- Armonk NY, US - Urbana IL, US Dhiraj Joshi - Ossining NY, US Minh N. Do - Champaign IL, US Rogerio Feris - Hartford CT, US Jinjun Xiong - Goldens Bridge NY, US
International Classification:
G06N 3/04 G06N 3/08 G06K 9/00
Abstract:
Techniques regarding action detection based on motion in receptive fields of a neural network model are provided. For example, one or more embodiments described herein can comprise a system, which can comprise a memory that can store computer executable components. The system can also comprise a processor, operably coupled to the memory, and that can execute the computer executable components stored in the memory. The computer executable components can comprise a motion component that can extract a motion vector from a plurality of adaptive receptive fields in a deformable convolution layer of a neural network model. The computer executable components can also comprise an action detection component that can generate a spatio-temporal feature by concatenating the motion vector with a spatial feature extracted from the deformable convolution layer.
Dr. Do graduated from the Med & Pharm Univ, Ho Chi Minh City, Vietnam (942 01 Eff 1/83) in 1979. He works in Santa Ana, CA and 1 other location and specializes in Nephrology and Internal Medicine. Dr. Do is affiliated with Fountain Valley Regional Hospital & Medical Center, Orange Coast Memorial Medical Center and St Joseph Hospital Of Orange.
Stewarts Creek Elementary School The Colony TX 1986-1990, Ethridge Elementary School The Colony TX 1990-1992, Carpenter Middle School Plano TX 1992-1995
Virginia K. Boos Elementary School Westminster CA 1987-1993, C. C. Violette Elementary School Garden Grove CA 1993-1994, Izaak Walton Intermediate School Garden Grove CA 1994-1996