An Adaptive Threshold Logic Gate Using Capacitive Analog Weights. - John R. Smith; Cyrus O. Harbourt (IEEE Trans. Computers, 1968)

The impact of supercomputing capabilities on U.S. materials science and technology. - William D. Wilson; Robert J. Asaro; Robert W. Dutton; Juan M. Sanchez; David J. Srolovitz; Richard H. Boyd; William A. Goddard III; John R. Smith; Wilhelm G. Wolfer (Future Gener. Comput. Syst., 1989)

Transform Features for Texture Classification and Discrimination in Large Image Databases. - John R. Smith; Shih-Fu Chang (ICIP (3), 1994)

Frequency and spatially adaptive wavelet packets. - John R. Smith; Shih-Fu Chang (ICASSP, 1995)

Single color extraction and image query. - John R. Smith; Shih-Fu Chang (ICIP (3), 1995)

Efficient Techniques for Feature-Based Image/Video Access and Manipulation. - Shih-Fu Chang; John R. Smith; Jianhao Meng (Data Processing Clinic, 1996)

Automated binary texture feature sets for image retrieval. - John R. Smith; Shih-Fu Chang (ICASSP, 1996)

Local color and texture extraction and spatial query. - John R. Smith; Shih-Fu Chang (ICIP (3), 1996)

VisualSEEk: A Fully Automated Content-Based Image Query System. - John R. Smith; Shih-Fu Chang (ACM Multimedia, 1996)

Tools and Techniques for Color Image Retrieval. - John R. Smith; Shih-Fu Chang (Storage and Retrieval for Image and Video Databases (SPIE), 1996)

Columbia Digital News System An Environment for Briefing and Search over Multimedia Information. - Alfred V. Aho; Shih-Fu Chang; Kathleen R. McKeown; Dragomir R. Radev; John R. Smith; Kazi A. Zaman (ADL, 1997)

Exploring Image Functionalities in WWW Applications- Development of Image/Video Search and Editing Engines. - Shih-Fu Chang; John R. Smith; Horace J. Meng (ICIP (3), 1997)

Joint adaptive space and frequency basis selection. - John R. Smith; Shih-Fu Chang (ICIP (3), 1997)

SaFe: a general framework for integrated spatial and feature image search. - John R. Smith; Shih-Fu Chang (MMSP, 1997)

Enhancing image search engines in visual information environments. - John R. Smith; Shih-Fu Chang (MMSP, 1997)

Image and Video Search Engine for the World Wide Web. - John R. Smith; Shih-Fu Chang (Storage and Retrieval for Image and Video Databases (SPIE), 1997)

Visual Information Retrieval from Large Distributed Online Repositories. - Shih-Fu Chang; John R. Smith; Mandis Beigi; Ana B. Benitez (Commun. ACM, 1997)

Finding Images/Video in Large Archives: Columbia's Content-Based Visual Query Project. - Shih-Fu Chang; John R. Smith; Horace J. Meng; Hualu Wang; Di Zhong (D Lib Mag., 1997)

Visually Searching the Web for Content. - John R. Smith; Shih-Fu Chang (IEEE Multim., 1997)

Columbia Digital News Project: An Environment for Briefing and Search over Multimedia Information. - Alfred V. Aho; Shih-Fu Chang; Kathleen R. McKeown; Dragomir R. Radev; John R. Smith; Kazi A. Zaman (Int. J. Digit. Libr., 1997)

Detecting image purpose in World Wide Web documents. - Seungyup Paek; John R. Smith (Document Recognition, 1998)

Search and Progressive Image Retrieval from Distributed Image/Video Databases: The SPIRE Project. - Vittorio Castelli; Lawrence D. Bergman; Chung-Sheng Li; John R. Smith (ECDL, 1998)

Perceptual image similarity experiments. - Bernice E. Rogowitz; Thomas Frese; John R. Smith; Charles A. Bouman; Edward B. Kalin (Human Vision and Electronic Imaging, 1998)

Multimedia content description in the InfoPyramid. - Chung-Sheng Li; Rakesh Mohan; John R. Smith (ICASSP, 1998)

Content-based Transcoding of Images in the Internet. - John R. Smith; Rakesh Mohan; Chung-Sheng Li (ICIP (3), 1998)

Dynamic Assembly of Views in Data Cubes. - John R. Smith; Chung-Sheng Li; Vittorio Castelli; Anant Jhingran (PODS, 1998)

Sequential Processing for Content-Based Retrieval of Composite Objects. - Chung-Sheng Li; John R. Smith; Lawrence D. Bergman; Vittorio Castelli (Storage and Retrieval for Image and Video Databases (SPIE), 1998)

S-STIR: Similarity Search Through Iterative Refinement. - Chung-Sheng Li; John R. Smith; Vittorio Castelli (Storage and Retrieval for Image and Video Databases (SPIE), 1998)

An Adaptive View Element Framework for Multi-Dimensional Data Management. - John R. Smith; Chung-Sheng Li (CIKM, 1999)

Adapting Content to Client Resources in the Internet. - Rakesh Mohan; John R. Smith; Chung-Sheng Li (ICMCS, Vol. 1, 1999)

Scalable multimedia delivery for pervasive computing. - John R. Smith; Rakesh Mohan; Chung-Sheng Li (ACM Multimedia (1), 1999)

Combining indexing and learning in iterative refinement. - Chung-Sheng Li; Vittorio Castelli; John R. Smith; Lawrence D. Bergman (Storage and Retrieval for Image and Video Databases (SPIE), 1999)

Comparing texture feature sets for retrieving core images in petroleum applications. - Chung-Sheng Li; John R. Smith; Vittorio Castelli; Lawrence D. Bergman (Storage and Retrieval for Image and Video Databases (SPIE), 1999)

Query vector projection access method. - John R. Smith (Storage and Retrieval for Image and Video Databases (SPIE), 1999)

Adaptive storage and retrieval of large compressed images. - John R. Smith; Vittorio Castelli; Chung-Sheng Li (Storage and Retrieval for Image and Video Databases (SPIE), 1999)

