Method and system for detection and classification of cells using convolutional neural networks
BACKGROUND OF THE INVENTION unclear boundaries and occlusion. Cell classification
classi fies each of the segmented cells to one of a number of Field of the Invention …
classi fies each of the segmented cells to one of a number of Field of the Invention …
Object recognition method and apparatus based on weakly supervised learning
Provided are an object recognition method and apparatus which determine an object of
interest included in a recognition target image using a trained machine learning model and …
interest included in a recognition target image using a trained machine learning model and …
Object detection using image classification models
M Price, J Hoover, G Dagley, S Wylie… - US Patent 10,671,886, 2020 - Google Patents
In one aspect, the present disclosure relates to a method for or performing single-pass
object detection and image classification. The method comprises receiving image data for …
object detection and image classification. The method comprises receiving image data for …
Generating image segmentation data using a multi-branch neural network
J Zhang - US Patent 10,614,574, 2020 - Google Patents
(57) ABSTRACT A multi-branch neural network generates segmentation data for a received
image. The received image is provided to a high-level branch and a low-level branch. Based …
image. The received image is provided to a high-level branch and a low-level branch. Based …
System and method for expanding and training convolutional neural networks for large size input images
According to exemplary methods of training a convolutional neural network, input images
are received into a computerized device having an image processor. The image processor …
are received into a computerized device having an image processor. The image processor …
Image analysis method, image analysis apparatus, and image analysis program for analyzing cell with deep learning algorithm
Y Sasagawa, Y Miyamoto, K Hakamada… - US Patent …, 2021 - Google Patents
An image analysis method according one or more embodi ments may analyze a form of a
cell using a deep learning algorithm with a structure of a neural network. The image analysis …
cell using a deep learning algorithm with a structure of a neural network. The image analysis …
Object detection using image classification models
M Price, J Hoover, G Dagley, S Wylie… - US Patent 10,223,611, 2019 - Google Patents
5 In some embodiments, generating the general activation Machine learning (ML) can be
applied to various com-map comprises generating the general activation map with puter …
applied to various com-map comprises generating the general activation map with puter …
Method and apparatus for displaying business object in video image and electronic device
SHI Jian**, Q Luan, Q Xu, L Wang - US Patent 11,037,348, 2021 - Google Patents
Embodiments of the present disclosure provide a method and an apparatus for displaying a
business object in a video image and an electronic device. The method for displaying a …
business object in a video image and an electronic device. The method for displaying a …
Using masks to improve classification performance of convolutional neural networks with applications to cancer-cell screening
X He, L Wang - US Patent 10,354,122, 2019 - Google Patents
In cancer-cell screening, a patient's cells are classified by a convolutional neural network
(CNN) to identify abnormal cells. In one approach, a mask having a center more transparent …
(CNN) to identify abnormal cells. In one approach, a mask having a center more transparent …
Processing cell images using neural networks
Methods, systems, and apparatus, including computer programs encoded on computer
storage media, for processing cell images using neural networks. One of the methods …
storage media, for processing cell images using neural networks. One of the methods …