SegBlocks: Block-Based Dynamic Resolution Networks for Real-Time Segmentation

Thomas Verelst, Tinne Tuytelaars

SegBlocks reduces the computational cost of existing neural networks, by dynamically adjusting the processing resolution of image regions based on their complexity. Our method spli…