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Three.js 点云第一人称漫游,碰撞检测教程

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Three.js 点云第一人称漫游,碰撞检测教程

点云第一人称漫游,碰撞检测 ·Point Cloud FPS Octree· ▶ 在线运行案例

  • 案例合集:三维可视化功能案例(threehub.cn)
  • 开源仓库github地址:https://github.com/z2586300277/three-cesium-examples
  • 400个案例代码:网盘链接

你将学到什么

  • 相机交互控制器
  • 天空盒与环境贴图
  • 点云 / 粒子 / 实例化渲染
  • requestAnimationFrame 渲染循环
  • Clock 帧间隔计时

效果说明

本案例演示点云第一人称漫游,碰撞检测效果:用 Canvas 2D 绘制内容并实时映射为 Three.js 纹理,支持鼠标拾取、绘制或拖拽交互;核心用到 THREE.Points、Canvas、Raycaster。建议先打开文首在线案例查看动态画面,再对照下方源码逐步理解。

核心概念

  • OrbitControls轨道旋转缩放;开enableDamping时每帧需controls.update()
  • CubeTexture六面贴图作scene.backgroundscene.environment供 PBR 材质反射。
  • Points大量顶点用点精灵渲染;InstancedMesh相同几何体批量绘制,降低 draw call。

实现步骤

  • 搭建 Scene / Camera / Renderer 与 OrbitControls
  • rAF 循环中 update 并 render
  • 代码要点

    import * as THREE from 'three'

    import { PointerLockControls } from 'three/examples/jsm/controls/PointerLockControls.js' import Stats from 'three/examples/jsm/libs/stats.module.js'

    const box = document.getElementById('box') box.style.position = 'relative'

    const style = document.createElement('style') style.textContent =.pc-info { position: absolute; top: 20px; left: 20px; background: rgba(0,0,0,0.7); color: #fff; padding: 10px 20px; border-radius: 8px; pointer-events: none; z-index: 100; font-size: 14px; border-left: 4px solid #ffaa00; } .pc-status { position: absolute; bottom: 30px; left: 20px; background: rgba(0,0,0,0.6); color: #0ff; padding: 8px 16px; border-radius: 20px; font-size: 14px; pointer-events: none; z-index: 100; backdrop-filter: blur(5px); border: 1px solid #00ccff; } .pc-instruction { position: absolute; bottom: 30px; right: 30px; background: rgba(30,30,30,0.85); color: #ccc; padding: 15px 25px; border-radius: 8px; font-size: 14px; line-height: 1.8; border: 1px solid #555; pointer-events: none; z-index: 100; box-shadow: 0 4px 15px rgba(0,0,0,0.5); backdrop-filter: blur(5px); } .pc-instruction kbd { background: #333; border-radius: 4px; padding: 2px 8px; color: #ffaa00; border: 1px solid #666; } .pc-warning { position: absolute; top: 50%; left: 50%; transform: translate(-50%, -50%); color: red; font-size: 24px; font-weight: bold; text-shadow: 0 0 20px rgba(255,0,0,0.8); z-index: 200; pointer-events: none; opacity: 0; transition: opacity 0.1s; background: rgba(0,0,0,0.5); padding: 10px 30px; border-radius: 50px; border: 2px solid red; } .pc-warning.show { opacity: 1; }document.head.appendChild(style)

    const info = document.createElement('div') info.className = 'pc-info' info.innerHTML = '⚡ 风力发电机扇叶内部漫游 | 点云数量:加载中...'

    const status = document.createElement('div') status.className = 'pc-status' status.innerHTML = '🟢 状态: 正常移动 | 最近距离:-m'

    const instruction = document.createElement('div') instruction.className = 'pc-instruction' instruction.innerHTML =

