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+# Paper2Poster: Academic Poster Generation
+
+## Overview
+
+Paper2Poster automatically generates professional academic posters from research papers. The system extracts key content, designs visually appealing layouts, and creates print-ready posters suitable for conferences, symposiums, and academic presentations.
+
+## Core Capabilities
+
+### 1. Content Extraction
+- Identifies key findings and contributions
+- Extracts important figures and tables
+- Summarizes methodology
+- Highlights results and conclusions
+- Preserves citations and references
+
+### 2. Layout Design
+- Creates balanced, professional layouts
+- Optimizes content density and white space
+- Establishes clear visual hierarchy
+- Supports multiple poster sizes
+- Adapts to different content types
+
+### 3. Visual Design
+- Applies color schemes and branding
+- Optimizes typography for readability
+- Ensures figure quality and sizing
+- Creates cohesive visual identity
+- Maintains academic presentation standards
+
+## Usage
+
+### Basic Poster Generation
+
+```bash
+python pipeline_all.py \
+  --input-dir "path/to/papers" \
+  --output-dir "path/to/output" \
+  --model-choice 1 \
+  --generate-poster
+```
+
+### Custom Poster Dimensions
+
+```bash
+python pipeline_all.py \
+  --input-dir "path/to/papers" \
+  --output-dir "path/to/output" \
+  --model-choice 2 \
+  --generate-poster \
+  --poster-width-inches 60 \
+  --poster-height-inches 40
+```
+
+### Parameters
+
+**Basic Configuration:**
+- `--input-dir`: Directory containing paper files
+- `--output-dir`: Directory for generated posters
+- `--model-choice`: LLM model selection (1=GPT-4, 2=GPT-4.1)
+- `--generate-poster`: Enable poster generation
+
+**Poster Dimensions:**
+- `--poster-width-inches`: Width in inches (default: 48)
+- `--poster-height-inches`: Height in inches (default: 36)
+- `--poster-orientation`: Portrait or landscape (default: landscape)
+- `--poster-dpi`: Resolution in DPI (default: 300)
+
+**Design Options:**
+- `--poster-template`: Template style (default: modern)
+- `--color-scheme`: Color palette selection
+- `--institution-branding`: Include institution colors and logos
+- `--font-family`: Typography selection
+
+## Standard Poster Sizes
+
+### Conference Standard Sizes
+- **4' × 3'** (48" × 36"): Most common conference poster
+- **5' × 4'** (60" × 48"): Large format for major conferences
+- **3' × 4'** (36" × 48"): Portrait orientation for narrow spaces
+- **A0** (841mm × 1189mm): International standard
+- **A1** (594mm × 841mm): Compact conference poster
+
+### Custom Sizes
+The system supports any custom dimensions. Specify using:
+```bash
+--poster-width-inches [width] --poster-height-inches [height]
+```
+
+## Input Requirements
+
+### Supported Input Formats
+1. **LaTeX source** (preferred)
+   - Main `.tex` file with complete paper
+   - All figures and tables referenced
+   - Compiled successfully
+
+2. **PDF**
+   - High-quality PDF with embedded fonts
+   - Selectable text (not scanned)
+   - High-resolution figures
+
+### Required Content Elements
+- Title and authors
+- Abstract or summary
+- Methodology description
+- Key results
+- Conclusions
+- References (optional but recommended)
+
+### Recommended Assets
+- High-resolution figures (300 DPI minimum)
+- Vector graphics (PDF, SVG, EPS)
+- Institution logo
+- Author photos (optional)
+- QR codes for website/repo links
+
+## Output Structure
+
+```
+output/paper_name/poster/
+├── poster_final.pdf          # Print-ready poster
+├── poster_final.png          # High-res PNG version
+├── poster_preview.pdf        # Low-res preview
+├── poster_source/            # Source files
+│   ├── layout.pptx          # Editable PowerPoint
+│   ├── layout.svg           # Vector graphics
+│   └── layout.json          # Layout specification
+├── assets/                   # Extracted assets
+│   ├── figures/             # Poster figures
+│   ├── logos/               # Institution logos
+│   └── qrcodes/             # Generated QR codes
+└── metadata/
+    ├── design_spec.json     # Design specifications
+    └── content_map.json     # Content organization
+```
+
+## Poster Layout Sections
+
+### Standard Sections
+1. **Header**
+   - Title (large, prominent)
+   - Authors and affiliations
+   - Institution logos
+   - Conference information
+
+2. **Introduction/Background**
+   - Problem statement
+   - Research motivation
+   - Brief literature context
+
+3. **Methods**
+   - Experimental design
+   - Key procedures
+   - Important parameters
+   - Visual workflow diagram
+
+4. **Results**
+   - Key findings (largest section)
+   - Primary figures and tables
+   - Statistical summaries
+   - Visual data representations
+
+5. **Conclusions**
+   - Main takeaways
+   - Implications
+   - Future work
+
+6. **References & Contact**
+   - Selected key references
+   - Author contact information
+   - QR codes for paper/website
+   - Acknowledgments
+
+## Design Templates
+
+### Modern Template (Default)
+- Clean, minimalist design
+- Bold colors for headers
+- Ample white space
+- Modern typography
+- Focus on visual hierarchy
+
+### Academic Template
+- Traditional academic styling
+- Conservative color palette
