Structure learning in convolutional neural networks

A Rabinovich, V Badrinarayanan, D DeTone… - US Patent …, 2019 - Google Patents
The present disclosure provides an improved approach to implement structure learning of
neural networks by exploit ing correlations in the data/problem the networks aim to solve. A …

Iteratively applying neural networks to automatically identify pixels of salient objects portrayed in digital images

IM Pao, Z Lin, S Stuckey, J Zhang, B Leong - US Patent 11,244,195, 2022 - Google Patents
The present disclosure relates to systems, method, and computer readable media that
iteratively apply a neural network to a digital image at a reduced resolution to auto matically …

Method and system for performing segmentation of image having a sparsely distributed object

Q Song, H Chen, Y Zhou, YIN Youbing, Y Li - US Patent 10,460,447, 2019 - Google Patents
Methods and systems for segmenting images having sparsely distributed objects are
disclosed. A method may include: predicting object potential areas in the image using a …

Utilizing interactive deep learning to select objects in digital visual media

B Price, S Cohen, M Long, JH Liew - US Patent 11,568,627, 2023 - Google Patents
US11568627B2 - Utilizing interactive deep learning to select objects in digital visual media
- Google Patents US11568627B2 - Utilizing interactive deep learning to select objects in …

Secure automated teller machine (ATM) and method thereof

NMR Burri, R Nagpure - US Patent 11,100,205, 2021 - Google Patents
A system for authenticating a user at an automated teller machine (ATM) includes an ATM
and a server. The ATM captures a facial image of the user in response to a request to …

Detailed eye shape model for robust biometric applications

J Chen, G Amayeh - US Patent 10,521,661, 2019 - Google Patents
Systems and methods for robust biometric applications using a detailed eye shape model
are described. In one aspect, after receiving an eye image of an eye (eg, from an eye …

Devices, methods and systems for biometric user recognition utilizing neural networks

GR Bradski - US Patent 10,275,902, 2019 - Google Patents
(57) ABSTRACT A user identification system includes an image recognition network to
analyze image data and generate shape data based on the image data. The system also …

Utilizing interactive deep learning to select objects in digital visual media

B Price, S Cohen, N Xu - US Patent 11,314,982, 2022 - Google Patents
Abstract Systems and methods are disclosed for selecting target objects within digital
images. In particular, in one or more embodiments, the disclosed systems and methods …

Generating refined segmentation masks based on uncertain pixels

Z Liu, W Zhao, S Wang, H Qin, Y Jia… - US Patent …, 2022 - Google Patents
The present disclosure relates to systems, methods, and non-transitory computer-readable
media that generate refined segmentation masks for digital visual media items. For example …

Structure learning in convolutional neural networks

A Rabinovich, V Badrinarayanan, D DeTone… - US Patent …, 2021 - Google Patents
The present disclosure provides an improved approach to implement structure learning of
neural networks by exploit ing correlations in the data/problem the networks aim to solve. A …