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Reference image defines characters, background, and other elements. Size needs to be ≥300px, aspect ratio 2:5–5:2.
Kling Motion Control — Copy Any Movement to Any Character
Standard image-to-video tools guess how a character should move. Kling motion control eliminates guesswork — it copies the exact motion from a reference video and applies it to your character image, frame by frame. Available here with Kling 2.6 Motion Control and Kling 3.0 Motion Control, this AI motion transfer technology extracts body position, limb trajectories, hand gestures, and timing from 3–30 seconds of reference footage, then synthesizes a new video where your character reproduces those precise movements. Benchmarks show Kling motion control achieves a 404% higher motion-following win rate compared to competing motion transfer models. Output at 720p or 1080p, with maximum duration of 10 seconds in image orientation or 30 seconds in video orientation.
What Is Kling Motion Control?
Kling motion control is a specialized AI video generation feature developed by Kuaishou that performs precise motion transfer from a reference video to a static image, available here with Kling 2.6 Motion Control and Kling 3.0 Motion Control. While image-to-video generators predict movement based on text prompts, motion control takes a fundamentally different approach: it analyzes your reference video frame by frame, extracts skeletal motion data — including joint angles, limb velocities, center-of-gravity shifts, and finger positions — then maps those exact trajectories onto your uploaded character image.
This extraction-and-mapping pipeline is what separates Kling motion control from prompt-based video generation. When you tell an image-to-video tool to 'make the character dance,' the AI invents choreography. When you use motion control, you supply a dance video, and the AI replicates that specific choreography on your character. The result is deterministic motion — the same reference video always produces the same movement pattern, making the output reproducible and directable. Input requirements are straightforward: a JPG or PNG image (minimum 300 pixels, 2:5 to 5:2 aspect ratio, under 10 MB) and an MP4 or MOV reference video (3–30 seconds, under 50 MB).
Kling Motion Control Features
Frame-level motion extraction from reference video, applied to any character image you upload.
Full-Body Skeletal Synchronization
Kling motion control extracts movement across the entire skeletal chain — head tilt, shoulder rotation, torso twist, hip movement, knee bend, and ankle placement. Walking, running, jumping, flips, martial arts, and multi-step choreography transfer with frame-level accuracy, maintaining the original timing and rhythm of the source performance. The model understands weight transfer and momentum, so movements reflect realistic physical impact.
Hand and Finger Precision
Individual finger tracking captures gestures, sign language, instrument playing, and expressive hand movements. The dedicated hand model resolves each finger joint independently, reducing the 'melted hands' artifact common in other AI video generators. Best results come from reference videos where hands are clearly visible and not occluded by clothing or other objects.
Up to 30 Seconds Per Generation
Video orientation mode supports reference clips up to 30 seconds — among the longest single-generation outputs in AI video. Image orientation mode caps at 10 seconds but preserves the character's original facing direction. Both modes use the same motion extraction pipeline; the difference is whether the output character rotates to follow the reference performer's direction.
720p and 1080p Output
Standard mode renders at 720p — suitable for rapid iteration and testing. HD mode renders at 1080p — producing sharper details better suited for final production and client delivery. Both resolutions use identical motion transfer accuracy; the difference is output sharpness and file size.
Text Prompt for Scene Control
Motion comes from the reference video, but everything else — background, lighting, clothing style, camera angle — responds to your text prompt (up to 2,500 characters). This separation of motion source and scene description gives precise control: the character moves exactly as the reference dictates while inhabiting the environment you describe in text.
Image vs. Video Orientation
Image orientation keeps the character facing the same direction as your uploaded image, regardless of how the reference performer turns. Maximum duration is 10 seconds. Video orientation allows the character to rotate and face directions matching the reference video, supporting up to 30 seconds. Choose based on whether the original character pose matters more than the reference movement direction.
How to Use Kling AI Motion Control
Upload an image, add a reference video, and generate motion-controlled output in minutes.
Upload Your Character Image
Select a JPG or PNG image of your character, illustration, or subject. The image must be at least 300 pixels on each side, with an aspect ratio between 2:5 and 5:2, and no larger than 10 MB. Full-body images with clear outlines and simple backgrounds produce the best motion transfer results.
