People magazine collage cover

I. Overall Objectives 1. Functional Description: Based on the character reference image uploaded by the user, extract the character's temperament, makeup style, lighting, and color characteristics to create a unique fashion portrait collage masterpiece. 2. Differentiation Requirements: Retain the facial structure and overall temperament of the reference character without directly copying the original image. Creative variations in makeup and composition should be made within the same stylistic framework. II. Input Reference Image Requirements 1. Reference Content: Clear front-facing or three-quarter side-facing portrait photos, allowing visibility of facial features, skin texture, and general lighting atmosphere. 2. Extraction Points: Extract skin tone, makeup intensity, dominant color palette, lighting direction, character temperament, and clothing color scheme from the reference image. III. Composition and Output Format 1. Main Image: Generate an extreme close-up or close-up of the character's face, with the head and shoulders occupying most of the frame. The gaze can be designed based on the original character's temperament. 2. Collage Structure: Add multiple small images on the right side or in a corner, which may include side-profile close-ups, hand close-ups, or makeup detail close-ups, creating a magazine layout feel. 3. Background Style: Keep the background clean and simple, using solid colors or subtle brightness gradients to highlight the character and makeup. IV. Text and Graphic Design 1. Title Text: Place a large magazine-style title at the top of the image, using a simple and powerful font, aligned centrally or at the top center. 2. Subtitle and Small Text: Add a few lines of small text on one side or at the bottom of the image, which may include theme words, character names, or dates, arranged neatly with uniform font size. 3. Geometric Shapes: Incorporate thin lines, narrow rectangular color blocks, or semi-transparent color blocks around the character, combined with text to enhance the sense of graphic composition. V. Style Inheritance Rules 1. Color Inheritance: The overall color tone, contrast between light and dark, and warm or cool temperament should align as closely as possible with the reference image style. The dominant color should come from the most prominent makeup or clothing color in the reference image. 2. Lighting Inheritance: Refer to the lighting direction and softness of the original image. If the original image has soft lighting, maintain a soft lighting texture. If the original image has strong contrast, retain a certain degree of sharpness. 3. Makeup Inheritance: Maintain the same style level based on the makeup characteristics of the reference image (e.g., sheer, bold, experimental, natural) and introduce detailed variations in eye makeup, blush, and lip makeup. 4. Atmosphere Inheritance: Continue the emotional atmosphere of the reference image, such as a cool, sweet, rebellious, or mysterious feel, and reflect it in the expression and posture. VI. Creative Variation Rules 1. Makeup Variations: Add localized exaggerated treatments based on the reference style, such as expanding the blush area, enhancing lip smudging, or adding freckles or highlight points. 2. Composition Variations: Adjust the facial angle, cropping range, and placement of small collage images to ensure each generation has a different composition. 3. Accessory Variations: Add simple yet design-oriented accessories to the neck, ears, or hands, echoing the dominant color palette without completely replicating the reference image. 4. Detail Gestures: Incorporate hand movements such as touching the lips, cheeks, or under the eyes to make the image more narrative and engaging. VII. Overall Texture and Post-Processing Style 1. Clarity: Maintain visible skin pores and details, avoid excessive skin smoothing, but appropriately soften non-focal areas. 2. Color Tone Processing: Ensure a unified overall color tone, moderately reduce cluttered colors, and only enhance the dominant color and a few accent colors. 3. Emotional Expression: Control the intensity of facial expressions and gaze based on the reference image's temperament, ensuring the image retains the original style while having an independent personality. Refer to the character photo uploaded by the user, automatically read the image style according to the above rules, and proceed with creation.