Alexander C. Loui

81 papers A* 8A 14B 9C 5Misc 4Journal 22Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Rethinking Copy-Paste for Consistency Learning in Medical Image Segmentation. IEEE Trans. Image Process. Senlong Huang, Yongxin Ge, Dongfang Liu, Mingjian Hong, Junhan Zhao, Alexander C. Loui
2024	J	`jnl`	Guest Editorial Introduction to the Special Issue on Label-Efficient Learning on Video Data. IEEE Trans. Circuits Syst. Video Technol. Wenguan Wang, Tianfei Zhou, Dongfang Liu, Zheng Thomas Tang, Alexander C. Loui
2024	—	`conf`	Trustworthy and Robust Machine Learning for Multimedia: Challenges and Perspectives. MIPR Katsuaki Nakano, Michael Zuzak, Cory E. Merkel, Alexander C. Loui
2023	—	`conf`	Federated Semi-Supervised Driver Behavior Classification. UEMCON Darren De Guzman, Alexander C. Loui
2023	J	`jnl`	JEI Updates Research Topic Categories. J. Electronic Imaging Zeev Zalevsky, Jenny Benois-Pineau, Laura E. Boucheron, Atanas P. Gotchev, Walter G. Kropatsch, Alexander C. Loui
2023	J	`jnl`	Reformulating Graph Kernels for Self-Supervised Space-Time Correspondence Learning. IEEE Trans. Image Process. Zheyun Qin, Xiankai Lu, Dongfang Liu, Xiushan Nie, Yilong Yin, Jianbing Shen, Alexander C. Loui
2023	J	`jnl`	Tripartite Feature Enhanced Pyramid Network for Dense Prediction. IEEE Trans. Image Process. Dongfang Liu, James Liang, Tony Geng, Alexander C. Loui, Tianfei Zhou
2018	J	`jnl`	Leveraging Expert Feature Knowledge for Predicting Image Aesthetics. IEEE Trans. Image Process. Michal Kucer, Alexander C. Loui, David W. Messinger
2017	—	`conf`	Augmenting Salient Foreground Detection using Fiedler Vector for Multi-Object Segmentation. Computational Imaging Michal Kucer, Nathan D. Cahill, Alexander C. Loui, David W. Messinger
2016	J	`jnl`	Event-enabled intelligent asset selection and grouping for photobook creation. Image Vis. Comput. Mark D. Wood, Madirakshi Das, Peter O. Stubler, Alexander C. Loui
2015	C	`conf`	A Graph-Based Framework for Video Object Segmentation and Extraction in Feature Space. ISM Lei Fan, Alexander C. Loui
2013	B	`conf`	Kinship classification by modeling facial feature heredity. ICIP Ruogu Fang, Andrew C. Gallagher, Tsuhan Chen, Alexander C. Loui
2012	—	`conf`	A consumer video search system by audio-visual concept classification. CVPR Workshops Wei Jiang, Alexander C. Loui, Phoury Lei
2012	J	`jnl`	An efficient framework for location-based scene matching in image databases. Int. J. Multim. Inf. Retr. Xu Chen, Madirakshi Das, Alexander C. Loui
2012	A	`conf`	Grouplet-Based Distance Metric Learning for Video Concept Detection. ICME Wei Jiang, Alexander C. Loui
2012	J	`jnl`	Introduction to the ICME 2011 Special Issue. IEEE Trans. Multim. Jin Li, Dinei A. F. Florêncio, Sethuraman Panchanathan, Philippe Salembier, Mohamed Hefeeda, Alexander C. Loui, Mrinal Mandal
2012	J	`jnl`	Societally connected multimedia across cultures. J. Zhejiang Univ. Sci. C 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
2012	C	`conf`	Tag Cloud++ - Scalable Tag Clouds for Arbitrary Layouts. ISM Minwoo Park, Dhiraj Joshi, Alexander C. Loui
2012	J	`jnl`	Video concept detection by audio-visual grouplets. Int. J. Multim. Inf. Retr. Wei Jiang, Alexander C. Loui
