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Learning camera viewpoint using CNN to improve 3D body pose estimation
Mona Fathollahi Ghezelghieh, Rangachar Kasturi, Sudeep Sarkar
The objective of this work is to estimate 3D human pose from a single RGB image. Extracting image representations which incorporate both spatial relation of body parts and their re…
Autonomous driving challenge: To Infer the property of a dynamic object based on its motion pattern using recurrent neural network
Mona Fathollahi, Rangachar Kasturi
In autonomous driving applications a critical challenge is to identify action to take to avoid an obstacle on collision course. For example, when a heavy object is suddenly encount…
Machine-based Multimodal Pain Assessment Tool for Infants: A Review
Ghada Zamzmi, Dmitry Goldgof, Rangachar Kasturi +2
Bedside caregivers assess infants' pain at constant intervals by observing specific behavioral and physiological signs of pain. This standard has two main limitations. The first li…