160 citations · 607 across the 73 of their papers we have counts for
6 papers · 1 filter
Facial Recognition with Encoded Local Projections
Dhruv Sharma, Sarim Zafar, Morteza Babaie +1
Encoded Local Projections (ELP) is a recently introduced dense sampling image descriptor which uses projections in small neighbourhoods to construct a histogram/descriptor for the…
A Dataset and Preliminary Results for Umpire Pose Detection Using SVM Classification of Deep Features
Aravind Ravi, Harshwin Venugopal, Sruthy Paul +1
In recent years, there has been increased interest in video summarization and automatic sports highlights generation. In this work, we introduce a new dataset, called SNOW, for ump…
Comparing LBP, HOG and Deep Features for Classification of Histopathology Images
Taha J. Alhindi, Shivam Kalra, Ka Hin Ng +2
Medical image analysis has become a topic under the spotlight in recent years. There is a significant progress in medical image research concerning the usage of machine learning. H…
Auto-Detection of Safety Issues in Baby Products
Graham Bleaney, Matthew Kuzyk, Julian Man +2
Every year, thousands of people receive consumer product related injuries. Research indicates that online customer reviews can be processed to autonomously identify product safety…
Deep Barcodes for Fast Retrieval of Histopathology Scans
Meghana Dinesh Kumar, Morteza Babaie, Hamid Tizhoosh
We investigate the concept of deep barcodes and propose two methods to generate them in order to expedite the process of classification and retrieval of histopathology images. Sinc…
The Effects of Image Pre- and Post-Processing, Wavelet Decomposition, and Local Binary Patterns on U-Nets for Skin Lesion Segmentation
Sara Ross-Howe, H. R. Tizhoosh
Skin cancer is a widespread, global, and potentially deadly disease, which over the last three decades has afflicted more lives in the USA than all other forms of cancer combined.…