Computer Vision

First image similarity search system on multiplexed immunofluorescence (mIF) tissue images

Abdominal ultrasound recordings of the healthy human colon, analyzed with image segmentation and frequency analysis software, reveal three distinct rhythmic motor patterns at 1, 3 and 12 cycles per minute.

We apply model compression techniques such as pruning and quantization to deep learning image compression models and find that pruning affects different components of these models differently.

We propose a 2-D CNN-LSTM deep learning model that uses a MIMO radar to accurately detect, count, and classify passengers in five-seater vehicles, achieving over 95% accuracy in detecting unattended infants/children, 89% accuracy in counting passengers and identifying their seats, and 74% accuracy in classifying passengers, demonstrating its applicability in any five-seater vehicle.

In the past decade, there has been an increasing demand for in-vehicle safety sensors. In this paper, we use a multi-input multi-output …