Alexander C. Loui

According to our database, Alexander C. Loui authored at least 80 papers between 1985 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Guest Editorial Introduction to the Special Issue on Label-Efficient Learning on Video Data.

Wenguan Wang, Tianfei Zhou, Dongfang Liu, Zheng Thomas Tang, Alexander C. Loui

IEEE Trans. Circuits Syst. Video Technol., August, 2024

Trustworthy and Robust Machine Learning for Multimedia: Challenges and Perspectives.

Katsuaki Nakano, Michael Zuzak, Cory E. Merkel, Alexander C. Loui

Proceedings of the 7th IEEE International Conference on Multimedia Information Processing and Retrieval, 2024

2023

Reformulating Graph Kernels for Self-Supervised Space-Time Correspondence Learning.

Zheyun Qin, Xiankai Lu, Dongfang Liu, Xiushan Nie, Yilong Yin, Jianbing Shen, Alexander C. Loui

IEEE Trans. Image Process., 2023

Tripartite Feature Enhanced Pyramid Network for Dense Prediction.

Dongfang Liu, James Liang, Tony Geng, Alexander C. Loui, Tianfei Zhou

IEEE Trans. Image Process., 2023

JEI Updates Research Topic Categories.

Zeev Zalevsky, Jenny Benois-Pineau, Laura E. Boucheron, Atanas P. Gotchev, Walter G. Kropatsch, Alexander C. Loui

J. Electronic Imaging, 2023

Federated Semi-Supervised Driver Behavior Classification.

Darren De Guzman, Alexander C. Loui

Proceedings of the 14th IEEE Annual Ubiquitous Computing, 2023

2018

Leveraging Expert Feature Knowledge for Predicting Image Aesthetics.

Michal Kucer, Alexander C. Loui, David W. Messinger

IEEE Trans. Image Process., 2018

2017

Augmenting Salient Foreground Detection using Fiedler Vector for Multi-Object Segmentation.

Michal Kucer, Nathan D. Cahill, Alexander C. Loui, David W. Messinger

Proceedings of the Computational Imaging XV, Burlingame, 2017

2016

Event-enabled intelligent asset selection and grouping for photobook creation.

Mark D. Wood, Madirakshi Das, Peter O. Stubler, Alexander C. Loui

Image Vis. Comput., 2016

2015

A Graph-Based Framework for Video Object Segmentation and Extraction in Feature Space.

Lei Fan, Alexander C. Loui

Proceedings of the 2015 IEEE International Symposium on Multimedia, 2015

2013

Kinship classification by modeling facial feature heredity.

Ruogu Fang, Andrew C. Gallagher, Tsuhan Chen, Alexander C. Loui

Proceedings of the IEEE International Conference on Image Processing, 2013

2012

Introduction to the ICME 2011 Special Issue.

Jin Li, Dinei A. F. Florêncio, Sethuraman Panchanathan, Philippe Salembier, Mohamed Hefeeda, Alexander C. Loui, Mrinal Mandal

IEEE Trans. Multim., 2012

Societally connected multimedia across cultures.

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

J. Zhejiang Univ. Sci. C, 2012

Video concept detection by audio-visual grouplets.

Wei Jiang, Alexander C. Loui

Int. J. Multim. Inf. Retr., 2012

An efficient framework for location-based scene matching in image databases.

Xu Chen, Madirakshi Das, Alexander C. Loui

Int. J. Multim. Inf. Retr., 2012

Tag Cloud++ - Scalable Tag Clouds for Arbitrary Layouts.

Minwoo Park, Dhiraj Joshi, Alexander C. Loui

Proceedings of the 2012 IEEE International Symposium on Multimedia, 2012

Grouplet-Based Distance Metric Learning for Video Concept Detection.

Wei Jiang, Alexander C. Loui

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

A consumer video search system by audio-visual concept classification.

Wei Jiang, Alexander C. Loui, Phoury Lei

Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

2011

Detecting Recurring Themes in Personal Media Collections.

