Alexander C. Loui

Publication Activity (10 Years)

Years Active: 1985-2024
Publications (10 Years): 8

Top Topics

Shot Boundaries

Object Segmentation

Efficient Learning

Top Venues

IEEE Trans. Image Process.

IEEE Trans. Circuits Syst. Video Technol.

J. Electronic Imaging

Publications

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) (2024)
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 (2023)
Zeev Zalevsky, Jenny Benois-Pineau, Laura E. Boucheron, Atanas Gotchev, Walter G. Kropatsch, Alexander C. Loui
JEI Updates Research Topic Categories. J. Electronic Imaging 32 (6) (2023)
Darren De Guzman, Alexander C. Loui
Federated Semi-Supervised Driver Behavior Classification. UEMCON (2023)
Dongfang Liu, James Liang, Tony Geng, Alexander C. Loui, Tianfei Zhou
Tripartite Feature Enhanced Pyramid Network for Dense Prediction. IEEE Trans. Image Process. 32 (2023)
Michal Kucer, Alexander C. Loui, David W. Messinger
Leveraging Expert Feature Knowledge for Predicting Image Aesthetics. IEEE Trans. Image Process. 27 (10) (2018)
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)
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 (2016)
Lei Fan, Alexander C. Loui
A Graph-Based Framework for Video Object Segmentation and Extraction in Feature Space. ISM (2015)
Ruogu Fang, Andrew C. Gallagher, Tsuhan Chen, Alexander C. Loui
Kinship classification by modeling facial feature heredity. ICIP (2013)
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) (2012)
Wei Jiang, Alexander C. Loui
Video concept detection by audio-visual grouplets. Int. J. Multim. Inf. Retr. 1 (4) (2012)
Minwoo Park, Dhiraj Joshi, Alexander C. Loui
Tag Cloud++ - Scalable Tag Clouds for Arbitrary Layouts. ISM (2012)
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) (2012)
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) (2012)
Wei Jiang, Alexander C. Loui, Phoury Lei
A consumer video search system by audio-visual concept classification. CVPR Workshops (2012)
Wei Jiang, Alexander C. Loui
Grouplet-Based Distance Metric Learning for Video Concept Detection. ICME (2012)
Minwoo Park, Mrityunjay Kumar, Alexander C. Loui
Saliency Detection Using Region-Based Incremental Center-Surround Distance. ISM (2011)
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)
Courtenay V. Cotton, Daniel P. W. Ellis, Alexander C. Loui
Soundtrack classification by transient events. ICASSP (2011)
Wei Jiang, Alexander C. Loui
Audio-visual grouplet: temporal audio-visual interactions for general video concept classification. ACM Multimedia (2011)
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)
Madirakshi Das, Alexander C. Loui
Detecting Recurring Themes in Personal Media Collections. ICSC (2011)
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)
Mrityunjay Kumar, Alexander C. Loui
Key frame extraction from consumer videos using sparse representation. ICIP (2011)
Wei Jiang, Courtenay V. Cotton, Alexander C. Loui
Automatic consumer video summarization by audio and visual analysis. ICME (2011)
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)
Radu Andrei Negoescu, Alexander C. Loui, Daniel Gatica-Perez
Kodak moments and Flickr diamonds: how users shape large-scale media. ACM Multimedia (2010)
Keansub Lee, Daniel P. W. Ellis, Alexander C. Loui
Detecting local semantic concepts in environmental sounds using Markov model based clustering. ICASSP (2010)
Xu Chen, Madirakshi Das, Alexander C. Loui
A novel framework for fast scene matching in consumer image collections. ICME (2010)
Congcong Li, Alexander C. Loui, Tsuhan Chen
Towards aesthetics: a photo quality assessment and photo selection system. ACM Multimedia (2010)
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) (2010)
Mark D. Wood, Alexander C. Loui, Stacie Hibino
Searching consumer image collections using web-based concept expansion. CIKM (2010)
Wei Jiang, Alexander C. Loui, Cathleen Daniels Cerosaletti
Automatic aesthetic value assessment in photographic images. ICME (2010)
Congcong Li, Andrew C. Gallagher, Alexander C. Loui, Tsuhan Chen
Aesthetic quality assessment of consumer photos with faces. ICIP (2010)
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)
Madirakshi Das, Alexander C. Loui
Detecting Significant Events in Personal Image Collections. ICSC (2009)
Madirakshi Das, Alexander C. Loui
Event classification in personal image collections. ICME (2009)
Wei Jiang, Alexander C. Loui
Effective semantic classification of consumer events for automatic content management. WSM@MM (2009)
Alexander C. Loui, Mark D. Wood, Anthony Scalise, John Birkelund
