Belle L Tseng from 7585 De Foe Dr, Cupertino, CA 95014, age 54, Phone: (408)2552562

Resumes

Senior Manager At Apple

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Location:

7585 De Foe Dr, Cupertino, CA 95014

Industry:

Information Technology And Services

Work:

Apple Inc. - Cupertino, CA since 2012
Senior Manager, Machine Learning and Fraud Analytics
Yahoo Labs Oct 2007 - May 2012
Director
NEC Labs America Jan 2004 - Sep 2007
Senior Research Staff Member
IBM Watson Research Center Jul 1997 - Dec 2003
Research Staff Member
Start-Up Apr 1996 - Jun 1997
Chief Scientist

Education:

Columbia University in the City of New York
PhD, Electrical Engineering Massachusetts Institute of Technology
MS, Electrical Engineering Massachusetts Institute of Technology
BS, Mathematics Massachusetts Institute of Technology
BS, Electrical Engineering

Skills:

Machine Learning
Data Mining
Information Retrieval
Computer Science
Scalability
Algorithms
Hadoop
Big Data
Distributed Systems
Analytics
Artificial Intelligence
Python
Software Engineering
C++
Natural Language Processing
Recommender Systems
Cloud Computing
Software Development
Social Networking
Computer Security
Mapreduce
Optimization
Perl
Java
Predictive Analytics
Human Computer Interaction
Search
Integration
High Performance Computing
Cyber Security

Belle Tseng

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Name / Title

Company / Classification

Phones & Addresses

Belle L Tseng

Belle Estates Realty
Real Estate Agents and Managers

11579 Raintree Spring Ct, Cupertino, CA 95014

Belle Tseng
Principal

Belle Estate
Business Services at Non-Commercial Site

11579 Raintree Spg Ct, Cupertino, CA 95014
(408)2192212

Us Patents

Method And System For Digital Image Acquisition And Continuous Zoom Display From Multiple Resolutional Views Using A Heterogeneous Image Pyramid Representation
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US Patent:

6681056, Jan 20, 2004
Filed:

Mar 30, 1999
Appl. No.:

09/281049
Inventors:

Belle L. Tseng - Forest Hills NY
Ferdinand Hendriks - Yorktown Heights NY
Xiping Wang - Mohegan Lake NY
Assignee:

International Business Machines Corporation - Armonk NY
International Classification:

G06K 920
US Classification:

382282, 382103, 382284, 382294, 358450, 358540
Abstract:

The invention allows a user to construct a collection of resolutionally non-uniform, captured digital image views of static scene, thereby defining the more interesting sections of the scene for viewing. The invention provides a system and a method for continuous zooming and display of composite image representation having different levels of resolution at different locations. The invention discloses techniques for acquisition of multiple resolution and overlapping digital images, composite representation of those captured images, and the continuous zooming display of the complete image data.

Projector And Camera Arrangement With Shared Optics And Optical Marker For Use With Whiteboard Systems
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US Patent:

6707444, Mar 16, 2004
Filed:

Aug 18, 2000
Appl. No.:

09/644980
Inventors:

Ferdinand Hendriks - Yorktown Heights NY
Fuad Elias Doany - Katonah NY
Belle L. Tseng - Forest Hills NY
Xiping Wang - Putnam County NY
Assignee:

International Business Machines Corporation - Armonk NY
International Classification:

G09G 500
US Classification:

345156, 345 9, 345 87, 345104, 345158, 345159, 345179, 345207
Abstract:

Projector and camera arrangements are provided for use in electronic whiteboard systems. Specifically, the present invention provides projector and camera arrangements wherein the projector and camera share the same imaging optics. By sharing the same projection and camera optics, the distortions that affect the projection system are the same as those of the camera system. Thus, the calibration step required in conventional whiteboard systems where the projector and camera are separate, i. e. , each having their own distinct optics and settings, is no longer needed. Further, the arrangements provided in accordance with the invention are self-aligning, even when lens distortions are large and even in the presence of strong perspective effects. The shared optics projector and camera arrangements of the invention also provide for dynamic zooming. In addition, various active and passive optical marker or lightpen designs are provided for use in electronic whiteboard systems.

Projector And Camera Arrangement With Shared Optics And Optical Marker For Use With Whiteboard Systems
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US Patent:

7136053, Nov 14, 2006
Filed:

Dec 10, 2002
Appl. No.:

10/315739
Inventors:

Ferdinand Hendriks - Yorktown Heights NY, US
Belle L. Tseng - Cupertino CA, US
Xiping Wang - Putnam County NJ, US
Assignee:

International Business Machines Corporation - Armonk NY
International Classification:

G09G 5/00
US Classification:

345179, 345156, 345157, 345158, 345173, 345183, 178 1801, 178 1809, 178 1811, 178 1901, 178 1909, 34081545
Abstract:

Projector and camera arrangements are provided for use in electronic whiteboard systems. Specifically, the present invention provides projector and camera arrangements wherein the projector and camera share the same imaging optics. By sharing the same projection and camera optics, the distortions that affect the projection system are the same as those of the camera system. Thus, the calibration step required in conventional whiteboard systems where the projector and camera are separate, i. e. , each having their own distinct optics and settings, is no longer needed. Further, the arrangements provided in accordance with the invention are self-aligning, even when lens distortions are large and even in the presence of strong perspective effects. The shared optics projector and camera arrangements of the invention also provide for dynamic zooming. In addition, various active and passive optical marker or lightpen designs are provided for use in electronic whiteboard systems.