Image Classification and Querying Using Composite Region Templates. - John R. Smith; Chung-Sheng Li (Comput. Vis. Image Underst., 1999)

Integrated Spatial and Feature Image Query. - John R. Smith; Shih-Fu Chang (Multim. Syst., 1999)

Adapting Multimedia Internet Content for Universal Access. - Rakesh Mohan; John R. Smith; Chung-Sheng Li (IEEE Trans. Multim., 1999)

VideoZoom Spatio-Temporal Video Browser. - John R. Smith (IEEE Trans. Multim., 1999)

Interoperable Content-based Access of Multimedia in Digital Libraries (invited talk). - John R. Smith (DELOS, 2000)

Model-Based Multi-Modal Information Retrieval from Large Archives. - Chung-Sheng Li; Yuan-Chi Chang; Lawrence D. Bergman; John R. Smith (ICDCS Workshop of Knowledge Discovery and Data Mining in the World-Wide Web, 2000)

Conceptual Modeling of Audio-Visual Content. - John R. Smith; Ana B. Benitez (IEEE International Conference on Multimedia and Expo (II), 2000)

Adaptive Synthesis in Progressive Retrieval of Audio-Visual Data. - John R. Smith; Chung-Sheng Li (IEEE International Conference on Multimedia and Expo (I), 2000)

Distributed application service for Internet information portal. - Chung-Sheng Li; John R. Smith; Rakesh Mohan; Yuan-Chi Chang; Brad Topol; John Hind; Yongcheng Li (ISCAS, 2000)

The Onion Technique: Indexing for Linear Optimization Queries. - Yuan-Chi Chang; Lawrence D. Bergman; Vittorio Castelli; Chung-Sheng Li; Ming-Ling Lo; John R. Smith (SIGMOD Conference, 2000)

SPIRE: A Progressive Content-Based Spatial Image Retrieval Engine. - Chung-Sheng Li; Lawrence D. Bergman; Vittorio Castelli; John R. Smith (SIGMOD Conference, 2000)

Framework for efficient processing of content-based fuzzy Cartesian queries. - Chung-Sheng Li; Yuan-Chi Chang; John R. Smith; Lawrence D. Bergman; Vittorio Castelli (Storage and Retrieval for Media Databases, 2000)

SPIRE: a digital library for scientific information. - Lawrence D. Bergman; Vittorio Castelli; Chung-Sheng Li; John R. Smith (Int. J. Digit. Libr., 2000)

Object-based multimedia content description schemes and applications for MPEG-7. - Ana B. Benitez; Seungyup Paek; Shih-Fu Chang; Atul Puri; Qian Huang; John R. Smith; Chung-Sheng Li; Lawrence D. Bergman; Charles N. Judice (Signal Process. Image Commun., 2000)

MPEG-7 MDS Content Description Tools and Applications. - Ana B. Benitez; Di Zhong; Shih-Fu Chang; John R. Smith (CAIP, 2001)

Solarspire: querying temporal solar imagery by content. - Matthew L. Hill; Vittorio Castelli; Chung-Sheng Li; Yuan-Chi Chang; Lawrence D. Bergman; John R. Smith; Barbara J. Thompson (ICIP (1), 2001)

Multi-object multi-feature content based search using MPEG-7. - John R. Smith; Yuan-Chi Chang; Chung-Sheng Li (ICIP (3), 2001)

An e-Marketplace Infrastructure for Model-Based Matchmaking between Consumers and Providers of Multimodal Earth Science Data. - Chung-Sheng Li; Yuan-Chi Chang; John R. Smith (ICME, 2001)

IMKA: a multimedia organization system combining perceptual and semantic knowledge. - Ana B. Benitez; Shih-Fu Chang; John R. Smith (ACM Multimedia, 2001)

CPU/power-constrained mobile devices. - Richard Han 001; Ching-Yung Lin; John R. Smith; Belle L. Tseng; Vida Ha (ACM Multimedia, 2001)

MPEG-7 Standard for Multimedia Databases. - John R. Smith (SIGMOD Conference, 2001)

New frontiers for intelligent content-based retrieval. - Ana B. Benitez; John R. Smith (Storage and Retrieval for Media Databases, 2001)

Distributed resource discovery through exchanges of examples and classifiers. - Chung-Sheng Li; Lawrence D. Bergman; Vittorio Castelli; Yuan-Chi Chang; Matthew L. Hill; John R. Smith (Storage and Retrieval for Media Databases, 2001)

Constrained querying of multimedia databases: issues and approaches. - Apostol Natsev; John R. Smith; Yuan-Chi Chang; Chung-Sheng Li; Jeffrey Scott Vitter (Storage and Retrieval for Media Databases, 2001)

Integrating Features, Models, and Semantics for TREC Video Retrieval. - John R. Smith; Savitha Srinivasan; Arnon Amir; Sankar Basu; Giridharan Iyengar; Ching-Yung Lin; Milind R. Naphade; Dulce B. Ponceleon; Belle L. Tseng (TREC, 2001)

Supporting Incremental Join Queries on Ranked Inputs. - Apostol Natsev; Yuan-Chi Chang; John R. Smith; Chung-Sheng Li; Jeffrey Scott Vitter (VLDB, 2001)

Quantitative assessment of image retrieval effectiveness. - John R. Smith (J. Assoc. Inf. Sci. Technol., 2001)

MPEG-7 multimedia description schemes. - Philippe Salembier; John R. Smith (IEEE Trans. Circuits Syst. Video Technol., 2001)

Video personalization and summarization system. - Belle L. Tseng; Ching-Yung Lin; John R. Smith (IEEE Workshop on Multimedia Signal Processing, 2002)

The TREC2001 Video Track: Information Retrieval on Digital Video Information. - Alan F. Smeaton; Paul Over; Cash Costello; Arjen P. de Vries; David S. Doermann; Alexander G. Hauptmann; Mark E. Rorvig; John R. Smith; Lide Wu (ECDL, 2002)

