The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Sep. 03, 2024

Filed:

Jul. 10, 2019
Applicant:

Rail Vision Ltd, Ra'anana, IL;

Inventors:

Sagi Dolberg, Hod Hasharon, IL;

Natalie Day, Kfar Yona, IL;

Michael Levy, Modiin, IL;

Avishay Alfandary, Tel-Aviv, IL;

Avraham Ram Guissin, Beit Yanai, IL;

Sharon Bason, Rosh Haayin, IL;

Zohar Zeev Shechter, Rehovot, IL;

Shahar Hania, Kedumim, IL;

Yotam Azriel, Tel-Aviv, IL;

Assignee:

RAIL VISION LTD., Ra'anana, IL;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 3/08 (2023.01); B61L 23/04 (2006.01); G06F 18/214 (2023.01); G06N 3/04 (2023.01); G06T 7/11 (2017.01); G06V 10/764 (2022.01); G06V 20/58 (2022.01);
U.S. Cl.
CPC ...
G06N 3/08 (2013.01); B61L 23/041 (2013.01); G06F 18/214 (2023.01); G06N 3/04 (2013.01); G06T 7/11 (2017.01); G06V 10/764 (2022.01); G06V 20/58 (2022.01); G06T 2207/10048 (2013.01); G06T 2207/20081 (2013.01); G06T 2207/20084 (2013.01);
Abstract

Systems and methods for rails and obstacles detection based on forward-looking electrooptical imaging, novel system architecture and novel scene analysis and image processing are disclosed. The processing solution utilizes a deep learning semantic scene segmentation approach based on a rails and switches states detection neural network that determines the railway path of the train in the forward-looking imagery, and an objects and obstacles detection and tracking neural network that analyzes the vicinity of the determined railway path and detects impending obstacles.


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