LEARNING METHOD AND PROGRAM - PANASONIC IP CORP AMERICA

Title:

LEARNING METHOD AND PROGRAM

Document Type and Number:

WIPO Patent Application WO/2018/168539

Kind Code:

A1

Abstract:

The present invention includes: an input process for inputting a first image and a second image that constitute a moving image and are adjacent in time to a neural network, the second image lagging a prescribed time behind the first image; a learning process for causing the neural network to learn, using the first image and the second image, how to output a transformation matrix, used for all pixels in the first image, for transforming the first image to the second image; and an output process for outputting, as the result of estimation of motion between the first image and the second image, a movement amount image that represents the amount of movement until after a prescribed time of each pixel in the first image generated by the transformation matrix.

More Like This:

JP2020009382	TRAFFIC LINE ANALYZER, TRAFFIC LINE ANALYSIS PROGRAM, AND METHOD FOR ANALYZING TRAFFIC LINE
WO/2021/180295	METHODS AND APPARATUSES FOR DETECTING A CHANGE IN AN AREA OF INTEREST
JP7379268	Image processing device

Inventors:

ALLETTO STEFANO
RIGAZIO LUCA
TSUKIZAWA SOTARO (JP)

Application Number:

PCT/JP2018/008230

Publication Date:

September 20, 2018

Filing Date:

March 05, 2018

Export Citation:

Click for automatic bibliography generation Help

Assignee:

PANASONIC IP CORP AMERICA (US)

International Classes:

G06T7/254; G06T7/00

Foreign References:

JPH11283040A	1999-10-15
JPH04241077A	1992-08-28

Other References:

LONG, GUCAN ET AL.: "Learning Image Matching by Simply Watching Video", EUROPEAN CONFERENCE ON COMPUTER VISION ECCV2016, 2016, pages 434 - 450, XP047355274, DOI: doi:10.1007/978-3-319-46466-4_26
G. LONGL. KNEIPJM ALVAREZH. LIX. ZHANGQ. YU: "European Conference on Computer Vision", vol. 1, 3, 2016, SPRINGER, article "Learning image matching by simply watching video", pages: 434 - 450
M. JADERBERGK. SIMONYANA. ZISSERMAN ET AL.: "Spatial transformer networks", ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS, vol. 2, 2015, pages 2017 - 2025

Attorney, Agent or Firm:

TOKUDA Yoshiaki et al. (JP)

Download PDF:

View/Download PDF PDF Help

Previous Patent: MOBILE TERMINAL POSITION DETECTING DEVICE AND MOBILE TERMINAL POSITION DETECTING METHOD

Next Patent: TIRE MAINTENANCE SUPPORT SYSTEM, TIRE MAINTENANCE SUPPORT PROGRAM, AND TIRE MAINTENANCE SUPPORT METH...