A statistical modeling approach to content based retrieval. - Sankar Basu; Milind R. Naphade; John R. Smith (ICASSP, 2002)

Modeling semantic concepts to support query by keywords in video. - Milind R. Naphade; Sankar Basu; John R. Smith; Ching-Yung Lin; Belle L. Tseng (ICIP (1), 2002)

Video texture indexing using spatio-temporal wavelets. - Milind R. Naphade; Ching-Yung Lin; John R. Smith (ICIP (2), 2002)

Interactive content-based retrieval of video. - John R. Smith; Sankar Basu; Ching-Yung Lin; Milind R. Naphade; Belle L. Tseng (ICIP (1), 2002)

Universal MPEG content access using compressed-domain system stream editing techniques. - Ching-Yung Lin; Belle L. Tseng; John R. Smith (ICME (2), 2002)

Learning semantic multimedia representations from a small set of examples. - Milind R. Naphade; Ching-Yung Lin; John R. Smith (ICME (2), 2002)

A study of image retrieval by anchoring. - Paul Natsev; John R. Smith (ICME (2), 2002)

Spatial and feature normalization for content-based retrieval. - John R. Smith; Paul Natsev (ICME (1), 2002)

Real-time video surveillance for traffic monitoring using virtual line analysis. - Belle L. Tseng; Ching-Yung Lin; John R. Smith (ICME (2), 2002)

A Statistical Modeling Approach to Content Based Video Retrieval. - Milind R. Naphade; Sankar Basu; John R. Smith; Ching-Yung Lin; Belle L. Tseng (ICPR (2), 2002)

Secure Transcoding of Internet Content. - Yuan-Chi Chang; Richard Han 001; Chung-Sheng Li; John R. Smith (JCIS, 2002)

Learning to annotate video databases. - Milind R. Naphade; Ching-Yung Lin; John R. Smith; Belle L. Tseng; Sankar Basu (Storage and Retrieval for Media Databases, 2002)

Video summarization and personalization for pervasive mobile devices. - Belle L. Tseng; Ching-Yung Lin; John R. Smith (Storage and Retrieval for Media Databases, 2002)

IBM Research TREC 2002 Video Retrieval System. - Bill Adams; Giridharan Iyengar; Chalapathy Neti; Harriet J. Nock; Arnon Amir; Haim H. Permuter; Savitha Srinivasan; Chitra Dorai; Alejandro Jaimes; Christian A. Lang; Ching-Yung Lin; Apostol Natsev; et al. (TREC, 2002)

Modal Keywords, Ontologies, and Reasoning for Video Understanding. - Alejandro Jaimes; Belle L. Tseng; John R. Smith (CIVR, 2003)

A Hybrid Framework for Detecting the Semantics of Concepts and Context. - Milind R. Naphade; John R. Smith (CIVR, 2003)

VideoAL: a novel end-to-end MPEG-7 video automatic labeling system. - Ching-Yung Lin; Belle L. Tseng; Milind R. Naphade; Apostol Natsev; John R. Smith (ICIP (3), 2003)

Exploring semantic dependencies for scalable concept detection. - Milind R. Naphade; Apostol Natsev; John R. Smith (ICIP (3), 2003)

Learning visual models of semantic concepts. - Milind R. Naphade; John R. Smith (ICIP (2), 2003)

Learning regional semantic concepts from incomplete annotation. - Milind R. Naphade; John R. Smith (ICIP (2), 2003)

Interactive search fusion methods for video database retrieval. - John R. Smith; Alejandro Jaimes; Ching-Yung Lin; Milind R. Naphade; Apostol Natsev; Belle L. Tseng (ICIP (1), 2003)

Normalized classifier fusion for semantic visual concept detection. - Belle L. Tseng; Ching-Yung Lin; Milind R. Naphade; Apostol Natsev; John R. Smith (ICIP (2), 2003)

Semi-automatic, data-driven construction of multimedia ontologies. - Alejandro Jaimes; John R. Smith (ICME, 2003)

Epi-SPIRE: a system for environmental and public health activity monitoring. - Chung-Sheng Li; Charu C. Aggarwal; Murray Campbell; Yuan-Chi Chang; Gregory Glass; Vijay S. Iyengar; Mahesh Joshi; Ching-Yung Lin; Milind R. Naphade; John R. Smith; Belle L. Tseng; Min Wang 001; et al. (ICME, 2003)

A framework for moderate vocabulary semantic visual concept detection. - Milind R. Naphade; Ching-Yung Lin; Apostol Natsev; Belle L. Tseng; John R. Smith (ICME, 2003)

Active selection for multi-example querying by content. - Apostol Natsev; John R. Smith (ICME, 2003)

Multimedia semantic indexing using model vectors. - John R. Smith; Milind R. Naphade; Apostol Natsev (ICME, 2003)

Improved text overlay detection in videos using a fusion-based classifier. - Belle L. Tseng; Ching-Yung Lin; DongQing Zhang; John R. Smith (ICME, 2003)

MPEG-7 video automatic labeling system. - Ching-Yung Lin; Belle L. Tseng; Milind R. Naphade; Apostol Natsev; John R. Smith (ACM Multimedia, 2003)

Searching dynamically bundled goods with pairwise relations. - Yuan-Chi Chang; Chung-Sheng Li; John R. Smith (EC, 2003)

User-trainable video annotation using multimodal cues. - Ching-Yung Lin; Milind R. Naphade; Apostol Natsev; Chalapathy Neti; John R. Smith; Belle L. Tseng; Harriet J. Nock; W. H. Adams (SIGIR, 2003)

Context-enhanced video understanding. - Alejandro Jaimes; Milind R. Naphade; Harriet J. Nock; John R. Smith; Belle L. Tseng (Storage and Retrieval for Media Databases, 2003)

Role of classifiers in multimedia content management. - Milind R. Naphade; John R. Smith (Storage and Retrieval for Media Databases, 2003)

New anchor selection methods for image retrieval. - Apostol Natsev; John R. Smith (Storage and Retrieval for Media Databases, 2003)

