445 citations · 1.2k across the 20 of their papers we have counts for
8 papers · 1 filter
High Order Local Directional Pattern Based Pyramidal Multi-structure for Robust Face Recognition
Almabrok Essa, Vijayan Asari
Derived from a general definition of texture in a local neighborhood, local directional pattern (LDP) encodes the directional information in the small local 3x3 neighborhood of a p…
Pyramid Point: A Multi-Level Focusing Network for Revisiting Feature Layers
Nina Varney, Vijayan K. Asari, Quinn Graehling
We present a method to learn a diverse group of object categories from an unordered point set. We propose our Pyramid Point network, which uses a dense pyramid structure instead of…
GanglionNet: Objectively Assess the Density and Distribution of Ganglion Cells With NABLA-N Network
Md Zahangir Alom, Raj P. Kapur, TJ Browen +1
Hirschsprungs disease (HD) is a birth defect which is diagnosed and managed by multiple medical specialties such as pediatric gastroenterology, surgery, radiology, and pathology. H…
COVID_MTNet: COVID-19 Detection with Multi-Task Deep Learning Approaches
Md Zahangir Alom, M M Shaifur Rahman, Mst Shamima Nasrin +2
COVID-19 is currently one the most life-threatening problems around the world. The fast and accurate detection of the COVID-19 infection is essential to identify, take better decis…
DALES: A Large-scale Aerial LiDAR Data Set for Semantic Segmentation
Nina Varney, Vijayan K. Asari, Quinn Graehling
We present the Dayton Annotated LiDAR Earth Scan (DALES) data set, a new large-scale aerial LiDAR data set with over a half-billion hand-labeled points spanning 10 square kilometer…
Event Probability Mask (EPM) and Event Denoising Convolutional Neural Network (EDnCNN) for Neuromorphic Cameras
R. Wes Baldwin, Mohammed Almatrafi, Vijayan Asari +1
This paper presents a novel method for labeling real-world neuromorphic camera sensor data by calculating the likelihood of generating an event at each pixel within a short time wi…