Innovative Multimodal Fusion Technologies

We specialize in advanced imaging and data augmentation techniques, offering solutions like hyperspectral imaging and meta-learning for diverse applications in restoration and archiving.

A monochromatic image features an architectural corridor with a series of ornate arches supported by columns. People are walking and interacting within this space, which has a traditional and historical design. The light creates shadows, adding depth to the scene.
A monochromatic image features an architectural corridor with a series of ornate arches supported by columns. People are walking and interacting within this space, which has a traditional and historical design. The light creates shadows, adding depth to the scene.

Advanced Imaging Solutions

We provide cutting-edge multimodal fusion services, including hyperspectral imaging and advanced data augmentation techniques.

Innovative Data Augmentation

Utilizing physically-based rendering and style transfer for enhanced cross-device harmonization and few-shot learning scenarios.

A digital camera with a lens mounted on a tripod against a background of vibrant, swirling light trails. The lights form dynamic patterns in shades of pink, purple, and hints of blue.
A digital camera with a lens mounted on a tripod against a background of vibrant, swirling light trails. The lights form dynamic patterns in shades of pink, purple, and hints of blue.
Core Network Design

Our dual-branch U-Net architecture and differentiable physics layers optimize performance across different spectral ranges.

We ensure robust validation through known stratigraphy tests and synchrotron FTIR cross-validation for reliable results.

Comprehensive Validation Methods
A digital camera mounted on a gimbal sits on a surface with a blurred outdoor background. The camera is equipped with a lens, and various controls and buttons are visible. The scene has a monochromatic tone with selective color in some details.
A digital camera mounted on a gimbal sits on a surface with a blurred outdoor background. The camera is equipped with a lens, and various controls and buttons are visible. The scene has a monochromatic tone with selective color in some details.
A large collection of colorful film canisters is densely arranged, with labels like Kodak, Fujicolor, and others visible on the spools. The canisters are in various colors, including yellow, red, blue, green, and black, creating a vibrant mosaic.
A large collection of colorful film canisters is densely arranged, with labels like Kodak, Fujicolor, and others visible on the spools. The canisters are in various colors, including yellow, red, blue, green, and black, creating a vibrant mosaic.

Fusion Imaging

Advanced technologies for multimodal data integration and analysis.

A digital camera setup is displayed against a warm, reddish-brown wooden backdrop. The camera appears to be mounted on a rig with multiple components, including a monitor and control buttons that are visible on the right side. The lighting casts a soft red glow over the entire scene, enhancing the wood grain texture.
A digital camera setup is displayed against a warm, reddish-brown wooden backdrop. The camera appears to be mounted on a rig with multiple components, including a monitor and control buttons that are visible on the right side. The lighting casts a soft red glow over the entire scene, enhancing the wood grain texture.
API Integration

Seamlessly connect services for enhanced project development workflows.

A strip of film negative with three visible frames, showing inverted colors typical of photographic negatives. The film is labeled as Kodak 200-8 and appears to be placed against a light source, highlighting its orangish hue. Details within the frames are indistinct due to the negative format, but it includes scenes with people and possibly architectural elements.
A strip of film negative with three visible frames, showing inverted colors typical of photographic negatives. The film is labeled as Kodak 200-8 and appears to be placed against a light source, highlighting its orangish hue. Details within the frames are indistinct due to the negative format, but it includes scenes with people and possibly architectural elements.
A vintage black Minolta HI-MATIC F camera is positioned above a red container holding several film canisters. The background consists of pages with text, giving the image a nostalgic and vintage feel.
A vintage black Minolta HI-MATIC F camera is positioned above a red container holding several film canisters. The background consists of pages with text, giving the image a nostalgic and vintage feel.
A silver Canon PowerShot S45 camera is positioned horizontally, with several colorful rolls of tape placed on either side of the camera. The tapes are arranged in an orderly fashion with the colors including green, blue, purple, red, orange, and yellow. The tapes provide a vibrant contrast to the metallic finish of the camera.
A silver Canon PowerShot S45 camera is positioned horizontally, with several colorful rolls of tape placed on either side of the camera. The tapes are arranged in an orderly fashion with the colors including green, blue, purple, red, orange, and yellow. The tapes provide a vibrant contrast to the metallic finish of the camera.
Digital Archiving

Preserving cultural heritage through innovative digital restoration techniques.

Innovation

Advanced imaging and data augmentation solutions.

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