15 citations · 22 across the 5 of their papers we have counts for
4 papers · 1 filter
Unified Local and Global Attention Interaction Modeling for Vision Transformers
Tan Nguyen, Coy D. Heldermon, Corey Toler-Franklin
We present a novel method that extends the self-attention mechanism of a vision transformer (ViT) for more accurate object detection across diverse datasets. ViTs show strong capab…
CNN-Based Action Recognition and Pose Estimation for Classifying Animal Behavior from Videos: A Survey
Michael Perez, Corey Toler-Franklin
Classifying the behavior of humans or animals from videos is important in biomedical fields for understanding brain function and response to stimuli. Action recognition, classifyin…
3-D Material Style Transfer for Reconstructing Unknown Appearance in Complex Natural Materials
Shashank Ranjan, Corey Toler-Franklin
We propose a 3-D material style transfer framework for reconstructing invisible (or faded) appearance properties in complex natural materials. Our algorithm addresses the technical…
Multiscale Detection of Cancerous Tissue in High Resolution Slide Scans
Qingchao Zhang, Coy D. Heldermon, Corey Toler-Franklin
We present an algorithm for multi-scale tumor (chimeric cell) detection in high resolution slide scans. The broad range of tumor sizes in our dataset pose a challenge for current C…