Adversarial attacks on black box video classifiers: Leveraging the power of geometric transformations
When compared to the image classification models, black-box adversarial attacks against
video classification models have been largely understudied. This could be possible …
video classification models have been largely understudied. This could be possible …
FetusMapV2: Enhanced fetal pose estimation in 3D ultrasound
Fetal pose estimation in 3D ultrasound (US) involves identifying a set of associated fetal
anatomical landmarks. Its primary objective is to provide comprehensive information about …
anatomical landmarks. Its primary objective is to provide comprehensive information about …
Neuromorphic system for real-time visual activity recognition
Described is a system for visual activity recognition that includes one or more processors
and a memory, the memory being a non-transitory computer-readable medium having …
and a memory, the memory being a non-transitory computer-readable medium having …
Three dimensional bounding box estimation from two dimensional images
A three dimensional bounding box is determined from a two dimensional image. A two
dimensional bounding box is calculated based on a detected object within the image. A …
dimensional bounding box is calculated based on a detected object within the image. A …
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 …
Image quality score using a deep generative machine-learning model
For image quality scoring of an image from a medical scanner, a generative model of an
expected good quality image may be created using deep machine-learning. The deviation of …
expected good quality image may be created using deep machine-learning. The deviation of …
System and method for automatically detecting a target object from a 3D image
(57) ABSTRACT A computer-implemented method for automatically detect ing a target
object from a 3D image is disclosed. The method may include receiving the 3D image …
object from a 3D image is disclosed. The method may include receiving the 3D image …
Image processing apparatus, image processing method, and non-transitory computer-readable storage medium
S Tate - US Patent 11,256,955, 2022 - Google Patents
(57) ABSTRACT A connected layer feature is generated by connecting outputs of a plurality
of layers of a hierarchical neural network obtained by processing an input image using the …
of layers of a hierarchical neural network obtained by processing an input image using the …
Learning method and learning device for adjusting parameters of CNN by using multi-scale feature maps and testing method and testing device using the same
A learning method for acquiring a bounding box corresponding to an object in a training
image from multi-scaled feature maps by using a CNN is provided. The learning method …
image from multi-scaled feature maps by using a CNN is provided. The learning method …
Implementation of MobileNet in a CNN based digital integrated circuit
L Yang, PZ Dong, JZ Dong, B Sun - US Patent 10,360,470, 2019 - Google Patents
Method and systems of replacing operations of depthwise separable filters with first and
second replacement convolutional layers are disclosed. Depthwise separable filters …
second replacement convolutional layers are disclosed. Depthwise separable filters …