    🕹️ 操作说明 (八叉树碰撞优化版)
    W/A/S/D移动
    鼠标旋转视角
    Shift加速
    空格跳跃 (未实现)
    点击画面锁定鼠标
    ESC退出锁定
    ⚡ 碰撞阈值:0.20 m(基于八叉树最近点)
    V切换碰撞:
    圆形墙体仅入口可进出

    const warning = document.createElement('div') warning.className = 'pc-warning' warning.textContent = '⚠️ 碰撞阻挡'

    box.append(info, status, instruction, warning)

    const pointCountSpan = info.querySelector('#pointCount') const nearestDistSpan = status.querySelector('#nearestDist') const warningDiv = warning const collisionToggleSpan = instruction.querySelector('#collisionToggle')

    const scene = new THREE.Scene() scene.background = new THREE.Color(0x111122)

    const camera = new THREE.PerspectiveCamera(75, box.clientWidth / box.clientHeight, 0.1, 1000) camera.position.set(-1.345, 0.2, -11.57)

    const renderer = new THREE.WebGLRenderer({ antialias: true, powerPreference: 'default' }) renderer.setSize(box.clientWidth, box.clientHeight) renderer.setPixelRatio(Math.min(window.devicePixelRatio, 2)) box.appendChild(renderer.domElement)

    const stats = new Stats() stats.showPanel(0) stats.dom.style.position = 'absolute' stats.dom.style.left = '10px' stats.dom.style.top = '10px' box.appendChild(stats.dom)

    scene.add(new THREE.AmbientLight(0x404060)) const dirLight = new THREE.DirectionalLight(0xffffff, 0.8) dirLight.position.set(1, 2, 1) scene.add(dirLight)

    const starsGeo = new THREE.BufferGeometry() const starsCount = 2000 const starPositions = new Float32Array(starsCount * 3) for (let i = 0; i < starsCount * 3; i += 3) { starPositions[i] = (Math.random() - 0.5) * 200 starPositions[i + 1] = (Math.random() - 0.5) * 200 starPositions[i + 2] = (Math.random() - 0.5) * 200 } starsGeo.setAttribute('position', new THREE.BufferAttribute(starPositions, 3)) const starsMat = new THREE.PointsMaterial({ color: 0x88aaff, size: 0.1, transparent: true }) const stars = new THREE.Points(starsGeo, starsMat) scene.add(stars)

    let pointCloud = null let collisionDetector = null const clock = new THREE.Clock() const raycaster = new THREE.Raycaster() const mouse = new THREE.Vector2() const anchorSprites = []

    const moveState = { forward: false, backward: false, left: false, right: false, shift: false } const speed = 0.5 const collisionThreshold = 0.1 let collisionEnabled = true

    let wallRadius = 2.0 let wallEntranceAngle = 0.0 let wallEntranceHalfWidth = Math.PI / 10 let wallEntranceZMin = -1.0 let wallEntranceZMax = 1.0 let wallRing = null let wallDoor = null

    function createAnchorSprite(colorHex) { const canvas = document.createElement('canvas') canvas.width = 64 canvas.height = 64 const ctx = canvas.getContext('2d') ctx.fillStyle = 'rgba(0,0,0,0)' ctx.fillRect(0, 0, 64, 64) ctx.beginPath() ctx.arc(32, 32, 14, 0, Math.PI * 2) ctx.fillStyle = '#ffffff' ctx.fill() ctx.beginPath() ctx.arc(32, 32, 10, 0, Math.PI * 2) ctx.fillStyle =#${colorHex.toString(16).padStart(6, '0')}ctx.fill()

    const texture = new THREE.CanvasTexture(canvas) const material = new THREE.SpriteMaterial({ map: texture, transparent: true }) const sprite = new THREE.Sprite(material) sprite.scale.set(0.4, 0.4, 0.4) return sprite }

    function addAnchors() { anchorSprites.forEach(sprite => scene.remove(sprite)) anchorSprites.length = 0

    if (!pointCloud || !pointCloud.geometry || !pointCloud.geometry.boundingBox) return

    const bbox = pointCloud.geometry.boundingBox const center = new THREE.Vector3() bbox.getCenter(center)

    const anchors = [ { name: '入口附近', offset: new THREE.Vector3(1.0, 0.0, bbox.min.z + 0.8), color: 0x33ff88 }, { name: '中段外侧', offset: new THREE.Vector3(0.0, 1.2, center.z), color: 0xffaa00 }, { name: '叶尖区域', offset: new THREE.Vector3(-0.6, 0.2, bbox.max.z - 0.6), color: 0x66ddff } ]