IBM Research TRECVID-2003 Video Retrieval System. - Arnon Amir; Marco Berg; Shih-Fu Chang; Winston H. Hsu; Giridharan Iyengar; Ching-Yung Lin; Milind R. Naphade; Apostol Natsev; Chalapathy Neti; Harriet J. Nock; John R. Smith; Belle L. Tseng; et al. (TRECVID, 2003)

Video Collaborative Annotation Forum: Establishing Ground-Truth Labels on Large Multimedia Datasets. - Ching-Yung Lin; Belle L. Tseng; John R. Smith (TRECVID, 2003)

Towards Semantic Universal Multimedia Access. - John R. Smith (VLBV, 2003)

Semantic Indexing of Multimedia Content Using Visual, Audio, and Text Cues. - W. H. Adams; Giridharan Iyengar; Ching-Yung Lin; Milind R. Naphade; Chalapathy Neti; Harriet J. Nock; John R. Smith (EURASIP J. Adv. Signal Process., 2003)

Guest editorial. - John R. Smith; Thomas Wiegand 001; Tihao Chiang (Int. J. Imaging Syst. Technol., 2003)

Metadata-driven multimedia access. - Peter van Beek; John R. Smith; Touradj Ebrahimi; Teruhiko Suzuki; Joel Askelöf (IEEE Signal Process. Mag., 2003)

Introduction to the special issue on conceptual and dynamical aspects of multimedia content description. - Ali J. Tabatabai; Sethuraman Panchanathan; John R. Smith; Hiroshi Yasuda; Siegfried Handschuh (IEEE Trans. Circuits Syst. Video Technol., 2003)

A Uniform Resource Name (URN) Namespace for the Motion Picture Experts Group (MPEG). - John R. Smith (RFC, 2003)

Multimodal video search techniques: late fusion of speech-based retrieval and visual content-based retrieval. - Arnon Amir; Giridharan Iyengar; Ching-Yung Lin; Milind R. Naphade; Apostol Natsev; Chalapathy Neti; Harriet J. Nock; John R. Smith; Belle L. Tseng (ICASSP (3), 2004)

Over-complete representation and fusion for semantic concept detection. - Apostol Natsev; Milind R. Naphade; John R. Smith (ICIP, 2004)

Multimodal information fusion for video concept detection. - Yi Wu 005; Ching-Yung Lin; Edward Y. Chang; John R. Smith (ICIP, 2004)

Content transcoding middleware for pervasive geospatial intelligence access. - Ching-Yung Lin; Apostol Natsev; Belle L. Tseng; Matthew L. Hill; John R. Smith; Chung-Sheng Li (ICME, 2004)

Multi-granular detection of regional semantic concepts. - Milind R. Naphade; Apostol Natsev; Ching-Yung Lin; John R. Smith (ICME, 2004)

Active learning for simultaneous annotation of multiple binary semantic concepts. - Milind R. Naphade; John R. Smith (ICME, 2004)

Ontology-based multi-classification learning for video concept detection. - Yi Wu 005; Belle L. Tseng; John R. Smith (ICME, 2004)

Semantic video clustering across sources using bipartite spectral clustering. - DongQing Zhang; Ching-Yung Lin; Shih-Fu Chang; John R. Smith (ICME, 2004)

Semantic representation: search and mining of multimedia content. - Apostol Natsev; Milind R. Naphade; John R. Smith (KDD, 2004)

On the detection of semantic concepts at TRECVID. - Milind R. Naphade; John R. Smith (ACM Multimedia, 2004)

Optimal multimodal fusion for multimedia data analysis. - Yi Wu 005; Edward Y. Chang; Kevin Chen-Chuan Chang; John R. Smith (ACM Multimedia, 2004)

Validity-weighted model vector-based retrieval of video. - John R. Smith; Ching-Yung Lin; Milind R. Naphade; Apostol Natsev; Belle L. Tseng (Storage and Retrieval Methods and Applications for Multimedia, 2004)

IBM Research TRECVID 2004 Video Retrieval System. - Arnon Amir; Janne Argillander; Marco Berg; Shih-Fu Chang; Martin Franz; Winston H. Hsu; Giridharan Iyengar; John R. Kender; Lyndon S. Kennedy; Ching-Yung Lin; Milind R. Naphade; Apostol Natsev; et al. (TRECVID, 2004)

A multi-modal system for the retrieval of semantic video events. - Arnon Amir; Sankar Basu; Giridharan Iyengar; Ching-Yung Lin; Milind R. Naphade; John R. Smith; Savitha Srinivasan; Belle L. Tseng (Comput. Vis. Image Underst., 2004)

The 3G-324M Protocol for Conversational Video Telephony. - John R. Smith; Marwan A. Jabri (IEEE Multim., 2004)

Using MPEG-7 and MPEG-21 for Personalizing Video. - Belle L. Tseng; Ching-Yung Lin; John R. Smith (IEEE Multim., 2004)

Multimedia database management systems. - Ying Li; John R. Smith; Tong Zhang 007; Shih-Fu Chang (J. Vis. Commun. Image Represent., 2004)

Video personalization and summarization system for usage environment. - Belle L. Tseng; Ching-Yung Lin; John R. Smith (J. Vis. Commun. Image Represent., 2004)

Making the Threshold Algorithm Access Cost Aware. - Christian A. Lang; Yuan-Chi Chang; John R. Smith (IEEE Trans. Knowl. Data Eng., 2004)

A Wavelet Framework for Adapting Data Cube Views for OLAP. - John R. Smith; Chung-Sheng Li; Anant Jhingran (IEEE Trans. Knowl. Data Eng., 2004)

Mining the Semantics of Visual Concepts and Context. - Milind R. Naphade; John R. Smith (Multimedia Content and the Semantic Web, 2005)

Multimedia Research Challenges for Industry. - John R. Smith; Milind R. Naphade; Apostol Natsev; Jelena Tesic (CIVR, 2005)