Methods And Apparatus For Associating A User With Content In A Collaborative Whiteboard System
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US Patent:

7219233, May 15, 2007
Filed:

Aug 18, 2000
Appl. No.:

09/642531
Inventors:

Ferdinand Hendriks - Yorktown Heights NY, US
Belle L. Tseng - Forest Hills NY, US
Xiping Wang - Putnam Valley NY, US
Assignee:

International Business Machines Corporation - Armonk NY
International Classification:

H04K 1/00
H04L 9/00
H04L 9/32
G06F 7/04
G06F 17/30
G06F 7/58
G06K 9/00
US Classification:

713182, 713183, 713184, 713185, 713186, 726 2, 726 3, 726 4
Abstract:

Projector and camera arrangements are provided for use in electronic whiteboard systems. Specifically, the present invention provides projector and camera arrangements wherein the projector and camera share the same imaging optics. By sharing the same projection and camera optics, the distortions that affect the projection system are the same as those of the camera system. Thus, the calibration step required in conventional whiteboard systems where the projector and camera are separate, i. e. , each having their own distinct optics and settings, is no longer needed. Further, the arrangements provided in accordance with the invention are self-aligning, even when lens distortions are large and even in the presence of strong perspective effects. The shared optics projector and camera arrangements of the invention also provide for dynamic zooming. In addition, various active and passive optical marker or lightpen designs are provided for use in electronic whiteboard systems.

Periodic Broadcast And Location Of Evolving Media Content With Application To Seminar And Stroke Media
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US Patent:

7305011, Dec 4, 2007
Filed:

Jun 14, 2001
Appl. No.:

09/881323
Inventors:

Belle L. Tseng - Forest Hills NY, US
Assignee:

International Business Machines Corporation - Armonk NY
International Classification:

H04J 1/00
US Classification:

370487, 382161, 345 16
Abstract:

Techniques are provided for broadcasting history or coarse representations or both of stroke media and other media. Levels are created for media, and the levels are periodically broadcast. The levels segment the media and allow the media to be examined with details that range from coarse to fine or examined with varying importance or both. The periodic broadcast of the levels provides history of the media. In particular, for stroke data, levels of detail are determined through a certain method. Each level of detail is periodically broadcast. The levels of detail may be shown by themselves or combined at a receiver to create segmented views of the stroke data. A user can select a coarse view of the stroke data to quickly see the stroke history. Additionally, techniques are provided for quickly and repeatedly accessing data elements in already existing data structures. Generally, a description is created that describes data elements in a preexisting data structure.

Projector And Camera Arrangement With Shared Optics And Optical Marker For Use With Whiteboard Systems
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US Patent:

7355584, Apr 8, 2008
Filed:

Mar 15, 2005
Appl. No.:

11/080315
Inventors:

Ferdinand Hendriks - Yorktown Heights NY, US
Belle L. Tseng - Cupertino CA, US
Xiping Wang - Putnam County NY, US
Assignee:

International Business Machines Corporation - Armonk NY
International Classification:

G09G 5/00
US Classification:

345156, 345169
Abstract:

Projector and camera arrangements are provided for use in electronic whiteboard systems. Specifically, the present invention provides projector and camera arrangements wherein the projector and camera share the same imaging optics. By sharing the same projection and camera optics, the distortions that affect the projection system are the same as those of the camera system. Thus, the calibration step required in conventional whiteboard systems where the projector and camera are separate, i. e. , each having their own distinct optics and settings, is no longer needed. Further, the arrangements provided in accordance with the invention are self-aligning, even when lens distortions are large and even in the presence of strong perspective effects. The shared optics projector and camera arrangements of the invention also provide for dynamic zooming. In addition, various active and passive optical marker or lightpen designs are provided for use in electronic whiteboard systems.

Method And Apparatus For Ontology-Based Classification Of Media Content
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US Patent:

7383260, Jun 3, 2008
Filed:

Aug 3, 2004
Appl. No.:

10/910118
Inventors:

John R. Smith - New York NY, US
Belle L. Tseng - Cupertino CA, US
Yi Wu - Goleta CA, US
Assignee:

International Business Machines Corporation - Armonk NY
International Classification:

G07F 17/30
G06F 15/16
US Classification:

707 5, 707102
Abstract:

A method and apparatus for ontology-based classification of media content are provided. With the method and apparatus, initial confidence values of classifiers in a hierarchical classification structure are modified based on relationships between classifiers. A confidence value for a classifier is boosted by a boosting factor based on a correspondence between the confidence value and confidence values of ancestor classifiers in the hierarchical classification structure. A confidence value for a classifier is modified by a confusion factor based on a correspondence between the confidence value of the classifier and the confidence values of mutually exclusive classifiers in the hierarchical classification structure. In this way, a more accurate representation of the actual confidence that media content falls within the classification associated with the classifier is obtained. From this improved classification mechanism, indices for media content may be generated for use in accessing the media content at a later time.

Multi-Modal Fusion In Content-Based Retrieval
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US Patent:

7610306, Oct 27, 2009
Filed:

Jun 30, 2003
Appl. No.:

10/611235
Inventors:

Ching-Yung Lin - Forest Hills NY, US
Apostol Natsev - White Plains NY, US
Milind R. Naphade - Fishkill NY, US
John R. Smith - New York NY, US
Belle L. Tseng - Forest Hills NY, US
Assignee:

International Business Machines Corporation - Armonk NY
International Classification:

G06F 17/30
US Classification:

7071041, 707 3, 707 4, 707 5, 707 6, 707102
Abstract:

The present invention relates to the use of search fusion methods for querying multimedia databases and more specifically to a method and system for constructing a multi-modal query of a multimedia repository by forming multiple uni-modal searches and explicitly selecting fusion methods for combining their results. The present invention also relates to the integration of search methods for content-based retrieval, model-based retrieval, text-based retrieval, and metadata search, and the use of graphical user interfaces allowing the user to form queries fusing these search methods.