    anchors.forEach(anchor => { const sprite = createAnchorSprite(anchor.color) sprite.position.copy(anchor.offset) sprite.userData = { title: anchor.name } scene.add(sprite) anchorSprites.push(sprite) }) }

    const controls = new PointerLockControls(camera, renderer.domElement) renderer.domElement.addEventListener('click', () => controls.lock()) controls.addEventListener('lock', () => { camera.position.set(-1.345, 0.2, -11.57) camera.lookAt(0, 0, 0) })

    renderer.domElement.addEventListener('click', event => { if (controls.isLocked) return const rect = renderer.domElement.getBoundingClientRect() mouse.x = ((event.clientX - rect.left) / rect.width) * 2 - 1 mouse.y = -((event.clientY - rect.top) / rect.height) * 2 + 1 raycaster.setFromCamera(mouse, camera) const hits = raycaster.intersectObjects(anchorSprites, false) if (hits.length > 0) { const title = hits[0].object.userData.title || '锚点' alert(锚点: ${title}) } })

    const keys = new Set(['KeyW', 'KeyS', 'KeyA', 'KeyD', 'ShiftLeft', 'ShiftRight', 'Space', 'ArrowUp', 'ArrowDown', 'ArrowLeft', 'ArrowRight', 'KeyV'])

    document.addEventListener('keydown', e => { switch (e.code) { case 'KeyW': moveState.forward = true; e.preventDefault(); break case 'KeyS': moveState.backward = true; e.preventDefault(); break case 'KeyA': moveState.left = true; e.preventDefault(); break case 'KeyD': moveState.right = true; e.preventDefault(); break case 'ShiftLeft': case 'ShiftRight': moveState.shift = true; e.preventDefault(); break case 'KeyV': collisionEnabled = !collisionEnabled collisionToggleSpan.innerText = collisionEnabled ? '开' : '关' e.preventDefault() break default: break } })

    document.addEventListener('keyup', e => { switch (e.code) { case 'KeyW': moveState.forward = false; e.preventDefault(); break case 'KeyS': moveState.backward = false; e.preventDefault(); break case 'KeyA': moveState.left = false; e.preventDefault(); break case 'KeyD': moveState.right = false; e.preventDefault(); break case 'ShiftLeft': case 'ShiftRight': moveState.shift = false; e.preventDefault(); break default: break } })

    window.addEventListener('keydown', e => { if (keys.has(e.code)) e.preventDefault() }, false)

    class OctreeCollisionField { constructor(positions, maxDepth = 10, minNodeSize = 0.03) { this.positions = positions this.maxDepth = maxDepth this.minNodeSize = minNodeSize

    this.bounds = new THREE.Box3() for (let i = 0; i < positions.length; i += 3) { this.bounds.expandByPoint(new THREE.Vector3(positions[i], positions[i + 1], positions[i + 2])) } this.bounds.expandByScalar(0.01)

    const indices = Array.from({ length: positions.length / 3 }, (_, i) => i) this.root = this.buildNode(this.bounds.clone(), indices, 0) this.lastNearestPoint = null }

    buildNode(box, indices, depth) { const min = box.min, max = box.max const size = max.x - min.x const node = { box, indices, children: null }

    if (depth < this.maxDepth && size > this.minNodeSize && indices.length > 50) { const center = new THREE.Vector3().copy(min).add(max).multiplyScalar(0.5) const childIndices = Array.from({ length: 8 }, () => [])

    for (let idx of indices) { const i = idx * 3 const x = this.positions[i] const y = this.positions[i + 1] const z = this.positions[i + 2]

    const cx = x < center.x ? 0 : 1 const cy = y < center.y ? 0 : 1 const cz = z < center.z ? 0 : 1 const childIndex = (cx) | (cy << 1) | (cz << 2) childIndices[childIndex].push(idx) }

    node.children = [] for (let i = 0; i < 8; i++) { if (childIndices[i].length === 0) continue const childBox = new THREE.Box3() const x0 = (i & 1) ? center.x : min.x const x1 = (i & 1) ? max.x : center.x const y0 = (i & 2) ? center.y : min.y const y1 = (i & 2) ? max.y : center.y const z0 = (i & 4) ? center.z : min.z const z1 = (i & 4) ? max.z : center.z childBox.set(new THREE.Vector3(x0, y0, z0), new THREE.Vector3(x1, y1, z1))