Multimedia applications: beyond similarity searches. - John R. Smith; David S. Doermann; Amarnath Gupta; Jonathan Goldstein; Uri Shaft; Nalini K. Ratha (CVDB, 2005)

A generalized multiple instance learning algorithm for large scale modeling of multimedia semantics. - Milind R. Naphade; John R. Smith (ICASSP (5), 2005)

What is the state of our community? - Yong Rui; Ramesh C. Jain; Nicolas D. Georganas; HongJiang Zhang; Klara Nahrstedt; John R. Smith; Mohan S. Kankanhalli (ACM Multimedia, 2005)

A web-based system for collaborative annotation of large image and video collections: an evaluation and user study. - Timo Volkmer; John R. Smith; Apostol Natsev (ACM Multimedia, 2005)

IBM Research TRECVID-2005 Video Retrieval System. - Arnon Amir; Janne Argillander; Murray Campbell; Alexander Haubold; Giridharan Iyengar; Shahram Ebadollahi; Feng Kang; Milind R. Naphade; Apostol Natsev; John R. Smith; Jelena Tesic; Timo Volkmer (TRECVID, 2005)

Steady-State VEP-Based Brain-Computer Interface Control in an Immersive 3D Gaming Environment. - Edmund C. Lalor; Simon P. Kelly; Ciarán Finucane; Robert Burke; John R. Smith; Richard B. Reilly; Gary McDarby (EURASIP J. Adv. Signal Process., 2005)

Guest Editor's Introduction: What's New with MPEG? - John R. Smith (IEEE Multim., 2005)

Special Issue on Image Understanding for Digital Photographs. - Jiebo Luo 001; Thomas S. Huang; John R. Smith; HongJiang Zhang (Pattern Recognit., 2005)

Selected papers from the ACM multimedia conference 2003. - Thomas Plagemann; Prashant J. Shenoy; John R. Smith (ACM Trans. Multim. Comput. Commun. Appl., 2005)

ResGrid: A Grid-aware Toolkit for Reservoir Uncertainty Analysis. - Zhou Lei; Dayong Huang; Archit Kulshrestha; Santiago Peña; Gabrielle Allen; Xin Li; Christopher D. White; Richard Duff; John R. Smith; Subhash Kalla (CCGRID, 2006)

Exploring the Dynamics of Visual Events in the Multi-dimensional Semantic Concept Space. - Shahram Ebadollahi; Lexing Xie; Andres Abreu; Mark Podlaseck; Shih-Fu Chang; John R. Smith (CIVR, 2006)

Efficient Summarizing of Multimedia Archives Using Cluster Labeling. - Jelena Tesic; John R. Smith (CIVR, 2006)

Visual Event Detection using Multi-Dimensional Concept Dynamics. - Shahram Ebadollahi; Lexing Xie; Shih-Fu Chang; John R. Smith (ICME, 2006)

Semantic Labeling of Multimedia Content Clusters. - Jelena Tesic; John R. Smith (ICME, 2006)

Multimedia Content-Based Indexing and Search: Challenges and Research Directions. - John R. Smith (MRCS, 2006)

IBM Research TRECVID-2006 Video Retrieval System. - Murray Campbell; Alexander Haubold; Shahram Ebadollahi; Dhiraj Joshi; Milind R. Naphade; Apostol Natsev; Joachim Seidl; John R. Smith; Katya Scheinberg; Jelena Tesic; Lexing Xie (TRECVID, 2006)

Large-Scale Concept Ontology for Multimedia. - Milind R. Naphade; John R. Smith; Jelena Tesic; Shih-Fu Chang; Winston H. Hsu; Lyndon S. Kennedy; Alexander G. Hauptmann; Jon Curtis (IEEE Multim., 2006)

Metadata Standards Roundup. - John R. Smith; Peter Schirling (IEEE Multim., 2006)

IBM multimedia search and retrieval system. - Apostol Natsev; Jelena Tesic; Lexing Xie; Rong Yan; John R. Smith (CIVR, 2007)

Cluster-based data modeling for semantic video search. - Jelena Tesic; Apostol Natsev; John R. Smith (CIVR, 2007)

IBM multimodal interactive video threading. - Jelena Tesic; Apostol Natsev; Joachim Seidl; John R. Smith (CIVR, 2007)

Digital Media Indexing on the Cell Processor. - Lurng-Kuo Liu; Qiang Liu; Apostol Natsev; Kenneth A. Ross; John R. Smith; Ana Lucia Varbanescu (ICME, 2007)

Data Modeling Strategies for Imbalanced Learning in Visual Search. - Jelena Tesic; Apostol Natsev; Lexing Xie; John R. Smith (ICME, 2007)

An Effective Strategy for Porting C++ Applications on Cell. - Ana Lucia Varbanescu; Henk J. Sips; Kenneth A. Ross; Qiang Liu; Lurng-Kuo Liu; Apostol Natsev; John R. Smith (ICPP, 2007)

Model-shared subspace boosting for multi-label classification. - Rong Yan; Jelena Tesic; John R. Smith (KDD, 2007)

The Real Problem of Bridging the "Semantic Gap". - John R. Smith (MCAM, 2007)

IBM Research TRECVID-2007 Video Retrieval System. - Murray Campbell; Alexander Haubold; Ming Liu; Apostol Natsev; John R. Smith; Jelena Tesic; Lexing Xie; Rong Yan; Jun Yang 003 (TRECVID, 2007)

IBM multimedia analysis and retrieval system. - Apostol Natsev; John R. Smith; Jelena Tesic; Lexing Xie; Rong Yan (CIVR, 2008)

IBM Research TRECVID-2008 Video Retrieval System. - Apostol Natsev; John R. Smith; Jelena Tesic; Lexing Xie; Rong Yan; Wei Jiang 001; Michele Merler (TRECVID, 2008)

Unleashing Video Search. - John R. Smith (WIAMIS, 2008)

The Search for Interoperability. - John R. Smith (IEEE Multim., 2008)

Imbalanced RankBoost for efficiently ranking large-scale image/video collections. - Michele Merler; Rong Yan; John R. Smith (CVPR, 2009)