2011	A	`conf`	A content-based video fast-forward playback method using video time density function and rate distortion theory. ICME Junfeng Jiang, Xiao-Ping (Steven) Zhang, Alexander C. Loui
2011	Misc	`conf`	A new video similarity measure model based on video time density function and dynamic programming. ICASSP Junfeng Jiang, Xiao-Ping (Steven) Zhang, Alexander C. Loui
2011	A*	`conf`	Audio-visual grouplet: temporal audio-visual interactions for general video concept classification. ACM Multimedia Wei Jiang, Alexander C. Loui
2011	A	`conf`	Automatic consumer video summarization by audio and visual analysis. ICME Wei Jiang, Courtenay V. Cotton, Alexander C. Loui
2011	B	`conf`	Consumer video understanding: a benchmark database and an evaluation of human and machine performance. ICMR Yu-Gang Jiang, Guangnan Ye, Shih-Fu Chang, Daniel P. W. Ellis, Alexander C. Loui
2011	—	`conf`	Detecting Recurring Themes in Personal Media Collections. ICSC Madirakshi Das, Alexander C. Loui
2011	—	`conf`	Investigating two features of aesthetic perception in consumer photographic images: clutter and center. Human Vision and Electronic Imaging Cathleen Daniels Cerosaletti, Alexander C. Loui, Andrew C. Gallagher
2011	B	`conf`	Key frame extraction from consumer videos using sparse representation. ICIP Mrityunjay Kumar, Alexander C. Loui
2011	C	`conf`	Saliency Detection Using Region-Based Incremental Center-Surround Distance. ISM Minwoo Park, Mrityunjay Kumar, Alexander C. Loui
2011	Misc	`conf`	Soundtrack classification by transient events. ICASSP Courtenay V. Cotton, Daniel P. W. Ellis, Alexander C. Loui
2010	A	`conf`	A novel framework for fast scene matching in consumer image collections. ICME Xu Chen, Madirakshi Das, Alexander C. Loui
2010	B	`conf`	Aesthetic quality assessment of consumer photos with faces. ICIP Congcong Li, Andrew C. Gallagher, Alexander C. Loui, Tsuhan Chen
2010	J	`jnl`	Audio-visual atoms for generic video concept classification. ACM Trans. Multim. Comput. Commun. Appl. Wei Jiang, Courtenay V. Cotton, Shih-Fu Chang, Dan Ellis, Alexander C. Loui
2010	A	`conf`	Automatic aesthetic value assessment in photographic images. ICME Wei Jiang, Alexander C. Loui, Cathleen Daniels Cerosaletti
2010	Misc	`conf`	Detecting local semantic concepts in environmental sounds using Markov model based clustering. ICASSP Keansub Lee, Daniel P. W. Ellis, Alexander C. Loui
2010	A*	`conf`	Kodak moments and Flickr diamonds: how users shape large-scale media. ACM Multimedia Radu Andrei Negoescu, Alexander C. Loui, Daniel Gatica-Perez
2010	A	`conf`	Searching consumer image collections using web-based concept expansion. CIKM Mark D. Wood, Alexander C. Loui, Stacie Hibino
2010	A*	`conf`	Towards aesthetics: a photo quality assessment and photo selection system. ACM Multimedia Congcong Li, Alexander C. Loui, Tsuhan Chen
2009	—	`conf`	Detecting Significant Events in Personal Image Collections. ICSC Madirakshi Das, Alexander C. Loui
2009	—	`conf`	Effective semantic classification of consumer events for automatic content management. WSM@MM Wei Jiang, Alexander C. Loui
2009	A	`conf`	Event classification in personal image collections. ICME Madirakshi Das, Alexander C. Loui
2009	A*	`conf`	Short-term audio-visual atoms for generic video concept classification. ACM Multimedia Wei Jiang, Courtenay V. Cotton, Shih-Fu Chang, Dan Ellis, Alexander C. Loui