Madirakshi Das, Alexander C. Loui

Proceedings of the 5th IEEE International Conference on Semantic Computing (ICSC 2011), 2011

Audio-visual grouplet: temporal audio-visual interactions for general video concept classification.

Wei Jiang, Alexander C. Loui

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Consumer video understanding: a benchmark database and an evaluation of human and machine performance.

Yu-Gang Jiang, Guangnan Ye, Shih-Fu Chang, Daniel P. W. Ellis, Alexander C. Loui

Proceedings of the 1st International Conference on Multimedia Retrieval, 2011

Saliency Detection Using Region-Based Incremental Center-Surround Distance.

Minwoo Park, Mrityunjay Kumar, Alexander C. Loui

Proceedings of the 2011 IEEE International Symposium on Multimedia, 2011

A content-based video fast-forward playback method using video time density function and rate distortion theory.

Junfeng Jiang, Xiao-Ping (Steven) Zhang, Alexander C. Loui

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Automatic consumer video summarization by audio and visual analysis.

Wei Jiang, Courtenay V. Cotton, Alexander C. Loui

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

Key frame extraction from consumer videos using sparse representation.

Mrityunjay Kumar, Alexander C. Loui

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

A new video similarity measure model based on video time density function and dynamic programming.

Junfeng Jiang, Xiao-Ping (Steven) Zhang, Alexander C. Loui

Proceedings of the IEEE International Conference on Acoustics, 2011

Soundtrack classification by transient events.

Courtenay V. Cotton, Daniel P. W. Ellis, Alexander C. Loui

Proceedings of the IEEE International Conference on Acoustics, 2011

Investigating two features of aesthetic perception in consumer photographic images: clutter and center.

Cathleen Daniels Cerosaletti, Alexander C. Loui, Andrew C. Gallagher

Proceedings of the Human Vision and Electronic Imaging XVI, 2011

2010

Audio-visual atoms for generic video concept classification.

Wei Jiang, Courtenay V. Cotton, Shih-Fu Chang, Dan Ellis, Alexander C. Loui

ACM Trans. Multim. Comput. Commun. Appl., 2010

Kodak moments and Flickr diamonds: how users shape large-scale media.

Radu Andrei Negoescu, Alexander C. Loui, Daniel Gatica-Perez

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Towards aesthetics: a photo quality assessment and photo selection system.

Congcong Li, Alexander C. Loui, Tsuhan Chen

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Automatic aesthetic value assessment in photographic images.

Wei Jiang, Alexander C. Loui, Cathleen Daniels Cerosaletti

Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

A novel framework for fast scene matching in consumer image collections.

Xu Chen, Madirakshi Das, Alexander C. Loui

Proceedings of the 2010 IEEE International Conference on Multimedia and Expo, 2010

Aesthetic quality assessment of consumer photos with faces.

Congcong Li, Andrew C. Gallagher, Alexander C. Loui, Tsuhan Chen

Proceedings of the International Conference on Image Processing, 2010

Detecting local semantic concepts in environmental sounds using Markov model based clustering.

Keansub Lee, Daniel P. W. Ellis, Alexander C. Loui

Proceedings of the IEEE International Conference on Acoustics, 2010

Searching consumer image collections using web-based concept expansion.

Mark D. Wood, Alexander C. Loui, Stacie Hibino

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

Detecting Significant Events in Personal Image Collections.

Madirakshi Das, Alexander C. Loui

Proceedings of the 3rd IEEE International Conference on Semantic Computing (ICSC 2009), 2009

Short-term audio-visual atoms for generic video concept classification.

Wei Jiang, Courtenay V. Cotton, Shih-Fu Chang, Dan Ellis, Alexander C. Loui

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Effective semantic classification of consumer events for automatic content management.

Wei Jiang, Alexander C. Loui

Proceedings of the first SIGMM workshop on Social media, 2009

Event classification in personal image collections.

Madirakshi Das, Alexander C. Loui

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

2008

Semantics Meets UX: Mediating Intelligent Indexing of Consumers' Multimedia Collections for Multifaceted Visualization and Media Creation.