Large-scale multimedia semantic concept modeling using robust subspace bagging and MapReduce. - Rong Yan; Marc-Olivier Fleury; Michele Merler; Apostol Natsev; John R. Smith (LS-MMRM@ACM Multimedia, 2009)

The 1st workshop on large-scale multimedia retrieval and mining (LS-MMRM'09). - Rong Yan; John R. Smith; Qi Tian 001; Rahul Sukthankar (ACM Multimedia, 2009)

IBM Research TRECVID-2009 Video Retrieval System. - Apostol Natsev; Matthew L. Hill; John R. Smith; Lexing Xie; Rong Yan; Shenghua Bao; Dong Wang; Michele Merler; Yi Zhang (TRECVID, 2009)

Evaluating application mapping scenarios on the Cell/B.E. - Ana Lucia Varbanescu; Henk J. Sips; Kenneth A. Ross; Qiang Liu; Apostol Natsev; John R. Smith; Lurng-Kuo Liu (Concurr. Comput. Pract. Exp., 2009)

The accuracy and value of machine-generated image tags: design and user evaluation of an end-to-end image tagging system. - Lexing Xie; Apostol Natsev; Matthew L. Hill; John R. Smith; Alex Phillips (CIVR, 2010)

Design and evaluation of an effective and efficient video copy detection system. - Apostol Natsev; Matthew L. Hill; John R. Smith (ICME, 2010)

Video genetics: a case study from YouTube. - John R. Kender; Matthew L. Hill; Apostol Natsev; John R. Smith; Lexing Xie (ACM Multimedia, 2010)

Probabilistic visual concept trees. - Lexing Xie; Rong Yan; Jelena Tesic; Apostol Natsev; John R. Smith (ACM Multimedia, 2010)

IBM Research TRECVID-2010 Video Copy Detection and Multimedia Event Detection System. - Matthew L. Hill; Gang Hua 001; Apostol Natsev; John R. Smith; Lexing Xie; Bert Huang; Michele Merler; Hua Ouyang; Mingyuan Zhou (TRECVID, 2010)

The Red Balloon. - John R. Smith (IEEE Multim., 2010)

The Not So Newlywed Game. - John R. Smith (IEEE Multim., 2010)

Clicking on Things. - John R. Smith (IEEE Multim., 2010)

Towards large scale land-cover recognition of satellite images. - Noel C. F. Codella; Gang Hua 001; Apostol Natsev; John R. Smith (ICICS, 2011)

Tracking Visual Memes in Rich-Media Social Communities. - Lexing Xie; Apostol Natsev; John R. Kender; Matthew L. Hill; John R. Smith (ICWSM, 2011)

Visual memes in social media: tracking real-world news in YouTube videos. - Lexing Xie; Apostol Natsev; John R. Kender; Matthew L. Hill; John R. Smith (ACM Multimedia, 2011)

IBM Research and Columbia University TRECVID-2011 Multimedia Event Detection (MED) System. - Liangliang Cao; Shih-Fu Chang; Noel Codella; Courtenay V. Cotton; Dan Ellis; Leiguang Gong; Matthew L. Hill; Gang Hua 001; John R. Kender; Michele Merler; Yadong Mu; Apostol Natsev; et al. (TRECVID, 2011)

Express Yourself. - John R. Smith (IEEE Multim., 2011)

A Great Challenge. - John R. Smith (IEEE Multim., 2011)

History Made Every Day. - John R. Smith (IEEE Multim., 2011)

Open Channel for News. - John R. Smith (IEEE Multim., 2011)

IBM T.J. Watson Research Center, Multimedia Analytics: Modality Classification and Case-Based Retrieval Tasks of ImageCLEF2012. - Liangliang Cao; Yuan-Chi Chang; Noel C. F. Codella; Michele Merler; Quoc-Bao Nguyen; John R. Smith (CLEF (Online Working Notes/Labs/Workshop), 2012)

Beyond Mahalanobis distance: Learning second-order discriminant function for people verification. - Zhen Li 028; Liangliang Cao; Shiyu Chang; John R. Smith; Thomas S. Huang (CVPR Workshops, 2012)

Scene Aligned Pooling for Complex Video Recognition. - Liangliang Cao; Yadong Mu; Apostol Natsev; Shih-Fu Chang; Gang Hua 001; John R. Smith (ECCV (2), 2012)

Video Event Detection Using Temporal Pyramids of Visual Semantics with Kernel Optimization and Model Subspace Boosting. - Noel C. F. Codella; Apostol Natsev; Gang Hua 001; Matthew L. Hill; Liangliang Cao; Leiguang Gong; John R. Smith (ICME, 2012)

Mining Multimedia Data for Meaning - (Extended Abstract). - John R. Smith (MMM, 2012)

IBM Research and Columbia University TRECVID-2012 Multimedia Event Detection (MED), Multimedia Event Recounting (MER), and Semantic Indexing (SIN) Systems. - Liangliang Cao; Shih-Fu Chang; Noel Codella; Courtenay V. Cotton; Dan Ellis; Leiguang Gong; Matthew L. Hill; Gang Hua 001; John R. Kender; Michele Merler; Yadong Mu; John R. Smith; et al. (TRECVID, 2012)

BlueFinder: estimate where a beach photo was taken. - Liangliang Cao; John R. Smith; Zhen Wen; Zhijun Yin; Xin Jin 001; Jiawei Han 001 (WWW (Companion Volume), 2012)

Minding the Gap. - John R. Smith (IEEE Multim., 2012)

A Virtual Opinion. - John R. Smith (IEEE Multim., 2012)

Rich Media, Poor Media. - John R. Smith (IEEE Multim., 2012)

Problems Gone By? - John R. Smith (IEEE Multim., 2012)

Learning Locally-Adaptive Decision Functions for Person Verification. - Zhen Li 028; Shiyu Chang; Feng Liang 002; Thomas S. Huang; Liangliang Cao; John R. Smith (CVPR, 2013)

