John R. Smith  John R. Smith photo       

contact information

IBM Fellow, Manager, AI Tech, IBM Research AI
IBM Thomas J. Watson Research Center, Yorktown Heights, NY 10598
  +1dash914dash945dash3444

links

Professional Associations

Professional Associations:  ACM  |  ACM SIGMM  |  Fellow, IEEE  |  IEEE Circuits and System Society  |  IEEE Computer Society  |  IEEE Signal Processing Society

more information

More information:  John R. Smith on Google Scholar  |  John R. Smith on DBLP  |  John R. Smith on LinkedIn  |  John R. Smith on Twitter


2016

Systems and methods for inferring gender by fusion of multimodal content
Cao, Liangliang and Merler, Michele and Smith, John R
US Patent 9,471,851
Abstract

Category Oversampling for Imbalanced Machine Learning
Codella, Noel C and Hua, Gang and Smith, John R
US Patent 20,160,092,789


2015

Content acquisition system and method of implementation
Benson, Jesse L and Jaffe, Stephen E and Smith, John R and Trevathan, Matthew B
US Patent 8,972,374

Social Media Event Detection and Content-Based Retrieval
Codella, Noel C and Natsev, Apostol and Smith, John R
US Patent App. 14/693,314

Static Image Segmentation
Codella, Noel C and Hua, Gang and Smith, John R
US Patent 20,150,332,469

Social media event detection and content-based retrieval
Codella, Noel C and Natsev, Apostol and Smith, John R
US Patent 9,104,667

Social media event detection and content-based retrieval
Codella, Noel C and Natsev, Apostol and Smith, John R
US Patent 9,002,069

METHOD AND SYSTEM FOR CATEGORIZING HEART DISEASE STATES
Codella, Noel C and Connell, II and Jonathan, H and Smith, John R and Ratha, Nalini K
US Patent 20,150,317,789

Enabling interoperability between participants in a network
Aggarwal, Charu C and Campbell, Murray Scott and Chang, Yuan-Chi and Hill, Matthew Leon and Li, Chung-Sheng and Naphade, Milind R and Padmanabhan, Sriram K and Smith, John R and Wang, Min and Wu, Kun-Lung and others
US Patent 9,021,007

Techniques for ground-level photo geolocation using digital elevation
Cao, Liangliang and Codella, Noel CF and Hua, Gang and Smith, John R
US Patent 9,165,217


2014

System and method for relating corresponding points in images with different viewing angles
Lin, Chung-Ching and Pankanti, Sharathchandra U and Smith, John R
US Patent App. 14/251,636

Joint analysis of social and content networks
Smith, John Richard and Tesic, Jelena
US Patent 8,738,695


2013

Visually Generated Consumer Product Presentation
Duponchel, Bernadette R and Flickner, Myron and Platt, Victoria B and Smith, John R
US Patent App. 13/926,544
Abstract

Video description system and method
Paek, Seungyup and Benitez, Ana and Chang, Shih-Fu and Puri, Atul and Huang, Qian and Li, Chung-Sheng and Smith, John R and Bergman, Lawrence
US Patent 8,370,869

Image Segmentation Techniques
Codella, Noel C and Smith, John R
US Patent App. 14/012,112

Image Segmentation Techniques
Codella, Noel C and Smith, John R
US Patent App. 13/975,575

Video description system and method
Paek, Seungyup and Benitez, Ana and Chang, Shih-Fu and Puri, Atul and Huang, Qian and Li, Chung-Sheng and Smith, John R and Bergman, Lawrence
US Patent 8,370,869

Techniques for Spatial Semantic Attribute Matching for Location Identification
Liangliang Cao, Noel CF Codella, Gang Hua, Gong Leiguang, Apostol I Natsev, John R Smith
US Patent App. 13/788,433


2012

Method and apparatus for execution of a process
Chang, Yuan-Chi and Lang, Christian A and Smith, John R and Stanoi, Ioana R
US Patent 8,171,226

Method and apparatus for resource allocation among classifiers in classification systems
Li, Chung-Sheng and Lin, Ching-Yung and Naphade, Milind R and Smith, John R
US Patent 8,165,983

System and method for using a component business model to organize an enterprise
Cohn, David L and Dill, Robert D and Flaxer, David Bernard and Galambos, George M and Guttman, Robert H and Harishankar, Raman and Kress, David Robert and Murasso, Christopher and Neville, Jeffrey A and Pickover, Clifford Alan and others
US Patent 8,326,665

