IDENTITY PRESERVATION INSTRUCTION
Using the uploaded photo as reference, preserve the person's exact facial features, face shape, eye color, skin tone, and unique characteristics while transforming the image into a dignified memorial portrait. Maintain the individual's recognizable identity and likeness throughout the entire transformation process.

TRANSFORMATION DESCRIPTION
Transform the photo into a high-quality memorial portrait with a dignified, respectful aesthetic. The portrait should convey warmth, remembrance, and honor. The subject should appear serene and composed, with a gentle, natural expression that captures their essence. The overall composition should be timeless and suitable for commemorative display, using a classic portrait style that emphasizes the person's character and memory.

STYLE AND AESTHETIC PARAMETERS
- Art Style: Photorealistic portrait photography with classical elegance, reminiscent of fine art studio portraits
- Lighting Conditions: Soft, diffused studio lighting with gentle key light that creates flattering shadows and highlights facial features naturally. Subtle rim lighting to separate subject from background
- Color Palette: Warm, muted tones with soft contrast. Skin tones should appear natural and healthy. Overall mood is serene, respectful, and timeless
- Background Treatment: Clean, soft-focus background in neutral tones (light beige, soft gray, or muted cream) that doesn't distract from the subject. Background should have gentle gradient or very subtle texture
- Facial Expression: Gentle, composed expression with soft eyes. Slight natural smile or neutral expression that conveys warmth and dignity
- Attire: Classic, conservative clothing suitable for a memorial portrait (collared shirt, simple blouse, or modest attire). Colors should be muted and harmonious

TECHNICAL QUALITY PARAMETERS
- High resolution, 4K, detailed
- Sharp focus on face with natural depth of field
- Professional quality portrait photography
- Aspect ratio: 1:1 (square) or 4:5 (vertical portrait) recommended
- Natural skin texture preserved with minimal retouching
- No heavy filters or artificial enhancements

NEGATIVE PROMPT GUIDANCE
Avoid: distorted facial features, unrealistic proportions, blurry face, loss of likeness, harsh lighting, unnatural skin smoothing, exaggerated expressions, cartoonish effects, low resolution, grainy texture, artificial filters, over-saturated colors, dark or gloomy atmosphere, inappropriate attire, distracting background elements

USER CUSTOMIZATION:
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Additional Notes:
- The portrait should look like a professional studio photograph taken for commemorative purposes
- Ensure the final image maintains a balance between dignity and warmth
- The transformation should feel natural and respectful, not overly dramatic or artistic
- If the original photo has specific context (military uniform, professional attire, etc.), preserve those elements appropriately