Designing Category-Level Attributes for Discriminative Visual Recognition. - Felix X. Yu; Liangliang Cao; Rogério Schmidt Feris; John R. Smith; Shih-Fu Chang (CVPR, 2013)

Towards Understanding the Effectiveness of Election Related Images in Social Media. - Junhuan Zhu; Jiebo Luo 001; Quanzeng You; John R. Smith (ICDM Workshops, 2013)

Large-scale video event classification using dynamic temporal pyramid matching of visual semantics. - Noel C. F. Codella; Gang Hua 001; Liangliang Cao; Michele Merler; Leiguang Gong; Matthew L. Hill; John R. Smith (ICIP, 2013)

Learning by focusing: A new framework for concept recognition and feature selection. - Liangliang Cao; Leiguang Gong; John R. Kender; Noel C. F. Codella; John R. Smith (ICME, 2013)

What happens where? - John R. Smith (GeoMM@ACM Multimedia, 2013)

Massive-scale multimedia semantic modeling. - John R. Smith; Liangliang Cao (ACM Multimedia, 2013)

Riding the multimedia big data wave. - John R. Smith (SIGIR, 2013)

IBM Research and Columbia University TRECVID-2013 Multimedia Event Detection (MED), Multimedia Event Recounting (MER), Surveillance Event Detection (SED), and Semantic Indexing (SIN) Systems. - Lisa M. Brown; Liangliang Cao; Chih-Fu Chang; Yu Cheng 001; Alok N. Choudhary; Noel Codella; Courtenay V. Cotton; Dan Ellis; Quanfu Fan; Rogério Schmidt Feris; Leiguang Gong; Matthew L. Hill; et al. (TRECVID, 2013)

Just the Facets. - John R. Smith (IEEE Multim., 2013)

Reconstructing Events. - John R. Smith (IEEE Multim., 2013)

Lessons in Learning. - John R. Smith (IEEE Multim., 2013)

Herding Cats. - John R. Smith (IEEE Multim., 2013)

Tracking Large-Scale Video Remix in Real-World Events. - Lexing Xie; Apostol Natsev; Xuming He 001; John R. Kender; Matthew L. Hill; John R. Smith (IEEE Trans. Multim., 2013)

Accurate coverage summarization of UAV videos. - Chung-Ching Lin; Sharath Pankanti; John R. Smith (AIPR, 2014)

Unsupervised One-Class Learning for Automatic Outlier Removal. - Wei Liu 005; Gang Hua 001; John R. Smith (CVPR, 2014)

Automated Medical Image Modality Recognition by Fusion of Visual and Text Information. - Noel C. F. Codella; Jonathan H. Connell; Sharath Pankanti; Michele Merler; John R. Smith (MICCAI (2), 2014)

Modeling Attributes from Category-Attribute Proportions. - Felix X. Yu; Liangliang Cao; Michele Merler; Noel C. F. Codella; Tao Chen 015; John R. Smith; Shih-Fu Chang (ACM Multimedia, 2014)

How Many Visual Concepts? - John R. Smith (IEEE Multim., 2014)

Low-Rank Similarity Metric Learning in High Dimensions. - Wei Liu 005; Cun Mu; Rongrong Ji; Shiqian Ma; John R. Smith; Shih-Fu Chang (AAAI, 2015)

Top Rank Supervised Binary Coding for Visual Search. - Dongjin Song; Wei Liu 005; Rongrong Ji; David A. Meyer 001; John R. Smith (ICCV, 2015)

You are what you tweet...pic! gender prediction based on semantic analysis of social media images. - Michele Merler; Liangliang Cao; John R. Smith (ICME, 2015)

Deep Learning, Sparse Coding, and SVM for Melanoma Recognition in Dermoscopy Images. - Noel Codella; Junjie Cai; Mani Abedini; Rahil Garnavi; Alan Halpern; John R. Smith (MLMI, 2015)

Multi-facet Learning using Deep Convolutional Neural Network for Person-Related Categories in Photos. - Liangliang Cao; Zhicheng Yan 001; John R. Smith (ICMR, 2015)

Trainable performance upper bounds for image and video captioning. - Li Yao; Nicolas Ballas; KyungHyun Cho; John R. Smith; Yoshua Bengio (CoRR, 2015)

A generalized framework for medical image classification and recognition. - Mani Abedini; Noel C. F. Codella; Jonathan H. Connell; Rahil Garnavi; Michele Merler; Sharath Pankanti; John R. Smith; Tanveer F. Syeda-Mahmood (IBM J. Res. Dev., 2015)

Moving camera analytics: Emerging scenarios, challenges, and applications. - Chung-Ching Lin; Sharath Pankanti; Gal Ashour; Dror Porat; John R. Smith (IBM J. Res. Dev., 2015)

Massive-scale learning of image and video semantic concepts. - John R. Smith; Liangliang Cao; Noel C. F. Codella; Matthew L. Hill; Michele Merler; Quoc-Bao Nguyen; E. Pring; Rosario A. Uceda-Sosa (IBM J. Res. Dev., 2015)

Oracle Performance for Visual Captioning. - Li Yao; Nicolas Ballas; Kyunghyun Cho; John R. Smith; Yoshua Bengio (BMVC, 2016)

Multi-scale classification based lesion segmentation for dermoscopic images. - Mani Abedini; Noel C. F. Codella; Rajib Chakravorty; Rahil Garnavi; David A. Gutman; Brian Helba; John R. Smith (EMBC, 2016)

A closer look at Faster R-CNN for vehicle detection. - Quanfu Fan; Lisa M. Brown; John Smith 001 (Intelligent Vehicles Symposium, 2016)

Lymphoma diagnosis in histopathology using a multi-stage visual learning approach. - Noel C. F. Codella; Mehdi Moradi; Matt Matasar; Tanveer F. Syeda-Mahmood; John R. Smith (Digital Pathology, 2016)

Snap, Eat, RepEat: A Food Recognition Engine for Dietary Logging. - Michele Merler; Hui Wu 009; Rosario Uceda-Sosa; Quoc-Bao Nguyen; John R. Smith (MADiMa @ ACM Multimedia, 2016)

