15 citations · 22 across the 5 of their papers we have counts for
5 papers
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…
Non-Photorealistic Rendering of Layered Materials: A Multispectral Approach
Corey Toler-Franklin, Shashank Ranjan
We present multispectral rendering techniques for visualizing layered materials found in biological specimens. We are the first to use acquired data from the near-infrared and ultr…
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…