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Image Tile Merge

Node Function: The Image Tile Merge node intelligently merges multiple image tiles back into a complete image using an advanced weight mask system and cosine function gradient algorithm, ensuring perfect seamless stitching effects in merged images.

Inputs

Parameter Name Input Selection Data Type Default Value Value Range Description
tiles Required IMAGE - - Image tile batch to be merged
tile_meta Required DICT - - Tile metadata from ImageTileSplit node
blend_strength - FLOAT 1.0 0.0-1.0 Blend strength controlling overlap area blending degree using cosine function gradient algorithm

Outputs

Output Name Data Type Description
merged_image IMAGE Complete merged image

Function Description

Core Technical Features

  • Weight Mask System: Uses weight map accumulation for perfect blending in overlap areas
  • Cosine Function Gradient: Employs mathematically smoother cosine functions for natural transition effects
  • High-Precision Calculation: Uses 64-bit floating point for accumulation, avoiding precision loss and numerical errors
  • Smart Boundary Handling: Automatically handles edge tile special cases ensuring complete coverage

Optimal Configuration Recommendations

  • Recommended Settings: blend_strength = 1.0 (default value)
  • Effect: Achieves completely seamless image stitching suitable for all types of image processing tasks

Application Scenarios

  • AI processing result merging: Merge AI-processed image tiles back into complete image
  • Super-resolution reconstruction: Merge super-resolution processed image tiles
  • Large image processing: Reconstruct large-sized images after tile processing
  • Batch image stitching: High-quality image stitching and panoramic composition
  • Lossless image reconstruction: Ensure processed images perfectly match original images