Learning to Make Better Mistakes: Semantics-aware Visual Food Recognition. - Hui Wu 009; Michele Merler; Rosario Uceda-Sosa; John R. Smith (ACM Multimedia, 2016)

Automatic Curation of Golf Highlights Using Multimodal Excitement Features. - Michele Merler; Dhiraj Joshi; Quoc-Bao Nguyen; Stephen Hammer; John Kent; John R. Smith; Rogério Schmidt Feris (CVPR Workshops, 2017)

Multimodal Classification of Document Embedded Images. - Matheus P. Viana; Quoc-Bao Nguyen; John R. Smith; Maria Gabrani (GREC, 2017)

IBM High-Five: Highlights From Intelligent Video Engine. - Dhiraj Joshi; Michele Merler; Quoc-Bao Nguyen; Stephen Hammer; John Kent; John R. Smith; Rogério Schmidt Feris (ACM Multimedia, 2017)

Harnessing A.I. for Augmenting Creativity: Application to Movie Trailer Creation. - John R. Smith; Dhiraj Joshi; Benoit Huet; Winston H. Hsu; Jozef Cota (ACM Multimedia, 2017)

Distributed learning of deep feature embeddings for visual recognition tasks. - Bishwaranjan Bhattacharjee; Matthew L. Hill; H. Wu; P. S. Chandakkar; John R. Smith; Mark N. Wegman (IBM J. Res. Dev., 2017)

Deep learning ensembles for melanoma recognition in dermoscopy images. - Noel C. F. Codella; Quoc-Bao Nguyen; Sharath Pankanti; David A. Gutman; Brian Helba; Alan Halpern; John R. Smith (IBM J. Res. Dev., 2017)

Leveraging multiple cues for recognizing family photos. - Xiaolong Wang 006; Guodong Guo; Michele Merler; Noel C. F. Codella; M. V. Rohith; John R. Smith; Chandra Kambhamettu (Image Vis. Comput., 2017)

The Excitement of Sports: Automatic Highlights Using Audio/Visual Cues. - Michele Merler; Dhiraj Joshi; Khoi-Nguyen C. Mac; Quoc-Bao Nguyen; Stephen Hammer; John Kent; Jinjun Xiong; Minh N. Do; John R. Smith; Rogério Schmidt Feris (CVPR Workshops, 2018)

Segmentation of Both Diseased and Healthy Skin From Clinical Photographs in a Primary Care Setting. - Noel C. F. Codella; Daren Anderson; Tyler Philips; Anthony Porto; Kevin Massey; Jane Snowdon; Rogério Schmidt Feris; John R. Smith (EMBC, 2018)

Collaborative Human-AI (CHAI): Evidence-Based Interpretable Melanoma Classification in Dermoscopic Images. - Noel C. F. Codella; Chung-Ching Lin; Allan Halpern; Michael Hind; Rogério Schmidt Feris; John R. Smith (MLCN/DLF/iMIMIC@MICCAI, 2018)

Diversity in Faces. - Michele Merler; Nalini K. Ratha; Rogério Schmidt Feris; John R. Smith (CoRR, 2019)

A New Benchmark for Evaluation of Cross-Domain Few-Shot Learning. - Yunhui Guo; Noel C. F. Codella; Leonid Karlinsky; John R. Smith; Tajana Rosing; Rogério Schmidt Feris (CoRR, 2019)

Automatic Curation of Sports Highlights Using Multimodal Excitement Features. - Michele Merler; Khoi-Nguyen C. Mac; Dhiraj Joshi; Quoc-Bao Nguyen; Stephen Hammer; John Kent; Jinjun Xiong; Minh N. Do; John R. Smith; Rogério Schmidt Feris (IEEE Trans. Multim., 2019)

A Broader Study of Cross-Domain Few-Shot Learning. - Yunhui Guo; Noel Codella; Leonid Karlinsky; James V. Codella; John R. Smith; Kate Saenko; Tajana Rosing; Rogério Feris (ECCV (27), 2020)

HUMA'20: 1st International Workshop on Human-Centric Multimedia Analysis. - Wu Liu; Chuang Gan 001; Jingkuan Song; Dingwen Zhang; Wenbing Huang 001; John Smith 001 (ACM Multimedia, 2020)

Covering the News with (AI) Style. - Michele Merler; Cícero Nogueira dos Santos; Mauro Martino; Alfio Massimiliano Gliozzo; John R. Smith (CoRR, 2020)

HUMA'21: 2nd International Workshop on Human-centric Multimedia Analysis. - Wu Liu; Xinchen Liu; Jingkuan Song; Dingwen Zhang; Wenbing Huang 001; Junbo Guo; John Smith 001 (ACM Multimedia, 2021)

HCMA'22: 3rd International Workshop on Human-Centric Multimedia Analysis. - Dingwen Zhang; Chaowei Fang; Wu Liu; Xinchen Liu; Jingkuan Song; Hongyuan Zhu; Wenbing Huang 001; John Smith 001 (ACM Multimedia, 2022)

GT4SD: Generative Toolkit for Scientific Discovery. - Matteo Manica; Joris Cadow; Dimitrios Christofidellis; Ashish Dave; Jannis Born; Dean Clarke; Yves Gaetan Nana Teukam; Samuel C. Hoffman; Matthew Buchan; Vijil Chenthamarakshan; Timothy Donovan; Hsiang-Han Hsu; et al. (CoRR, 2022)

Foundation Model for Material Science. - Seiji Takeda; Akihiro Kishimoto; Lisa Hamada; Daiju Nakano; John R. Smith (AAAI, 2023)

HCMA '23: 4th International Workshop on Human-Centric Multimedia Analysis. - Jingkuan Song; Wu Liu; Xinchen Liu; Dingwen Zhang; Chaowei Fang; Hongyuan Zhu; Wenbing Huang 001; John Smith 001; Xin Wang 019 (ACM Multimedia, 2023)