui, Tianfei Zhou:
Tripartite Feature Enhanced Pyramid Network for Dense Prediction. IEEE Trans. Image Process. 32: 2678-2692 (2023) - [j18]Zheyun Qin, Xiankai Lu, Dongfang Liu, Xiushan Nie, Yilong Yin, Jianbing Shen, Alexander C. Loui:
Reformulating Graph Kernels for Self-Supervised Space-Time Correspondence Learning. IEEE Trans. Image Process. 32: 6543-6557 (2023) - 2018
- [j17]Michal Kucer, Alexander C. Loui, David W. Messinger:
Leveraging Expert Feature Knowledge for Predicting Image Aesthetics. IEEE Trans. Image Process. 27(10): 5100-5112 (2018) - 2016
- [j16]Mark D. Wood, Madirakshi Das, Peter O. Stubler, Alexander C. Loui:
Event-enabled intelligent asset selection and grouping for photobook creation. Image Vis. Comput. 53: 57-67 (2016) - 2012
- [j15]Xu Chen, Madirakshi Das, Alexander C. Loui:
An efficient framework for location-based scene matching in image databases. Int. J. Multim. Inf. Retr. 1(2): 103-114 (2012) - [j14]Wei Jiang, Alexander C. Loui:
Video concept detection by audio-visual grouplets. Int. J. Multim. Inf. Retr. 1(4): 223-238 (2012) - [j13]Zhongfei Zhang, Zhengyou Zhang, Ramesh C. Jain, Yueting Zhuang, Noshir S. Contractor, Alexander G. Hauptmann, Alejandro Jaimes, Wanqing Li, Alexander C. Loui, Tao Mei, Nicu Sebe, Yonghong Tian, Vincent S. Tseng, Qing Wang, Changsheng Xu, Huimin Yu, Shiwen Yu:
Societally connected multimedia across cultures. J. Zhejiang Univ. Sci. C 13(12): 875-880 (2012) - [j12]Jin Li, Dinei A. F. Florêncio, Sethuraman Panchanathan, Philippe Salembier, Mohamed Hefeeda, Alexander C. Loui, Mrinal Mandal:
Introduction to the ICME 2011 Special Issue. IEEE Trans. Multim. 14(3-1): 497-499 (2012) - 2010
- [j11]Wei Jiang, Courtenay V. Cotton, Shih-Fu Chang, Dan Ellis, Alexander C. Loui:
Audio-visual atoms for generic video concept classification. ACM Trans. Multim. Comput. Commun. Appl. 6(3): 14:1-14:19 (2010) - 2005
- [j10]Yong Wang, Mihaela van der Schaar, Shih-Fu Chang, Alexander C. Loui:
Classification-based multidimensional adaptation prediction for scalable video coding using subjective quality evaluation. IEEE Trans. Circuits Syst. Video Technol. 15(10): 1270-1279 (2005) - 2003
- [j9]Joe Geigel, Alexander C. Loui:
Using Genetic Algorithms for Album Page Layouts. IEEE Multim. 10(4): 16-27 (2003) - [j8]Sanjiv Kumar, Alexander C. Loui, Martial Hebert:
An observation-constrained generative approach for probabilistic classification of image regions. Image Vis. Comput. 21(1): 87-97 (2003) - [j7]Daniel Gatica-Perez, Alexander C. Loui, Ming-Ting Sun:
Finding structure in home videos by probabilistic hierarchical clustering. IEEE Trans. Circuits Syst. Video Technol. 13(6): 539-548 (2003) - [j6]Alexander C. Loui, Andreas E. Savakis:
Automated event clustering and quality screening of consumer pictures for digital albuming. IEEE Trans. Multim. 5(3): 390-402 (2003) - 1997
- [j5]Ming-Ting Sun, Alexander C. Loui, Ting-Chung Chen:
A coded-domain video combiner for multipoint continuous presence video conferencing. IEEE Trans. Circuits Syst. Video Technol. 7(6): 855-863 (1997) - 1993
- [j4]Alexander C. Loui, Ming L. Liou:
High-resolution still-image transmission based on CCITT H.261 codec. IEEE Trans. Circuits Syst. Video Technol. 3(2): 164-169 (1993) - 1992
- [j3]Alexander C. Loui, Anastasios N. Venetsanopoulos, Kenneth Carless Smith:
Flexible architectures for morphological image processing and analysis. IEEE Trans. Circuits Syst. Video Technol. 2(1): 72-83 (1992) - [j2]Alexander C. Loui, Anastasios N. Venetsanopoulos, Kenneth Carless Smith:
Morphological autocorrelation transform: A new representation and classification scheme for two-dimensional images. IEEE Trans. Image Process. 1(3): 337-354 (1992) - 1985
- [j1]Jeff Jaggernauth, Alexander C. Loui, Anastasios N. Venetsanopoulos:
Real-time image processing by distributed arithmetic implementation of two-dimensional digital filters. IEEE Trans. Acoust. Speech Signal Process. 33(6): 1546-1555 (1985)
Conference and Workshop Papers
- 2024
- [c59]Katsuaki Nakano, Michael Zuzak, Cory E. Merkel, Alexander C. Loui:
Trustworthy and Robust Machine Learning for Multimedia: Challenges and Perspectives. MIPR 2024: 522-528 - 2023
- [c58]Darren De Guzman, Alexander C. Loui:
Federated Semi-Supervised Driver Behavior Classification. UEMCON 2023: 302-309 - 2017
- [c57]Michal Kucer, Nathan D. Cahill, Alexander C. Loui, David W. Messinger:
Augmenting Salient Foreground Detection using Fiedler Vector for Multi-Object Segmentation. Computational Imaging 2017: 116-121 - 2015
- [c56]Lei Fan, Alexander C. Loui:
A Graph-Based Framework for Video Object Segmentation and Extraction in Feature Space. ISM 2015: 266-271 - 2013
- [c55]Ruogu Fang, Andrew C. Gallagher, Tsuhan Chen, Alexander C. Loui:
Kinship classification by modeling facial feature heredity. ICIP 2013: 2983-2987 - 2012
- [c54]Wei Jiang, Alexander C. Loui, Phoury Lei:
A consumer video search system by audio-visual concept classification. CVPR Workshops 2012: 39-44 - [c53]Wei Jiang, Alexander C. Loui:
Grouplet-Based Distance Metric Learning for Video Concept Detection. ICME 2012: 753-758 - [c52]Minwoo Park, Dhiraj Joshi, Alexander C. Loui:
Tag Cloud++ - Scalable Tag Clouds for Arbitrary Layouts. ISM 2012: 318-325 - 2011
- [c51]Cathleen Daniels Cerosaletti, Alexander C. Loui, Andrew C. Gallagher:
Investigating two features of aesthetic perception in consumer photographic images: clutter and center. Human Vision and Electronic Imaging 2011: 786507 - [c50]Courtenay V. Cotton, Daniel P. W. Ellis, Alexander C. Loui:
Soundtrack classification by transient events. ICASSP 2011: 473-476 - [c49]Junfeng Jiang, Xiao-Ping (Steven) Zhang, Alexander C. Loui:
A new video similarity measure model based on video time density function and dynamic programming. ICASSP 2011: 1201-1204 - [c48]Mrityunjay Kumar, Alexander C. Loui:
Key frame extraction from consumer videos using sparse representation. ICIP 2011: 2437-2440 - [c47]Wei Jiang, Courtenay V. Cotton, Alexander C. Loui:
Automatic consumer video summarization by audio and visual analysis. ICME 2011: 1-6 - [c46]Junfeng Jiang, Xiao-Ping (Steven) Zhang, Alexander C. Loui:
A content-based video fast-forward playback method using video time density function and rate distortion theory. ICME 2011: 1-6 - [c45]Minwoo Park, Mrityunjay Kumar, Alexander C. Loui:
Saliency Detection Using Region-Based Incremental Center-Surround Distance. ISM 2011: 249-256 - [c44]Yu-Gang Jiang, Guangnan Ye, Shih-Fu Chang, Daniel P. W. Ellis, Alexander C. Loui:
Consumer video understanding: a benchmark database and an evaluation of human and machine performance. ICMR 2011: 29 - [c43]Wei Jiang, Alexander C. Loui:
Audio-visual grouplet: temporal audio-visual interactions for general video concept classification. ACM Multimedia 2011: 123-132 - [c42]Madirakshi Das, Alexander C. Loui:
Detecting Recurring Themes in Personal Media Collections. ICSC 2011: 300-307 - 2010
- [c41]Mark D. Wood, Alexander C. Loui, Stacie Hibino:
Searching consumer image collections using web-based concept expansion. CIKM 2010: 679-688 - [c40]Keansub Lee, Daniel P. W. Ellis, Alexander C. Loui:
Detecting local semantic concepts in environmental sounds using Markov model based clustering. ICASSP 2010: 2278-2281 - [c39]Congcong Li, Andrew C. Gallagher, Alexander C. Loui, Tsuhan Chen:
Aesthetic quality assessment of consumer photos with faces. ICIP 2010: 3221-3224 - [c38]Wei Jiang, Alexander C. Loui, Cathleen Daniels Cerosaletti:
Automatic aesthetic value assessment in photographic images. ICME 2010: 920-925 - [c37]Xu Chen, Madirakshi Das, Alexander C. Loui:
A novel framework for fast scene matching in consumer image collections. ICME 2010: 1034-1039 - [c36]Congcong Li, Alexander C. Loui, Tsuhan Chen:
Towards aesthetics: a photo quality assessment and photo selection system. ACM Multimedia 2010: 827-830 - [c35]Radu Andrei Negoescu, Alexander C. Loui, Daniel Gatica-Perez:
Kodak moments and Flickr diamonds: how users shape large-scale media. ACM Multimedia 2010: 1027-1030 - 2009
- [c34]Madirakshi Das, Alexander C. Loui:
Event classification in personal image collections. ICME 2009: 1660-1663 - [c33]Wei Jiang, Courtenay V. Cotton, Shih-Fu Chang, Dan Ellis, Alexander C. Loui:
Short-term audio-visual atoms for generic video concept classification. ACM Multimedia 2009: 5-14 - [c32]Wei Jiang, Alexander C. Loui:
Effective semantic classification of consumer events for automatic content management. WSM@MM 2009: 35-42 - [c31]Madirakshi Das, Alexander C. Loui:
Detecting Significant Events in Personal Image Collections. ICSC 2009: 116-123 - 2008
- [c30]Alexander C. Loui, Madirakshi Das:
Matching of Complex Scenes Based on Constrained Clustering. AAAI Fall Symposium: Multimedia Information Extraction 2008: 28-30 - [c29]Madirakshi Das, Jens Farmer, Andrew C. Gallagher, Alexander C. Loui:
Event-based location matching for consumer image collections. CIVR 2008: 339-348 - [c28]Wei Jiang, Shih-Fu Chang, Tony Jebara, Alexander C. Loui:
Semantic Concept Classification by Joint Semi-supervised Learning of Feature Subspaces and Support Vector Machines. ECCV (4) 2008: 270-283 - [c27]Alexander C. Loui, Mark D. Wood, Anthony Scalise, John Birkelund:
Multidimensional image value assessment and rating for automated albuming and retrieval. ICIP 2008: 97-100 - [c26]Wei Jiang, Eric Zavesky, Shih-Fu Chang, Alexander C. Loui:
Cross-domain learning methods for high-level visual concept classification. ICIP 2008: 161-164 - [c25]Wei Jiang, Alexander C. Loui:
Semantic event detection for consumer photo and video collections. ICME 2008: 313-316 - [c24]Stacie Hibino, Alexander C. Loui, Mark D. Wood, Samuel Fryer, Cathleen Daniels Cerosaletti:
Semantics Meets UX: Mediating Intelligent Indexing of Consumers' Multimedia Collections for Multifaceted Visualization and Media Creation. ISM 2008: 9-14 - 2007
- [c23]Wei Jiang, Shih-Fu Chang, Alexander C. Loui:
Kernel Sharing With Joint Boosting For Multi-Class Concept Detection. CVPR 2007 - [c22]Wei Jiang, Shih-Fu Chang, Alexander C. Loui:
Context-Based Concept Fusion with Boosted Conditional Random Fields. ICASSP (1) 2007: 949-952 - [c21]Andrew C. Gallagher, Madirakshi Das, Alexander C. Loui:
User-Assisted People Search in Consumer Image Collections. ICME 2007: 1754-1757 - [c20]Alexander C. Loui, Jiebo Luo, Shih-Fu Chang, Dan Ellis, Wei Jiang, Lyndon S. Kennedy, Keansub Lee, Akira Yanagawa:
Kodak's consumer video benchmark data set: concept definition and annotation. Multimedia Information Retrieval 2007: 245-254 - [c19]Shih-Fu Chang, Dan Ellis, Wei Jiang, Keansub Lee, Akira Yanagawa, Alexander C. Loui, Jiebo Luo:
Large-scale multimodal semantic concept detection for consumer video. Multimedia Information Retrieval 2007: 255-264 - 2006
- [c18]Wei Jiang, Shih-Fu Chang, Alexander C. Loui:
Active Context-Based Concept Fusionwith Partial User Labels. ICIP 2006: 2917-2920 - 2005
- [c17]Alexander C. Loui, Bryan Kraus, Jon Riek:
RhythmPix: a multimedia composition and albuming system for consumer images. ICME 2005: 494-497 - 2004
- [c16]Daniel Gatica-Perez, Napat Triroj, Jean-Marc Odobez, Alexander C. Loui, Ming-Ting Sun:
Assessing Scene Structuring in Consumer Videos. CIVR 2004: 150-159 - [c15]Yong Wang, Shih-Fu Chang, Alexander C. Loui:
Subjective preference of spatio-temporal rate in video adaptation using multi-dimensional scalable coding. ICME 2004: 1719-1722 - 2003
- [c14]Zhaohui Sun, Jon Riek, Alexander C. Loui:
High resolution multimedia slide show composition for video CD and DVD rendering. ICME 2003: 633-636 - [c13]Madirakshi Das, Alexander C. Loui:
Automatic face-based image grouping for albuming. SMC 2003: 3726-3731 - 2002
- [c12]Daniel Gatica-Perez, Alexander C. Loui, Ming-Ting Sun:
Probabilistic home video structuring: feature selection and performance evaluation. ICIP (1) 2002: 597-600 - [c11]Alexander C. Loui, Matthieu Jeanson:
Event clustering of consumer pictures using foreground/background segmentation. ICME (1) 2002: 429-432 - [c10]Alejandro Jaimes, Shih-Fu Chang, Alexander C. Loui:
Duplicate detection in consumer photography and news video. ACM Multimedia 2002: 423-424 - 2001
- [c9]Daniel Gatica-Perez, Ming-Ting Sun, Alexander C. Loui:
Consumer Video Structuring by Probabilistic Merging of Video Segments. ICME 2001 - [c8]Amanda Stent, Alexander C. Loui:
Using Event Segmentation to Improve Indexing of Consumer Photographs. SIGIR 2001: 59-65 - 2000
- [c7]Andreas E. Savakis, Stephen P. Etz, Alexander C. Loui:
Evaluation of image appeal in consumer photography. Human Vision and Electronic Imaging 2000: 111-121 - [c6]Alejandro Jaimes, Ana B. Benitez, Shih-Fu Chang, Alexander C. Loui:
Discovering Recurrent Visual Semantics in Consumer Photographs. ICIP 2000: 528-531 - [c5]Alexander C. Loui, Andreas E. Savakis:
Automatic Image Event Segmentation and Quality Screening for Albuming Applications. IEEE International Conference on Multimedia and Expo (II) 2000: 1125-1128 - 1999
- [c4]Alexander C. Loui, Mark D. Wood:
A software system for automatic albuming of consumer pictures. ACM Multimedia (2) 1999: 159-162 - 1998
- [c3]Alexander C. Loui, Charles N. Judice, Sheng Liu:
An Image Database for Benchmarking of Automatic Face Detection and Recognition Algorithms. ICIP (1) 1998: 146-150 - 1993
- [c2]Pierre Moulin, Alexander C. Loui:
Application of a multiresolution optical-flow-based method for motion estimation to video coding. ISCAS 1993: 1-4 - 1990
- [c1]Alexander C. Loui, Anastasios N. Venetsanopoulos, Kenneth C. Smith:
Two-dimensional shape representation using morphological correlation functions. ICASSP 1990: 2165-2168
Coauthor Index
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