Image Colorization
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Benchmarks
Most implemented
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks
Colorful Image Colorization
Deep Koalarization: Image Colorization using CNNs and Inception-ResNet-v2
Guided Image Generation with Conditional Invertible Neural Networks
Image Colorization with Generative Adversarial Networks
Papers
Multimodal Image Colorization: Quantifying the Impact of Text-Conditioned Guidance on Grayscale-to-Color Translation
Grayscale images are commonly found in historical photography restoration, medical imaging, and artistic media. However, automatically applying color to these images remains a significant challenge in computer vision bec…
Image ColorizationFSCM: Frequency-Enhanced Spatial-Spectral Coupled Mamba for Infrared Hyperspectral Image Colorization
Thermal infrared imaging is robust to illumination variations and smoke interference, making it important for all-weather perception. However, the lack of natural color and fine texture limits target recognition, human v…
Semantic SegmentationImage ColorizationEnhancing Visual In-Context Learning by Multi-Faceted Fusion
Visual In-Context Learning (VICL) has emerged as a powerful paradigm, enabling models to perform novel visual tasks by learning from in-context examples. The dominant "retrieve-then-prompt" approach typically relies on s…
Image ColorizationObject DetectionBeyond Single Prompts: Synergistic Fusion and Arrangement for VICL
Vision In-Context Learning (VICL) enables inpainting models to quickly adapt to new visual tasks from only a few prompts. However, existing methods suffer from two key issues: (1) selecting only the most similar prompt d…
Image ColorizationObject DetectionHistogram Assisted Quality Aware Generative Model for Resolution Invariant NIR Image Colorization
We present HAQAGen, a unified generative model for resolution-invariant NIR-to-RGB colorization that balances chromatic realism with structural fidelity. The proposed model introduces (i) a combined loss term aligning th…
Image ColorizationLoGoColor: Local-Global 3D Colorization for 360° Scenes
Single-channel 3D reconstruction is widely used in fields such as robotics and medical imaging. While these methods are good at reconstructing 3D geometry, their outputs are typically uncolored 3D models, making 3D color…
Image Colorization3D Reconstruction