2008	B	`conf`	Cross-domain learning methods for high-level visual concept classification. ICIP Wei Jiang, Eric Zavesky, Shih-Fu Chang, Alexander C. Loui
2008	—	`conf`	Event-based location matching for consumer image collections. CIVR Madirakshi Das, Jens Farmer, Andrew C. Gallagher, Alexander C. Loui
2008	—	`conf`	Matching of Complex Scenes Based on Constrained Clustering. AAAI Fall Symposium: Multimedia Information Extraction Alexander C. Loui, Madirakshi Das
2008	B	`conf`	Multidimensional image value assessment and rating for automated albuming and retrieval. ICIP Alexander C. Loui, Mark D. Wood, Anthony Scalise, John Birkelund
2008	—	`conf`	Semantic Concept Classification by Joint Semi-supervised Learning of Feature Subspaces and Support Vector Machines. ECCV (4) Wei Jiang, Shih-Fu Chang, Tony Jebara, Alexander C. Loui
2008	A	`conf`	Semantic event detection for consumer photo and video collections. ICME Wei Jiang, Alexander C. Loui
2008	C	`conf`	Semantics Meets UX: Mediating Intelligent Indexing of Consumers' Multimedia Collections for Multifaceted Visualization and Media Creation. ISM Stacie Hibino, Alexander C. Loui, Mark D. Wood, Samuel Fryer, Cathleen Daniels Cerosaletti
2007	—	`conf`	Context-Based Concept Fusion with Boosted Conditional Random Fields. ICASSP (1) Wei Jiang, Shih-Fu Chang, Alexander C. Loui
2007	A*	`conf`	Kernel Sharing With Joint Boosting For Multi-Class Concept Detection. CVPR Wei Jiang, Shih-Fu Chang, Alexander C. Loui
2007	—	`conf`	Kodak's consumer video benchmark data set: concept definition and annotation. Multimedia Information Retrieval Alexander C. Loui, Jiebo Luo, Shih-Fu Chang, Dan Ellis, Wei Jiang, Lyndon S. Kennedy, Keansub Lee, Akira Yanagawa
2007	—	`conf`	Large-scale multimodal semantic concept detection for consumer video. Multimedia Information Retrieval Shih-Fu Chang, Dan Ellis, Wei Jiang, Keansub Lee, Akira Yanagawa, Alexander C. Loui, Jiebo Luo
2007	A	`conf`	User-Assisted People Search in Consumer Image Collections. ICME Andrew C. Gallagher, Madirakshi Das, Alexander C. Loui
2006	B	`conf`	Active Context-Based Concept Fusionwith Partial User Labels. ICIP Wei Jiang, Shih-Fu Chang, Alexander C. Loui
2005	J	`jnl`	Classification-based multidimensional adaptation prediction for scalable video coding using subjective quality evaluation. IEEE Trans. Circuits Syst. Video Technol. Yong Wang, Mihaela van der Schaar, Shih-Fu Chang, Alexander C. Loui
2005	A	`conf`	RhythmPix: a multimedia composition and albuming system for consumer images. ICME Alexander C. Loui, Bryan Kraus, Jon Riek
2004	—	`conf`	Assessing Scene Structuring in Consumer Videos. CIVR Daniel Gatica-Perez, Napat Triroj, Jean-Marc Odobez, Alexander C. Loui, Ming-Ting Sun
2004	A	`conf`	Subjective preference of spatio-temporal rate in video adaptation using multi-dimensional scalable coding. ICME Yong Wang, Shih-Fu Chang, Alexander C. Loui
2003	J	`jnl`	An observation-constrained generative approach for probabilistic classification of image regions. Image Vis. Comput. Sanjiv Kumar, Alexander C. Loui, Martial Hebert
2003	J	`jnl`	Automated event clustering and quality screening of consumer pictures for digital albuming. IEEE Trans. Multim. Alexander C. Loui, Andreas E. Savakis
2003	B	`conf`	Automatic face-based image grouping for albuming. SMC Madirakshi Das, Alexander C. Loui