Stacie Hibino, Alexander C. Loui, Mark D. Wood, Samuel Fryer, Cathleen Daniels Cerosaletti

Proceedings of the Tenth IEEE International Symposium on Multimedia (ISM2008), 2008

Semantic event detection for consumer photo and video collections.

Wei Jiang, Alexander C. Loui

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Multidimensional image value assessment and rating for automated albuming and retrieval.

Alexander C. Loui, Mark D. Wood, Anthony Scalise, John Birkelund

Proceedings of the International Conference on Image Processing, 2008

Cross-domain learning methods for high-level visual concept classification.

Wei Jiang, Eric Zavesky, Shih-Fu Chang, Alexander C. Loui

Proceedings of the International Conference on Image Processing, 2008

Semantic Concept Classification by Joint Semi-supervised Learning of Feature Subspaces and Support Vector Machines.

Wei Jiang, Shih-Fu Chang, Tony Jebara, Alexander C. Loui

Proceedings of the Computer Vision, 2008

Event-based location matching for consumer image collections.

Madirakshi Das, Jens Farmer, Andrew C. Gallagher, Alexander C. Loui

Proceedings of the 7th ACM International Conference on Image and Video Retrieval, 2008

Matching of Complex Scenes Based on Constrained Clustering.

Alexander C. Loui, Madirakshi Das

Proceedings of the Multimedia Information Extraction, 2008

2007

Kodak's consumer video benchmark data set: concept definition and annotation.

Alexander C. Loui, Jiebo Luo, Shih-Fu Chang, Dan Ellis, Wei Jiang, Lyndon S. Kennedy, Keansub Lee, Akira Yanagawa

Proceedings of the 9th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2007

Large-scale multimodal semantic concept detection for consumer video.

Shih-Fu Chang, Dan Ellis, Wei Jiang, Keansub Lee, Akira Yanagawa, Alexander C. Loui, Jiebo Luo

Proceedings of the 9th ACM SIGMM International Workshop on Multimedia Information Retrieval, 2007

User-Assisted People Search in Consumer Image Collections.

Andrew C. Gallagher, Madirakshi Das, Alexander C. Loui

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Context-Based Concept Fusion with Boosted Conditional Random Fields.

Wei Jiang, Shih-Fu Chang, Alexander C. Loui

Proceedings of the IEEE International Conference on Acoustics, 2007

Kernel Sharing With Joint Boosting For Multi-Class Concept Detection.

Wei Jiang, Shih-Fu Chang, Alexander C. Loui

Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006

Active Context-Based Concept Fusionwith Partial User Labels.

Wei Jiang, Shih-Fu Chang, Alexander C. Loui

Proceedings of the International Conference on Image Processing, 2006

2005

Classification-based multidimensional adaptation prediction for scalable video coding using subjective quality evaluation.

Yong Wang, Mihaela van der Schaar, Shih-Fu Chang, Alexander C. Loui

IEEE Trans. Circuits Syst. Video Technol., 2005

RhythmPix: a multimedia composition and albuming system for consumer images.

Alexander C. Loui, Bryan Kraus, Jon Riek

Proceedings of the 2005 IEEE International Conference on Multimedia and Expo, 2005

2004

Subjective preference of spatio-temporal rate in video adaptation using multi-dimensional scalable coding.

Yong Wang, Shih-Fu Chang, Alexander C. Loui

Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Assessing Scene Structuring in Consumer Videos.

Daniel Gatica-Perez, Napat Triroj, Jean-Marc Odobez, Alexander C. Loui, Ming-Ting Sun

Proceedings of the Image and Video Retrieval: Third International Conference, 2004

2003

Automated event clustering and quality screening of consumer pictures for digital albuming.

Alexander C. Loui, Andreas E. Savakis

IEEE Trans. Multim., 2003

Finding structure in home videos by probabilistic hierarchical clustering.

Daniel Gatica-Perez, Alexander C. Loui, Ming-Ting Sun

IEEE Trans. Circuits Syst. Video Technol., 2003

An observation-constrained generative approach for probabilistic classification of image regions.

