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Pietro Perona

This inventor holds 33 USPTO granted patents and 1 published patent application, primarily in Machine Learning Imaging. Top assignees: California Institute of Technology, Aol Inc., Amazon Technologies, Inc.. Active years: 2000-2026.

USPTO Granted Patents = 33 (Patent Applications = 1)

% Patents Active = 90.9

Average Co-Inventor Count = 3.1

ph-index = 13

Forward Citations = 655(Granted Patents)

Location History:

Altadeus, CA (US) (2001)
Pasadena, CA (US) (2001 - 2022)
Altadena, CA (US) (2000 - 2023)

Company Filing History:

21 out of 4,624

California Institute of Technology

Amazon Technologies, Inc.

patents

4. 2 out of 330

Isis Innovation Limited

where one patent can have more than one assignee

Years Active: 2000-2026

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Areas of Expertise:

Machine Learning

Synthetic Image Generation

Data Annotation

Facial Recognition

3D Tracking

Object Classification

Active Learning

Confidence Thresholds

Image Recognition

Behavior Detection

Visual Computing

Handwriting Tracking

33 patents (USPTO):Sort by Forward CitationsExplore Patents

1. 12749287 - Machine learning systems for generating representations based on multiple images of an object (2026-09-29),

2. 12299896 - Synthetic image generation by manifold modification of a machine learning model (2025-05-13),

3. 11790558 - Generation of synthetic image data with varied attributes (2023-10-17),

4. 11501210 - Adjusting confidence thresholds based on review and ML outputs (2022-11-15),

5. 11449788 - Systems and methods for online annotation of source data using skill estimation (2022-09-20),

6. 11429813 - Automated model selection for network-based image recognition service (2022-08-30),

7. 11048979 - Active learning loop-based data labeling service (2021-06-29),

8. 10534960 - System and method for locating and performing fine grained classification from multi-view image data (2020-01-14),

9. 10157217 - Systems and methods for the distributed categorization of source data (2018-12-18),

10. 10121064 - Systems and methods for behavior detection using 3D tracking and machine learning (2018-11-06),

11. 9928278 - Systems and methods for distributed data annotation (2018-03-27),

12. 9898701 - Systems and methods for the determining annotator performance in the distributed annotation of source data (2018-02-20),

13. 9773160 - Using relevance feedback in face recognition (2017-09-26),

14. 9704106 - Systems and methods for labeling source data using confidence labels (2017-07-11),

15. 9355360 - Systems and methods for the determining annotator performance in the distributed annotation of source data (2016-05-31),

Title: The Innovative Contributions of Pietro Perona

Introduction: Pietro Perona is a noted inventor based in Altadena, California, with an impressive portfolio of 31 patents. His inventive work primarily focuses on advancements in the field of synthetic image data generation and machine learning applications.

Latest Patents: Among his latest innovations, Perona has developed techniques for the generation of synthetic image data with varied attributes. This process includes receiving a selection of a first image depicting an object with multiple image attributes. His methods enable the retention of specific attributes in generated images, while maximizing variations in others. Another notable patent involves adjusting confidence thresholds based on review and machine learning outputs. This involves receiving a request for content review in a particular field and utilizing a machine learning model to assess confidence in the content, allowing for iterative improvements based on reviewer feedback.

Career Highlights: Pietro Perona has made significant contributions to his field through his tenure at prestigious institutions. He has worked with the California Institute of Technology and Aol Inc., where his efforts have focused on enhancing technologies in image processing and machine learning.

Collaborations: Throughout his career, Perona has collaborated with esteemed colleagues such as Peter Welinder and Keren O Perlmutter. These partnerships have fostered a creative environment that has led to groundbreaking innovations in artificial intelligence and image analysis.

Conclusion: Pietro Perona’s work continues to push the boundaries of technology, particularly in the realms of synthetic image generation and machine learning. With a robust patent portfolio and a history of collaboration with other leading professionals, he remains a pivotal figure in the field of innovation.

Profile summary based on public USPTO records.

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