Using near-duplicate video frames to analyze, classify, track, and visualize evolution and fitness of videos
Matthew L Hill, John R Kender, Apostol I Natsev, John R Smith, Lexing Xie
US Patent App. 13/599,670


2011

Apparatus and methods for auctioning time and desktop space to product and service suppliers
Bergman, Lawrence and Chang, Yuan-Chi and Han, Richard and Li, Chung-Sheng and Smith, John R
US Patent 7,870,053

Method and apparatus for ontology-based classification of media content
Smith, John R and Tseng, Belle L and Wu, Yi
US Patent 7,953,693

Method and apparatus for model-shared subspace boosting for multi-label classification
Smith, John R and Tesic, Jelena and Yan, Rong
US Patent 7,958,068

Method and apparatus for semantic assisted rating of multimedia content
Shahram Ebadollahi, Milind Naphade, Apostol Ivanov Natsev, John Richard Smith, Ioana Roxana Stanoi, Jelena Tesic, Lexing Xie
US Patent 8,032,539


2010

Method and apparatus for automatic multimedia narrative enrichment
Campbell, Murray S and Ebadollahi, Shahram and Hill, Matthew L and Landry, Brian Michael and Li, Chung-Sheng and Natsev, Apostol Ivanov and Naphade, Milind R and Smith, John R and Tesic, Jelena and Xie, Lexing and others
US Patent 7,818,329

System and method for annotating multi-modal characteristics in multimedia documents
Adams Jr, Hugh W and Iyengar, Giridharen and Lin, Ching-Yung and Neti, Chalapathy V and Smith, John R and Tseng, Belle L
US Patent 7,793,212

Computer program product and system for autonomous classification
Naphade, Milind R and Smith, John R
US Patent 7,792,768

Method and apparatus for automatic multimedia narrative enrichment
Campbell, Murray S and Ebadollahi, Shahram and Hill, Matthew L and Landry, Brian Michael and Li, Chung-Sheng and Natsev, Apostol Ivanov and Naphade, Milind R and Smith, John R and Tesic, Jelena and Xie, Lexing and others
US Patent 7,818,329

System and method for annotating multi-modal characteristics in multimedia documents
Adams Jr, Hugh W and Iyengar, Giridharen and Lin, Ching-Yung and Neti, Chalapathy V and Smith, John R and Tseng, Belle L
US Patent 7,793,212

Computer program product and system for autonomous classification
Naphade, Milind R and Smith, John R
US Patent 7,792,768

Multi-facet classification scheme for cataloging of information artifacts
Matthew Hill, John R Kender, Apostol Natsev, Quoc-Bao Nguyen, John R Smith, Jelena Tesic, Lexing Xie, Rong Yan
US Patent App. 12/825,609

Method and apparatus for automatic multimedia narrative enrichment
Murray S Campbell, Shahram Ebadollahi, Matthew L Hill, Brian Michael Landry, Chung-Sheng Li, Apostol Ivanov Natsev, Milind R Naphade, John R Smith, Jelena Tesic, Lexing Xie, others
US Patent 7,818,329

Visual meme tracking for social media analysis
Matthew L Hill, John R Kender, Apostol I Natsev, John R Smith, Lexing Xie
US Patent App. 12/909,137



2009

Multi-modal fusion in content-based retrieval
Lin, Ching-Yung and Natsev, Apostol and Naphade, Milind R and Smith, John R and Tseng, Belle L
US Patent 7,610,306


2008

Adaptive probabilistic query expansion
Basu, Sankar and Naphade, Milind R and Smith, John R
US Patent 7,437,349

Method and apparatus for autonomous classification
Naphade, Milind R and Smith, John R
US Patent 7,426,498


2007

Temporal segment based extraction and robust matching of video fingerprints
Jane Wen Chang, Apostol Ivanov Natsev, John R Smith
US Patent App. 11/958,298


2006



2005

Multimedia archive description scheme
A B Benitez, A Jaimes, P Seungyup, S F Chang, C S Li, J R Smith
US Patent 6,941,325



2004



2003

Multimedia content description framework
L D Bergman, M Y Y Kim, C S Li, R Mohan, J R Smith
US Patent 6,564,263


2002






2001



2000