Multidimensional image value assessment and rating for automated albuming and retrieval. ICIP (2008)
Wei Jiang, Alexander C. Loui
Semantic event detection for consumer photo and video collections. ICME (2008)
Madirakshi Das, Jens Farmer, Andrew C. Gallagher, Alexander C. Loui
Event-based location matching for consumer image collections. CIVR (2008)
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)
Wei Jiang, Eric Zavesky, Shih-Fu Chang, Alexander C. Loui
Cross-domain learning methods for high-level visual concept classification. ICIP (2008)
Alexander C. Loui, Madirakshi Das
Matching of Complex Scenes Based on Constrained Clustering. AAAI Fall Symposium: Multimedia Information Extraction (2008)
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)
Wei Jiang, Shih-Fu Chang, Alexander C. Loui
Context-Based Concept Fusion with Boosted Conditional Random Fields. ICASSP (1) (2007)
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)
Wei Jiang, Shih-Fu Chang, Alexander C. Loui
Kernel Sharing With Joint Boosting For Multi-Class Concept Detection. CVPR (2007)
Andrew C. Gallagher, Madirakshi Das, Alexander C. Loui
User-Assisted People Search in Consumer Image Collections. ICME (2007)
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)
Wei Jiang, Shih-Fu Chang, Alexander C. Loui
Active Context-Based Concept Fusionwith Partial User Labels. ICIP (2006)
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) (2005)
Alexander C. Loui, Bryan Kraus, Jon Riek
RhythmPix: a multimedia composition and albuming system for consumer images. ICME (2005)
Yong Wang, Shih-Fu Chang, Alexander C. Loui
Subjective preference of spatio-temporal rate in video adaptation using multi-dimensional scalable coding. ICME (2004)
Daniel Gatica-Perez, Napat Triroj, Jean-Marc Odobez, Alexander C. Loui, Ming-Ting Sun
Assessing Scene Structuring in Consumer Videos. CIVR (2004)
Alexander C. Loui, Andreas E. Savakis
Automated event clustering and quality screening of consumer pictures for digital albuming. IEEE Trans. Multim. 5 (3) (2003)
Sanjiv Kumar, Alexander C. Loui, Martial Hebert
An observation-constrained generative approach for probabilistic classification of image regions. Image Vis. Comput. 21 (1) (2003)
Madirakshi Das, Alexander C. Loui
Automatic face-based image grouping for albuming. SMC (2003)
Joe Geigel, Alexander C. Loui
Using Genetic Algorithms for Album Page Layouts. IEEE Multim. 10 (4) (2003)
Zhaohui Sun, Jon Riek, Alexander C. Loui
High resolution multimedia slide show composition for video CD and DVD rendering. ICME (2003)
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) (2003)
Daniel Gatica-Perez, Alexander C. Loui, Ming-Ting Sun
Probabilistic home video structuring: feature selection and performance evaluation. ICIP (1) (2002)
Alexander C. Loui, Matthieu Jeanson
Event clustering of consumer pictures using foreground/background segmentation. ICME (1) (2002)
Alejandro Jaimes, Shih-Fu Chang, Alexander C. Loui
Duplicate detection in consumer photography and news video. ACM Multimedia (2002)
Daniel Gatica-Perez, Ming-Ting Sun, Alexander C. Loui
Consumer Video Structuring by Probabilistic Merging of Video Segments. ICME (2001)
Amanda Stent, Alexander C. Loui
Using Event Segmentation to Improve Indexing of Consumer Photographs. SIGIR (2001)
Alejandro Jaimes, Ana B. Benitez, Shih-Fu Chang, Alexander C. Loui
Discovering Recurrent Visual Semantics in Consumer Photographs. ICIP (2000)
Andreas E. Savakis, Stephen P. Etz, Alexander C. Loui
Evaluation of image appeal in consumer photography. Human Vision and Electronic Imaging (2000)
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)
Alexander C. Loui, Mark D. Wood
A software system for automatic albuming of consumer pictures. ACM Multimedia (2) (1999)
Alexander C. Loui, Charles N. Judice, Sheng Liu
An Image Database for Benchmarking of Automatic Face Detection and Recognition Algorithms. ICIP (1) (1998)
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) (1997)
Pierre Moulin, Alexander C. Loui
Application of a multiresolution optical-flow-based method for motion estimation to video coding. ISCAS (1993)
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) (1993)
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) (1992)
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) (1992)
Alexander C. Loui, Anastasios N. Venetsanopoulos, Kenneth C. Smith
Two-dimensional shape representation using morphological correlation functions. ICASSP (1990)
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) (1985)