    const childNode = this.buildNode(childBox, childIndices[i], depth + 1) node.children.push(childNode) } if (node.children.length === 0) node.children = null } return node }

    getApproxNearestDistance(point, maxDistance = Infinity) { let bestDistSq = maxDistance * maxDistance let bestPoint = null

    if (this.lastNearestPoint) { const dx = this.lastNearestPoint.x - point.x const dy = this.lastNearestPoint.y - point.y const dz = this.lastNearestPoint.z - point.z const distSq = dxdx + dydy + dz * dz if (distSq < bestDistSq) { bestDistSq = distSq bestPoint = this.lastNearestPoint.clone() } }

    this.queryNode(this.root, point, bestDistSq, (distSq, px, py, pz) => { if (distSq < bestDistSq) { bestDistSq = distSq bestPoint = new THREE.Vector3(px, py, pz) } })

    this.lastNearestPoint = bestPoint return Math.sqrt(bestDistSq) }

    queryNode(node, point, bestDistSq, callback) { const boxDistSq = this.distanceSqToBox(point, node.box) if (boxDistSq >= bestDistSq) return

    if (node.children) { const childrenWithDist = node.children.map(child => ({ child, distSq: this.distanceSqToBox(point, child.box) })) childrenWithDist.sort((a, b) => a.distSq - b.distSq)

    for (let { child, distSq } of childrenWithDist) { if (distSq >= bestDistSq) break this.queryNode(child, point, bestDistSq, callback) } } else { for (let idx of node.indices) { const i = idx * 3 const px = this.positions[i] const py = this.positions[i + 1] const pz = this.positions[i + 2] const dx = px - point.x const dy = py - point.y const dz = pz - point.z const distSq = dxdx + dydy + dz * dz if (distSq < bestDistSq) { bestDistSq = distSq callback(distSq, px, py, pz) } } } }

    distanceSqToBox(point, box) { const p = point const min = box.min, max = box.max let dx = 0, dy = 0, dz = 0 if (p.x < min.x) dx = min.x - p.x else if (p.x > max.x) dx = p.x - max.x if (p.y < min.y) dy = min.y - p.y else if (p.y > max.y) dy = p.y - max.y if (p.z < min.z) dz = min.z - p.z else if (p.z > max.z) dz = p.z - max.z return dxdx + dydy + dz * dz } }

    const normalizeAngle = angle => { let a = angle while (a > Math.PI) a -= Math.PI * 2 while (a < -Math.PI) a += Math.PI * 2 return a }

    const isInWallEntrance = pos => { const angle = Math.atan2(pos.y, pos.x) const delta = normalizeAngle(angle - wallEntranceAngle) const inAngle = Math.abs(delta) <= wallEntranceHalfWidth const inZ = pos.z >= wallEntranceZMin && pos.z <= wallEntranceZMax return inAngle && inZ }

    const isCrossingWall = (fromPos, toPos) => { const r0 = Math.hypot(fromPos.x, fromPos.y) const r1 = Math.hypot(toPos.x, toPos.y) const outside0 = r0 > wallRadius const outside1 = r1 > wallRadius return outside0 !== outside1 }

    function updateWallVisualization() { if (wallRing) scene.remove(wallRing) if (wallDoor) scene.remove(wallDoor)

    const zMid = (wallEntranceZMin + wallEntranceZMax) * 0.5 const ringPoints = [] const segments = 128 for (let i = 0; i <= segments; i++) { const t = (i / segments)Math.PI2 ringPoints.push(new THREE.Vector3(Math.cos(t)wallRadius, Math.sin(t)wallRadius, zMid)) } const ringGeometry = new THREE.BufferGeometry().setFromPoints(ringPoints) const ringMaterial = new THREE.LineBasicMaterial({ color: 0x66ddff, transparent: true, opacity: 0.6 }) wallRing = new THREE.LineLoop(ringGeometry, ringMaterial) scene.add(wallRing)

