Li-Cheng Liu

VLMSNet: View Large to Measure Shape

Recent advances in single image super-resolution (SISR) have leveraged convolutional neural networks (CNNs) and vision transformers to model pixel-level statistics, often relying on increasingly complex architectures to capture spatial correlations. However, these approaches generally overlook a fundamental distinction...