AIWalker

Jun 2, 2025 · Artificial Intelligence

Multi-University Team Proposes Tree-Guided CNN for Image Super-Resolution

The paper presents a tree‑guided convolutional neural network that leverages binary‑tree structures, cosine‑based cross‑domain feature extraction, and an adaptive Nesterov momentum optimizer to enhance key layer interactions, achieving superior image super‑resolution performance as demonstrated by extensive experiments.