Neural networks for facial modeling

J Li, X Lv, X Wang, X **ong, J Yang - US Patent 10,198,626, 2019 - Google Patents
Systems, devices, media, and methods are presented for modeling facial representations
using image segmentation with a client device. The systems and methods receive an image …

Object recognition from videos using recurrent neural networks

A Angelova, I Bogun - US Patent 10,013,640, 2018 - Google Patents
Methods, systems, and apparatus, including computer programs encoded on computer
storage media, for identifying an object from a video. One of the methods includes obtaining …

Deep multi-task learning framework for face detection, landmark localization, pose estimation, and gender recognition

R Ranjan, VM Patel, R Chellappa… - US Patent 10,860,837, 2020 - Google Patents
Various image processing may benefit from the application deep convolutional neural
networks. For example, a deep multi-task learning framework may assist face detection, for …

Systems and methods for automated object recognition

HM Jouhikainen, D Jacobs - US Patent 10,482,345, 2019 - Google Patents
A method for recognizing an object in a video stream may include receiving a video stream
from a video source, the video stream comprising a plurality of video frames. The method …

Method and apparatus for reducing computational complexity of convolutional neural networks

M El-Khamy, YJ Choi, J Lee - US Patent 11,164,071, 2021 - Google Patents
Disclosed herein is convolutional neural network (CNN) system for generating a
classification for an input image. According to an embodiment, the CNN system comprises a …

Learning apparatus, learning method, and non-transitory computer readable storage medium

R Togashi - US Patent 11,521,110, 2022 - Google Patents
According to one aspect of an embodiment a learning apparatus includes a generating unit
that generates a model. The model includes an encoder that encodes input informa tion. The …

Systems and methods for automated object recognition

HM Jouhikainen, D Jacobs - US Patent 10,936,898, 2021 - Google Patents
(57) ABSTRACT A method for recognizing an object in a video stream may include receiving
a video stream from a video source, the video stream comprising a plurality of video frames …

Facial image generating method, facial image generating apparatus, and facial image generating device

Y Liu, E Zhou - US Patent 10,832,034, 2020 - Google Patents
A facial image generating method, a facial image generating apparatus, and a facial image
generating device are proposed. The method comprises: linking an M-dimensional facial …

Method and device for Quasi-Gibbs structure sampling by deep permutation for person identity inference

X Liao, SUN **nyao, X Ren, H Wang - US Patent 10,339,408, 2019 - Google Patents
The present disclosure provides a method and device for visual appearance based person
identity inference. The method may include obtaining a plurality of input images. The input …

Deep image-to-image network learning for medical image analysis

SK Zhou, D Comaniciu, B Georgescu, Y Zheng… - US Patent …, 2021 - Google Patents
A method and apparatus for automatically performing medi cal image analysis tasks using
deep image-to-image network (DI2IN) learning. An input medical image of a patient is …