2003	J	`jnl`	Finding structure in home videos by probabilistic hierarchical clustering. IEEE Trans. Circuits Syst. Video Technol. Daniel Gatica-Perez, Alexander C. Loui, Ming-Ting Sun
2003	A	`conf`	High resolution multimedia slide show composition for video CD and DVD rendering. ICME Zhaohui Sun, Jon Riek, Alexander C. Loui
2003	J	`jnl`	Using Genetic Algorithms for Album Page Layouts. IEEE Multim. Joe Geigel, Alexander C. Loui
2002	A*	`conf`	Duplicate detection in consumer photography and news video. ACM Multimedia Alejandro Jaimes, Shih-Fu Chang, Alexander C. Loui
2002	—	`conf`	Event clustering of consumer pictures using foreground/background segmentation. ICME (1) Alexander C. Loui, Matthieu Jeanson
2002	—	`conf`	Probabilistic home video structuring: feature selection and performance evaluation. ICIP (1) Daniel Gatica-Perez, Alexander C. Loui, Ming-Ting Sun
2001	A	`conf`	Consumer Video Structuring by Probabilistic Merging of Video Segments. ICME Daniel Gatica-Perez, Ming-Ting Sun, Alexander C. Loui
2001	A*	`conf`	Using Event Segmentation to Improve Indexing of Consumer Photographs. SIGIR Amanda Stent, Alexander C. Loui
2000	A	`conf`	Automatic Image Event Segmentation and Quality Screening for Albuming Applications. IEEE International Conference on Multimedia and Expo (II) Alexander C. Loui, Andreas E. Savakis
2000	B	`conf`	Discovering Recurrent Visual Semantics in Consumer Photographs. ICIP Alejandro Jaimes, Ana B. Benitez, Shih-Fu Chang, Alexander C. Loui
2000	—	`conf`	Evaluation of image appeal in consumer photography. Human Vision and Electronic Imaging Andreas E. Savakis, Stephen P. Etz, Alexander C. Loui
1999	A*	`conf`	A software system for automatic albuming of consumer pictures. ACM Multimedia (2) Alexander C. Loui, Mark D. Wood
1998	—	`conf`	An Image Database for Benchmarking of Automatic Face Detection and Recognition Algorithms. ICIP (1) Alexander C. Loui, Charles N. Judice, Sheng Liu
1997	J	`jnl`	A coded-domain video combiner for multipoint continuous presence video conferencing. IEEE Trans. Circuits Syst. Video Technol. Ming-Ting Sun, Alexander C. Loui, Ting-Chung Chen
1993	C	`conf`	Application of a multiresolution optical-flow-based method for motion estimation to video coding. ISCAS Pierre Moulin, Alexander C. Loui
1993	J	`jnl`	High-resolution still-image transmission based on CCITT H.261 codec. IEEE Trans. Circuits Syst. Video Technol. Alexander C. Loui, Ming L. Liou
1992	J	`jnl`	Flexible architectures for morphological image processing and analysis. IEEE Trans. Circuits Syst. Video Technol. Alexander C. Loui, Anastasios N. Venetsanopoulos, Kenneth Carless Smith
1992	J	`jnl`	Morphological autocorrelation transform: A new representation and classification scheme for two-dimensional images. IEEE Trans. Image Process. Alexander C. Loui, Anastasios N. Venetsanopoulos, Kenneth Carless Smith
1990	Misc	`conf`	Two-dimensional shape representation using morphological correlation functions. ICASSP Alexander C. Loui, Anastasios N. Venetsanopoulos, Kenneth C. Smith
1985	J	`jnl`	Real-time image processing by distributed arithmetic implementation of two-dimensional digital filters. IEEE Trans. Acoust. Speech Signal Process. Jeff Jaggernauth, Alexander C. Loui, Anastasios N. Venetsanopoulos