ChatENV fine-tunes Qwen-2.5-VL on a 177k-image dataset of temporal satellite pairs with sensor metadata to support interactive temporal and what-if reasoning for environmental monitoring.
Remote sensing image change captioning with dual-branch transformers: A new method and a large scale dataset
2 Pith papers cite this work. Polarity classification is still indexing.
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cs.CV 2years
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DVP-MVS++ combines depth-normal-edge alignment via erosion-dilation and harmonized visibility priors with geometry consistency checks to achieve state-of-the-art multi-view stereo results on ETH3D, Tanks & Temples, and Strecha.
citing papers explorer
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ChatENV: An Interactive Vision-Language Model for Sensor-Guided Environmental Monitoring and Scenario Simulation
ChatENV fine-tunes Qwen-2.5-VL on a 177k-image dataset of temporal satellite pairs with sensor metadata to support interactive temporal and what-if reasoning for environmental monitoring.
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DVP-MVS++: Synergize Depth-Normal-Edge and Harmonized Visibility Prior for Multi-View Stereo
DVP-MVS++ combines depth-normal-edge alignment via erosion-dilation and harmonized visibility priors with geometry consistency checks to achieve state-of-the-art multi-view stereo results on ETH3D, Tanks & Temples, and Strecha.