page-dewarp-js

A JavaScript implementation of the page-dewarp library, using opencv-wasm bindings.

Automatically detects curved page boundaries, estimates 3D shape, and generates flattened output images.

Important

This repository is the result of an LLM Agent experiment. I did not write any of the code directly. Instead, I provided detailed plans describing the general approach, and asked the agent to produce a JavaScript port of the Python library, making use of benchmarking tools and architecture comparisons. After a few evenings of iteration, the results are sufficiently good. While the pre-selected difference metric thresholds were not met, the visual results are convincing.

Input	Python Output	JavaScript Output

Installation

npm install page-dewarp-js

Development Setup

For benchmarking and debugging against the Python reference implementation, it's recommended to clone both repositories side by side:

git clone https://github.com/lmmx/page-dewarp.git
git clone <this-repository-url> page-dewarp-js

This structure allows comparison tools and scripts to access both implementations:

Development/
├── page-dewarp/          # Python reference implementation
└── page-dewarp-js/       # JavaScript implementation

Basic Usage

Command Line

Process an image with default settings:

node src/cli.js path/to/image.jpg

Output will be saved as path/to/image_thresh.png.

Programmatic API

import { loadOpenCV, WarpedImage } from "page-dewarp-js";

await loadOpenCV();

const warpedImage = new WarpedImage("input.jpg");
await warpedImage.process();
warpedImage.destroy();

For advanced usage, you can also import the configuration object:

import { loadOpenCV, WarpedImage, Config, updateConfig } from "page-dewarp-js";

await loadOpenCV();

updateConfig({
  OUTPUT_ZOOM: 2.0,
  OUTPUT_DPI: 600,
});

const warpedImage = new WarpedImage("input.jpg");
await warpedImage.process();
warpedImage.destroy();

CLI Options

Debug Options

• -d, --debug-level <level> - Debug output level (0=none, 1=basic, 2=detailed)
• -o, --debug-output <mode> - Debug output mode: file, screen, or both
• --max-screen-width <px> - Maximum width for screen debug display (default: 1280)
• --max-screen-height <px> - Maximum height for screen debug display (default: 700)

Output Options

• -p, --pdf - Convert output to PDF format
• -z, --output-zoom <factor> - Output zoom factor (default: 1.0)
• --output-dpi <dpi> - Output DPI (default: 300)
• --no-binary - Skip binary thresholding on output (default: false)
• -s, --shrink <factor> - Shrink factor for remapping (default: 1)

Page Detection

• -x, --x-margin <percent> - Horizontal page margin as % of page width (default: 5)
• -y, --y-margin <percent> - Vertical page margin as % of page height (default: 5)

Text Contour Filtering

• --min-text-width <px> - Minimum text contour width (default: 15)
• --min-text-height <px> - Minimum text contour height (default: 2)
• --min-text-aspect <ratio> - Minimum text aspect ratio (default: 1.5)
• --max-text-thickness <px> - Maximum text blob thickness (default: 10)
• --adaptive-winsz <px> - Adaptive threshold window size (default: 55)

Span Assembly

• --min-span-width <px> - Minimum span width in pixels (default: 250)
• --span-spacing <px> - Pixels between span sample points (default: 20)
• --max-edge-overlap <ratio> - Maximum allowed contour overlap (default: 1.0)
• --max-edge-length <px> - Maximum distance between contours (default: 100)
• --edge-angle-cost <factor> - Cost multiplier for angle differences (default: 10)
• --max-edge-angle <degrees> - Maximum angle between contours (default: 7.5)

Optimization

• --optim-max-iter <n> - Maximum optimization iterations (default: 250)
• --optim-tol <tol> - Optimization tolerance (default: 1e-4)

Camera Model

• -f, --focal-length <px> - Camera focal length in pixels (default: 1.2 × max(width, height))

Examples

Process with debug output:

node src/cli.js -d 2 -o both example_input/book.jpg

Adjust text detection thresholds:

node src/cli.js --min-text-width 20 --max-text-thickness 12 input.jpg

Generate high-resolution output:

node src/cli.js --output-zoom 2 --output-dpi 600 input.jpg

Documentation

See the docs/ directory for detailed documentation:

• algorithms.md - Algorithm descriptions
• architecture.md - System architecture
• data_structures.md - Key data structures
• api-reference.md - API reference
• debugging.md - Debugging guide

License

See LICENSE file.