Add a Reference Motion Video
Upload an MP4 or MOV file showing the movement you want to transfer. The video must be 3–30 seconds long and under 50 MB. Single-person footage with continuous motion and a stable camera yields the most accurate skeletal extraction. Select video orientation for full 30-second support or image orientation for 10-second clips.
Generate and Download
Choose 720p Standard or 1080p HD, add an optional text prompt to describe the scene and style, then start generation. Processing typically takes 2–15 minutes depending on duration and resolution. Download the completed MP4 when the status indicator shows complete.
Motion Control Use Cases
From dance challenges to product showcases, Kling motion control turns reference footage into character-driven video.
Dance Challenge Replication
Copy trending choreography to any character
Record or download a dance challenge video, upload your brand mascot or AI-generated character, and generate a video where your character performs that exact choreography. Kling motion control captures arm positions, footwork patterns, hip movements, and rhythm timing from the reference dancer, producing social-ready content without hiring a performer or learning the dance yourself.
Animated Movie and Game Posters
Turn static artwork into looping motion
Feed a subtle movement reference — a slow head turn, a breathing cycle, a cloak flutter — to your poster artwork. The output is a 5–10 second loop suitable for digital billboards, Steam store pages, or social media headers. Use image orientation to preserve the original composition while adding just enough motion to catch the viewer's eye.
Virtual Influencer and IP Animation
Give illustrated characters human body language
Virtual streamers, webcomic characters, and brand mascots gain realistic body language without 3D rigging or manual keyframing. Upload a character sheet or single illustration, pair it with a reference performance video, and generate motion-controlled clips at 720p for iteration or 1080p for final delivery. Consistent character appearance across clips maintains IP identity.
Wearable and Equipment Showcases
Demonstrate products with controlled motion
Show clothing fit during walking or running, demonstrate fitness equipment form, or display accessories in motion — all from a single product photo. Use a reference video of the intended movement pattern, and Kling motion control applies that motion to the product image. The 1080p output is detailed enough for e-commerce listing videos.
Fitness and Tutorial Demonstrations
Replicate exact exercise form frame by frame
Yoga poses, physical therapy exercises, martial arts kata, and gym form demonstrations all require precise movement reproduction. Record the correct form once as a reference video, then generate instructional clips featuring different characters or contexts — keeping the movement identical across every version. Hand control captures grip positions for weightlifting and equipment handling.
Brand Character Trend Participation
Join viral trends without a film crew
When a movement trend goes viral, capture or download the reference motion and apply it to your brand character within minutes. Kling motion control outputs 720p video suitable for TikTok, Instagram Reels, and YouTube Shorts. A 5-second trend video generates in minutes — faster than coordinating a live shoot.
Kling Motion Control Best Practices
Image Selection Tips
- Full-body shots transfer motion more accurately than cropped portraits — scale mismatches cause warping
- Simple or solid-color backgrounds reduce visual artifacts around character edges during synthesis
- Front-facing or three-quarter poses adapt to the widest range of reference motions across orientation modes
- Resolution above 1024px gives the Kling 2.6 model more pixel detail to preserve during motion transfer
Reference Video Tips
- Single-person footage avoids motion confusion — multi-person scenes confuse the skeletal tracker
- Locked or slowly panning cameras produce cleaner extraction than handheld or shaky footage
- Continuous motion without jump cuts lets the model build a consistent motion timeline across all frames
- Moderate-speed movements extract better than extremely fast actions — avoid abrupt direction changes
Kling Motion Control Technical Specifications
Input Requirements
- Character image: JPG or PNG, minimum 300px per side, 2:5–5:2 aspect ratio, max 10 MB
- Reference video: MP4 or MOV, 3–30 seconds, max 50 MB
- Text prompt (optional): up to 2,500 characters for scene and style control
- Orientation modes: Image (up to 10s output) or Video (up to 30s output)
Output Specifications
- Resolution: 720p Standard or 1080p HD
- Max duration: 10 seconds (image orientation) or 30 seconds (video orientation)
- Format: MP4 video file
- Typical processing time: 2–15 minutes depending on length and resolution
Related AI Video Tools
Kling Motion Control FAQ
Answers to common questions about AI motion transfer, reference footage, and motion-controlled video generation.
Any Motion, Any Character, One Upload
Upload a character image and a reference video, then Kling motion control applies those exact movements to your character. 720p for rapid iteration, 1080p for production-grade delivery. Up to 30 seconds per generation in video orientation mode.