Animation engineering course

Lesson 1 • The Twelve Principles of Animation

Introduces the classic principles as engineering constraints, not just artistic guidelines. Applying them produces believable, physically grounded motion.

Lesson 2 • Core Animation Terminology

Defines essential vocabulary: keyframes, interpolation, rigs, and blend shapes. Shared language enables precise communication across disciplines.

Lesson 3 • Mathematics for Animation Engineers

Covers vectors, matrices, quaternions, and trigonometry as applied to motion. These tools underpin every transformation and rotation calculation in animation systems.

Lesson 4 • Animation Pipeline Overview

Maps every stage from concept to final output, including modeling, rigging, animation, and rendering. Students understand how each stage depends on the previous one.

Lesson 1 • Skinning and Mesh Deformation

Covers linear blend skinning, dual quaternion skinning, and weight painting workflows. Proper skinning eliminates candy-wrapper and collapsing artifacts.

Lesson 2 • Control Rig Architecture

Designs animator-facing control objects layered above the skeleton. Clean control rigs accelerate animation production and reduce technical errors.

Lesson 3 • Procedural and Modular Rigging

Introduces scripted, reusable rig modules that reduce manual setup time. Modular rigs scale efficiently across large character rosters.

Lesson 4 • Forward and Inverse Kinematics

Contrasts FK pose-to-pose control with IK goal-driven solving. Students implement both solvers and choose the appropriate system per animation task.

Lesson 1 • Graph Editor Mastery

Teaches curve manipulation, tangent handles, and value editing for precise motion control. Graph editor fluency is the core technical skill of a keyframe animator.

Lesson 2 • Weight, Momentum, and Physics

Applies physical laws to keyframe decisions for mass, inertia, and drag. Physically grounded animation reads as believable without simulation.

Lesson 3 • Facial and Performance Animation

Covers lip sync, eye behaviour, and micro-expression timing for character performance. Facial animation drives emotional communication and audience engagement.

Lesson 4 • Walk and Locomotion Cycles

Breaks down bipedal and quadrupedal locomotion into contact, down, pass, and up poses. Correct weight shift and timing produce convincing, loopable cycles.

Lesson 1 • Simulation Integration and Art Direction

Combines simulation outputs with keyframe animation using layering and blending techniques. Art direction tools let animators guide simulations towards intended results.

Lesson 2 • Rigid Body Dynamics Fundamentals

Covers collision detection, mass properties, friction, and restitution for solid objects. Accurate rigid body setups reduce manual keyframing of secondary props.

Lesson 3 • Particle Systems and Effects

Builds particle emitters for fire, smoke, debris, and crowd effects. Particle systems extend animation scope beyond what keyframes can efficiently produce.

Lesson 4 • Cloth and Soft Body Simulation

Configures cloth solvers for garments and soft body solvers for organic deformation. Solver settings balance visual quality against computation time.

Lesson 1 • State Machines and Animation Graphs

Builds finite state machines that transition between animation clips based on game or application logic. State machines are the backbone of interactive character animation.

Lesson 2 • Procedural Motion Fundamentals

Defines procedural animation as rule-based motion generated from parameters and algorithms. Contrasts procedural approaches with keyframe and simulation methods.

Lesson 3 • Crowd and Agent-Based Animation

Scales animation to thousands of agents using instancing, LOD, and behavioural rules. Crowd systems balance visual fidelity with real-time performance constraints.

Lesson 4 • Inverse Kinematics at Runtime

Implements runtime IK solvers for foot planting, look-at, and reach behaviours. Runtime IK adapts pre-authored animation to dynamic environments.

Lesson 1 • Mocap Data Cleanup and Editing

Addresses gap filling, noise reduction, and trajectory smoothing in raw capture data. Clean data is the prerequisite for accurate retargeting and blending.

Lesson 2 • Mocap and Keyframe Integration

Blends captured motion with hand-keyed animation for stylised or corrected results. Hybrid workflows combine the efficiency of mocap with the expressiveness of keyframing.

Lesson 3 • On-Set Capture Workflow

Covers actor preparation, marker placement, take management, and real-time monitoring. Rigorous on-set practices minimise costly data cleanup in post.

Lesson 4 • Motion Capture Technology Overview

Surveys optical, inertial, and markerless capture systems and their trade-offs. Technology selection impacts data quality, cost, and on-set workflow.

Lesson 1 • Level of Detail for Animation

Implements skeletal LOD, animation LOD, and update-rate scaling for distant characters. LOD systems free performance budget for high-priority foreground characters.

Lesson 2 • Responsive Character Controllers

Integrates animation systems with physics-based character controllers for responsive movement. Tight animation-physics coupling produces natural, predictable character behaviour.

Lesson 3 • Performance Budgeting and Profiling

Establishes CPU and GPU animation budgets and uses profiling tools to identify bottlenecks. Budget-aware design prevents performance regressions in production.

Lesson 4 • Real-Time Engine Animation Architecture

Examines how game engines manage animation graphs, skeletal updates, and blend trees per frame. Understanding engine architecture guides efficient asset and system design.

Lesson 1 • Pipeline Architecture and Data Flow

Maps asset flow from DCC tools through version control to engine, identifying handoff points. A well-designed pipeline reduces integration errors and iteration time.

Lesson 2 • Scripting and Tool Development

Builds custom DCC scripts and pipeline tools that automate repetitive animation tasks. Tooling investment multiplies animator productivity across the full team.

Lesson 3 • Machine Learning in Animation

Surveys neural network approaches to motion synthesis, style transfer, and prediction. ML-driven systems generate novel motion beyond what authored databases contain.

Lesson 4 • Shipping and Quality Assurance

Defines QA criteria, automated testing, and final delivery standards for animation assets. Rigorous QA prevents animation bugs from reaching end users.