Sanjiv Kumar, Alexander C. Loui, Martial Hebert

Image Vis. Comput., 2003

Using Genetic Algorithms for Album Page Layouts.

Joe Geigel, Alexander C. Loui

IEEE Multim., 2003

Automatic face-based image grouping for albuming.

Madirakshi Das, Alexander C. Loui

Proceedings of the IEEE International Conference on Systems, 2003

High resolution multimedia slide show composition for video CD and DVD rendering.

Zhaohui Sun, Jon Riek, Alexander C. Loui

Proceedings of the 2003 IEEE International Conference on Multimedia and Expo, 2003

2002

Duplicate detection in consumer photography and news video.

Alejandro Jaimes, Shih-Fu Chang, Alexander C. Loui

Proceedings of the 10th ACM International Conference on Multimedia 2002, 2002

Event clustering of consumer pictures using foreground/background segmentation.

Alexander C. Loui, Matthieu Jeanson

Proceedings of the 2002 IEEE International Conference on Multimedia and Expo, 2002

Probabilistic home video structuring: feature selection and performance evaluation.

Daniel Gatica-Perez, Alexander C. Loui, Ming-Ting Sun

Proceedings of the 2002 International Conference on Image Processing, 2002

2001

Using Event Segmentation to Improve Indexing of Consumer Photographs.

Amanda Stent, Alexander C. Loui

Proceedings of the SIGIR 2001: Proceedings of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2001

Consumer Video Structuring by Probabilistic Merging of Video Segments.

Daniel Gatica-Perez, Ming-Ting Sun, Alexander C. Loui

Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

2000

Automatic Image Event Segmentation and Quality Screening for Albuming Applications.

Alexander C. Loui, Andreas E. Savakis

Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

Discovering Recurrent Visual Semantics in Consumer Photographs.

Alejandro Jaimes, Ana B. Benitez, Shih-Fu Chang, Alexander C. Loui

Proceedings of the 2000 International Conference on Image Processing, 2000

Evaluation of image appeal in consumer photography.

Andreas E. Savakis, Stephen P. Etz, Alexander C. Loui

Proceedings of the Human Vision and Electronic Imaging V, 2000

1999

A software system for automatic albuming of consumer pictures.

Alexander C. Loui, Mark D. Wood

Proceedings of the 7th ACM International Conference on Multimedia '99, Orlando, FL, USA, October 30, 1999

1998

An Image Database for Benchmarking of Automatic Face Detection and Recognition Algorithms.

Alexander C. Loui, Charles N. Judice, Sheng Liu

Proceedings of the 1998 IEEE International Conference on Image Processing, 1998

1997

A coded-domain video combiner for multipoint continuous presence video conferencing.

Ming-Ting Sun, Alexander C. Loui, Ting-Chung Chen

IEEE Trans. Circuits Syst. Video Technol., 1997

1993

High-resolution still-image transmission based on CCITT H.261 codec.

Alexander C. Loui, Ming L. Liou

IEEE Trans. Circuits Syst. Video Technol., 1993

Application of a multiresolution optical-flow-based method for motion estimation to video coding.

Pierre Moulin, Alexander C. Loui

Proceedings of the 1993 IEEE International Symposium on Circuits and Systems, 1993

1992

Morphological autocorrelation transform: A new representation and classification scheme for two-dimensional images.

Alexander C. Loui, Anastasios N. Venetsanopoulos, Kenneth Carless Smith

IEEE Trans. Image Process., 1992

Flexible architectures for morphological image processing and analysis.

Alexander C. Loui, Anastasios N. Venetsanopoulos, Kenneth Carless Smith

IEEE Trans. Circuits Syst. Video Technol., 1992

1990

Two-dimensional shape representation using morphological correlation functions.

Alexander C. Loui, Anastasios N. Venetsanopoulos, Kenneth C. Smith

Proceedings of the 1990 International Conference on Acoustics, 1990

1985

Real-time image processing by distributed arithmetic implementation of two-dimensional digital filters.

Jeff Jaggernauth, Alexander C. Loui, Anastasios N. Venetsanopoulos

IEEE Trans. Acoust. Speech Signal Process., 1985