+- Dense information layout
+- Classic serif typography
+- Standard section organization
+
+### Visual Template
+- Image-focused layout
+- Large figure displays
+- Minimal text density
+- Infographic elements
+- Story-driven flow
+
+### Technical Template
+- Equation-friendly layout
+- Code snippet support
+- Detailed methodology sections
+- Technical figure emphasis
+- Engineering/CS aesthetic
+
+## Color Schemes
+
+### Predefined Schemes
+- **Institutional**: Uses institution branding colors
+- **Professional**: Navy blue and gray palette
+- **Vibrant**: Bold, eye-catching colors
+- **Nature**: Green and earth tones
+- **Tech**: Modern blue and cyan
+- **Warm**: Orange and red accents
+- **Cool**: Blue and purple tones
+
+### Custom Color Schemes
+Specify custom colors in configuration:
+```json
+{
+  "primary": "#1E3A8A",
+  "secondary": "#3B82F6",
+  "accent": "#F59E0B",
+  "background": "#FFFFFF",
+  "text": "#1F2937"
+}
+```
+
+## Typography Options
+
+### Font Families
+- **Sans-serif** (default): Clean, modern, highly readable
+- **Serif**: Traditional academic appearance
+- **Mixed**: Serif for body, sans-serif for headers
+- **Monospace**: For code and technical content
+
+### Size Hierarchy
+- **Title**: 72-96pt
+- **Section headers**: 48-60pt
+- **Subsection headers**: 36-48pt
+- **Body text**: 24-32pt
+- **Captions**: 18-24pt
+- **References**: 16-20pt
+
+## Quality Assurance
+
+### Automated Checks
+- **Text readability**: Minimum font size verification
+- **Color contrast**: Accessibility compliance
+- **Figure quality**: Resolution and clarity checks
+- **Layout balance**: Content distribution analysis
+- **Branding consistency**: Logo and color verification
+
+### Manual Review Checklist
+1. ☐ All figures are high resolution and clear
+2. ☐ Text is readable from 3-6 feet away
+3. ☐ Color scheme is professional and consistent
+4. ☐ No text overlaps or layout issues
+5. ☐ Institution logos are correct and high quality
+6. ☐ QR codes work and link to correct URLs
+7. ☐ Author information is accurate
+8. ☐ Key findings are prominently displayed
+9. ☐ References are properly formatted
+10. ☐ File is correct size and resolution for printing
+
+## Print Preparation
+
+### File Specifications
+- **Format**: PDF/X-1a or PDF/X-4 for professional printing
+- **Resolution**: 300 DPI minimum, 600 DPI for fine details
+- **Color mode**: CMYK for print (system auto-converts from RGB)
+- **Bleed**: 0.125" bleed on all sides (automatically added)
+- **Fonts**: All fonts embedded in PDF
+
+### Printing Recommendations
+1. **Print shop**: Use professional poster printing service
+2. **Paper type**: Matte or satin finish for academic posters
+3. **Backing**: Foam core or rigid backing for stability
+4. **Protection**: Lamination optional but recommended
+5. **Test print**: Print A4/Letter size preview first
+
+### Budget Options
+- **Standard**: $50-100 for 4'×3' poster at professional shop
+- **Economy**: $20-40 for print-only (no mounting)
+- **Premium**: $150-300 for high-end materials and mounting
+- **DIY**: <$10 for multiple pages tiled and assembled
+
+## Advanced Features
+
+### QR Code Generation
+Automatically generates QR codes for:
+- Paper PDF or DOI
+- Project website
+- GitHub repository
+- Data repository
+- Author profiles (ORCID, Google Scholar)
+
+### Institution Branding
+When enabled:
+- Extracts institution from author affiliations
+- Searches for official logos (requires Google Search API)
+- Applies institution color schemes
+- Matches brand guidelines
+
+### Interactive Elements (Digital Posters)
+For digital display or virtual conferences:
+- Clickable links and references
+- Embedded videos in figures
+- Interactive data visualizations
+- Animated transitions
+
+## Best Practices
+
+### Content Optimization
+1. **Focus on key findings**: Poster should tell story at a glance
+2. **Limit text**: Use bullet points, avoid paragraphs
+3. **Prioritize visuals**: Figures should dominate the space
+4. **Clear flow**: Guide viewer through logical progression
+5. **Highlight contributions**: Make novelty obvious
+
+### Design Optimization
+1. **Use contrast**: Ensure text is easily readable
+2. **Maintain hierarchy**: Size indicates importance
+3. **Balance content**: Avoid crowding any section
+4. **Consistent styling**: Same fonts, colors throughout
+5. **White space**: Don't fill every inch
+
+### Figure Optimization
+1. **Large enough**: Minimum 6" width for main figures
+2. **High resolution**: 300 DPI minimum
+3. **Clear labels**: Axis labels, legends readable
+4. **Remove clutter**: Simplify for poster format
+5. **Use captions**: Brief, informative descriptions
+
+## Limitations
+
+- Complex equations may need manual adjustment for readability
+- Very long papers may require content prioritization
+- Custom branding requires manual specification or API access
+- Multi-language support limited to common languages
+- 3D visualizations may lose quality in 2D poster format
+
+## Integration with Other Components
+
+Combine Paper2Poster with:
+- **Paper2Web**: Use matching visual design and color scheme
+- **Paper2Video**: Create poster walk-through video
+- **AutoPR**: Generate social media graphics from poster