    const doorWidth = Math.max(0.3, 2wallRadiusMath.tan(wallEntranceHalfWidth)) const doorHeight = Math.max(0.5, wallEntranceZMax - wallEntranceZMin) const doorGeometry = new THREE.PlaneGeometry(doorWidth, doorHeight) const doorMaterial = new THREE.MeshBasicMaterial({ color: 0x33ff88, transparent: true, opacity: 0.25, side: THREE.DoubleSide }) wallDoor = new THREE.Mesh(doorGeometry, doorMaterial) wallDoor.rotation.x = Math.PI / 2 wallDoor.rotation.z = wallEntranceAngle + Math.PI / 2 wallDoor.position.set( Math.cos(wallEntranceAngle) * wallRadius, Math.sin(wallEntranceAngle) * wallRadius, zMid ) scene.add(wallDoor) }

    function generateMockFanBladePoints(count = 5000000) { const positions = new Float32Array(count * 3) const colors = new Float32Array(count * 3)

    const span = 20.0 const rootZ = -2.5 const rootChord = 3.4 const tipChord = 0.85 const rootThicknessRatio = 0.14 const tipThicknessRatio = 0.055 const twistMax = 30 * Math.PI / 180 const rootRadius = 0.65 const rootLength = 2.5 const m0 = 0.02 const p0 = 0.4

    const smoothstep = (a, b, x) => { const t = Math.max(0, Math.min(1, (x - a) / (b - a))) return tt(3 - 2 * t) }

    const nacaAirfoilPoint = (x01, chord, tRatio, upper) => { const yt = 5tRatiochord * ( 0.2969 * Math.sqrt(x01) - 0.1260 * x01 - 0.3516x01x01 + 0.2843x01x01 * x01 - 0.1015x01x01x01x01 )

    let yc = 0 let dyc = 0 if (x01 < p0) { yc = m0 / (p0p0)(2p0x01 - x01x01)chord dyc = 2m0 / (p0p0) * (p0 - x01) } else { const oneMinusP = 1 - p0 yc = m0 / (oneMinusPoneMinusP)((1 - 2p0) + 2p0x01 - x01x01) * chord dyc = 2m0 / (oneMinusPoneMinusP) * (p0 - x01) }

    const theta = Math.atan(dyc) const sign = upper ? 1 : -1 const x = x01 * chord const xu = x - signytMath.sin(theta) const yu = yc + signytMath.cos(theta) return { x: xu, y: yu } }

    for (let i = 0; i < count; i++) { const s = Math.random() const z = rootZ + s * span

    const chord = rootChord + (tipChord - rootChord) * s const tRatio = rootThicknessRatio + (tipThicknessRatio - rootThicknessRatio) * s

    const sweep = Math.sin(sMath.PI)0.5 const bend = Math.sin(sMath.PI0.6) * 0.8

    const upper = Math.random() > 0.5 const x01 = Math.random()

    const air = nacaAirfoilPoint(x01, chord, tRatio, upper) const airX = air.x - 0.25 * chord const airY = air.y

    const rootBlendStart = rootLength / span * 0.4 const rootBlendEnd = rootLength / span const blend = smoothstep(rootBlendStart, rootBlendEnd, s)

    const angle = Math.random()Math.PI2 const cylR = rootRadius(1 - 0.15s / rootBlendEnd) const cylX = Math.cos(angle) * cylR const cylY = Math.sin(angle) * cylR

    let localX = cylX(1 - blend) + airXblend let localY = cylY(1 - blend) + airYblend

    const twist = s * twistMax const cosT = Math.cos(twist) const sinT = Math.sin(twist)

    const rotX = localXcosT - localYsinT const rotY = localXsinT + localYcosT

    const worldX = rotX + bend + sweep const worldY = rotY

    positions[i * 3] = worldX positions[i * 3 + 1] = worldY positions[i * 3 + 2] = z

    const shade = 0.76 + 0.18 * (1 - s) colors[i * 3] = shade colors[i * 3 + 1] = shade + 0.02 colors[i * 3 + 2] = 0.92 }

    const geometry = new THREE.BufferGeometry() geometry.setAttribute('position', new THREE.BufferAttribute(positions, 3)) geometry.setAttribute('color', new THREE.BufferAttribute(colors, 3))

    const material = new THREE.PointsMaterial({ size: 0.005, vertexColors: true, sizeAttenuation: true, blending: THREE.AdditiveBlending }) const points = new THREE.Points(geometry, material) return { points, positions } }

