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cs.CV2024
Detect Changes like Humans: Incorporating Semantic Priors for Improved Change Detection
Yuhang Gan, Wenjie Xuan, Zhiming Luo +4
When given two similar images, humans identify their differences by comparing the appearance (e.g., color, texture) with the help of semantics (e.g., objects, relations). However,…
cs.CV2024
SAT3D: Image-driven Semantic Attribute Transfer in 3D
Zhijun Zhai, Zengmao Wang, Xiaoxiao Long +2
GAN-based image editing task aims at manipulating image attributes in the latent space of generative models. Most of the previous 2D and 3D-aware approaches mainly focus on editing…
cs.CV2024
LeMeViT: Efficient Vision Transformer with Learnable Meta Tokens for Remote Sensing Image Interpretation
Wentao Jiang, Jing Zhang, Di Wang +3
Due to spatial redundancy in remote sensing images, sparse tokens containing rich information are usually involved in self-attention (SA) to reduce the overall token numbers within…