    function centerGeometryPositions(geometry) { geometry.computeBoundingBox() const bbox = geometry.boundingBox const center = new THREE.Vector3() bbox.getCenter(center)

    const positions = geometry.attributes.position.array for (let i = 0; i < positions.length; i += 3) { positions[i] -= center.x positions[i + 1] -= center.y positions[i + 2] -= center.z } geometry.attributes.position.needsUpdate = true geometry.computeBoundingBox() return center }

    function useMockData() { const mockPointCount = 5000000 const { points, positions } = generateMockFanBladePoints(mockPointCount) centerGeometryPositions(points.geometry) pointCloud = points scene.add(pointCloud) pointCloud.geometry.computeBoundingBox() addAnchors() pointCountSpan.innerText = mockPointCount.toLocaleString()

    collisionDetector = new OctreeCollisionField(positions, 10, 0.03)

    const bbox = new THREE.Box3().setFromBufferAttribute(points.geometry.attributes.position) const maxXY = Math.max( Math.abs(bbox.min.x), Math.abs(bbox.max.x), Math.abs(bbox.min.y), Math.abs(bbox.max.y) ) wallRadius = maxXY + 0.25 wallEntranceAngle = 0.0 wallEntranceHalfWidth = Math.PI / 8 wallEntranceZMin = bbox.min.z - 0.2 wallEntranceZMax = bbox.max.z + 0.2 updateWallVisualization()

    camera.position.set(-1.345, 0.2, -11.57) camera.lookAt(0, 0, 0) }

    useMockData()

    function animate() { requestAnimationFrame(animate) stats.begin() const delta = Math.min(clock.getDelta(), 0.1)

    if (collisionDetector && controls.isLocked) { const direction = new THREE.Vector3() controls.getDirection(direction) direction.y = 0 direction.normalize()

    const right = new THREE.Vector3().crossVectors(new THREE.Vector3(0, 1, 0), direction).normalize()

    const moveDelta = new THREE.Vector3() if (moveState.forward) moveDelta.add(direction) if (moveState.backward) moveDelta.sub(direction) if (moveState.right) moveDelta.sub(right) if (moveState.left) moveDelta.add(right)

    if (moveDelta.lengthSq() > 0) { moveDelta.normalize() let currentSpeed = speed if (moveState.shift) currentSpeed *= 2.5 moveDelta.multiplyScalar(currentSpeed * delta)

    const newPos = camera.position.clone().add(moveDelta) const wallCrossing = collisionEnabled && isCrossingWall(camera.position, newPos) const wallAllowed = !wallCrossing || isInWallEntrance(newPos)

    let pointCloudDist = Infinity if (collisionEnabled && collisionDetector) { pointCloudDist = collisionDetector.getApproxNearestDistance(newPos, collisionThreshold * 2) } const pointCloudBlocked = pointCloudDist < collisionThreshold

    nearestDistSpan.innerText = pointCloudDist.toFixed(3)

    if (wallAllowed && !pointCloudBlocked) { camera.position.copy(newPos) warningDiv.classList.remove('show') } else { warningDiv.classList.add('show') } } else if (collisionDetector) { const dist = collisionDetector.getApproxNearestDistance(camera.position, collisionThreshold * 2) nearestDistSpan.innerText = dist.toFixed(3) warningDiv.classList.remove('show') } } else if (collisionDetector) { warningDiv.classList.remove('show') const dist = collisionDetector.getApproxNearestDistance(camera.position, collisionThreshold * 2) nearestDistSpan.innerText = dist.toFixed(3) }

    stars.rotation.y += 0.0001 renderer.render(scene, camera) stats.end() }

    animate()

    window.onresize = () => { renderer.setSize(box.clientWidth, box.clientHeight) camera.aspect = box.clientWidth / box.clientHeight camera.updateProjectionMatrix() }

    完整源码:GitHub

    小结

    • 本文提供点云第一人称漫游,碰撞检测完整 Three.js 源码与在线 Demo,建议先运行案例再改 uniform/参数做二次实验
    • 更多 Three.js 实战案例见 three-cesium-examples 合集 与 GitHub 开源仓库
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