diff --git a/app/api/fetcher/media.ts b/app/api/fetcher/media.ts
index aae0d02..46bed87 100644
--- a/app/api/fetcher/media.ts
+++ b/app/api/fetcher/media.ts
@@ -55,3 +55,36 @@ export async function extractFirstFrame(videoBuffer: Buffer): Promise<{ buffer:
         try { await fs.unlink(outPath); } catch { }
     }
 }
+
+/**
+ * 使用 ffprobe 获取视频时长（毫秒）
+ */
+export async function getVideoDuration(videoBuffer: Buffer): Promise<number | null> {
+    const ffprobeCmd = process.env.FFPROBE_PATH || 'ffprobe';
+    const tmpDir = os.tmpdir();
+    const base = `dy_${Date.now()}_${Math.random().toString(36).slice(2, 8)}`;
+    const inPath = path.join(tmpDir, `${base}.mp4`);
+
+    try {
+        await fs.writeFile(inPath, videoBuffer);
+        const args = [
+            '-v', 'error',
+            '-show_entries', 'format=duration',
+            '-of', 'default=noprint_wrappers=1:nokey=1',
+            inPath,
+        ];
+        const { stdout } = await execFileAsync(ffprobeCmd, args, { windowsHide: true });
+        const durationSeconds = parseFloat(stdout.trim());
+        if (isNaN(durationSeconds)) return null;
+        return Math.round(durationSeconds * 1000); // 转换为毫秒
+    } catch (e: any) {
+        if (e && (e.code === 'ENOENT' || /not found|is not recognized/i.test(String(e.message)))) {
+            console.warn('系统未检测到 ffprobe，可安装并配置 PATH 或设置 FFPROBE_PATH 后启用时长提取。');
+            return null;
+        }
+        console.warn(`获取视频时长失败: ${e?.message || e}`);
+        return null;
+    } finally {
+        try { await fs.unlink(inPath); } catch { }
+    }
+}
diff --git a/app/api/fetcher/persist.ts b/app/api/fetcher/persist.ts
index 57a38b9..1c00614 100644
--- a/app/api/fetcher/persist.ts
+++ b/app/api/fetcher/persist.ts
@@ -138,7 +138,7 @@ export async function saveImagePostToDB(
     context: BrowserContext,
     aweme: DouyinImageAweme,
     commentResp: DouyinCommentResponse,
-    uploads: { images: { url: string; width?: number; height?: number, video?: string }[]; musicUrl?: string },
+    uploads: { images: { url: string; width?: number; height?: number; video?: string; duration?: number }[]; musicUrl?: string },
     rawJson?: any
 ) {
     if (!aweme?.author?.sec_uid) throw new Error('作者 sec_uid 缺失');
@@ -205,7 +205,7 @@ export async function saveImagePostToDB(
 
     // Upsert ImageFiles（按顺序）
     for (let i = 0; i < uploads.images.length; i++) {
-        const { url, width, height, video } = uploads.images[i];
+        const { url, width, height, video, duration } = uploads.images[i];
         await prisma.imageFile.upsert({
             where: { postId_order: { postId: imagePost.aweme_id, order: i } },
             create: {
@@ -215,12 +215,14 @@ export async function saveImagePostToDB(
                 width: typeof width === 'number' ? width : null,
                 height: typeof height === 'number' ? height : null,
                 animated: video || null,
+                duration: typeof duration === 'number' ? duration : null,
             },
             update: {
                 url,
                 width: typeof width === 'number' ? width : null,
                 height: typeof height === 'number' ? height : null,
                 animated: video || null,
+                duration: typeof duration === 'number' ? duration : null,
             },
         });
     }
diff --git a/app/api/fetcher/uploader.ts b/app/api/fetcher/uploader.ts
index 4aa18e6..5b8cc4e 100644
--- a/app/api/fetcher/uploader.ts
+++ b/app/api/fetcher/uploader.ts
@@ -2,6 +2,7 @@ import type { BrowserContext } from 'playwright';
 import { uploadFile, generateUniqueFileName } from '@/lib/minio';
 import { downloadBinary } from './network';
 import { pickFirstUrl } from './utils';
+import { getVideoDuration } from './media';
 
 /**
  * 下载头像并上传到 MinIO，返回外链；失败时回退为原始链接。
@@ -29,9 +30,9 @@ export async function uploadAvatarFromUrl(
 export async function handleImagePost(
     context: BrowserContext,
     aweme: DouyinImageAweme
-): Promise<{ images: { url: string; width?: number; height?: number }[]; musicUrl?: string }> {
+): Promise<{ images: { url: string; width?: number; height?: number; video?: string; duration?: number }[]; musicUrl?: string }> {
     const awemeId = aweme.aweme_id;
-    const uploadedImages: { url: string; width?: number; height?: number, video?: string }[] = [];
+    const uploadedImages: { url: string; width?: number; height?: number; video?: string; duration?: number }[] = [];
 
     // 下载图片（顺序保持）
     for (let i = 0; i < (aweme.images?.length || 0); i++) {
@@ -52,10 +53,25 @@ export async function handleImagePost(
                     const safeVideoExt = videoExt || 'mp4';
                     const videoFileName = generateUniqueFileName(`${awemeId}/${i}_animated.${safeVideoExt}`, 'douyin/images');
                     const uploadedVideo = await uploadFile(videoBuffer, videoFileName, { 'Content-Type': videoContentType });
-                    // 将动图的 video URL 也存储起来
-                    uploadedImages.push({ url: uploaded, width: img?.width, height: img?.height, video: uploadedVideo });
+                    
+                    // 获取动图时长
+                    const duration = await getVideoDuration(videoBuffer);
+                    
+                    // 将动图的 video URL 和 duration 也存储起来
+                    uploadedImages.push({ 
+                        url: uploaded, 
+                        width: img?.width, 
+                        height: img?.height, 
+                        video: uploadedVideo,
+                        duration: duration ?? undefined
+                    });
+                    
+                    if (duration) {
+                        console.log(`[image] 动图 ${i} 时长: ${duration}ms`);
+                    }
                 } catch (e) {
                     console.warn(`[image] 动图视频上传失败，跳过：`, (e as Error)?.message || e);
+                    uploadedImages.push({ url: uploaded, width: img?.width, height: img?.height });
                 }
             }
         } else {
diff --git a/app/aweme/[awemeId]/Client.tsx b/app/aweme/[awemeId]/Client.tsx
index e63ec82..4d22e44 100644
--- a/app/aweme/[awemeId]/Client.tsx
+++ b/app/aweme/[awemeId]/Client.tsx
@@ -41,7 +41,7 @@ export default function AwemeDetailClient({ data, neighbors }: AwemeDetailClient
   const backgroundCanvasRef = useRef<HTMLCanvasElement | null>(null);
 
   // 图文轮播状态
-  const images = isVideo ? [] : (data as ImageData).images;
+  const images = isVideo ? [] : (data as ImageData).images;  
   const imageCarouselState = useImageCarousel({
     images,
     isPlaying: playerState.isPlaying,
@@ -80,18 +80,43 @@ export default function AwemeDetailClient({ data, neighbors }: AwemeDetailClient
       return;
     }
     if (!images?.length) return;
-    const total = images.length;
-    const exact = ratio * total;
-    const targetIdx = Math.min(total - 1, Math.floor(exact));
-    const remainder = exact - targetIdx;
+    
+    // 计算每张图片的时长
+    const durations = images.map(img => img.duration ?? SEGMENT_MS);
+    const totalDuration = durations.reduce((sum, d) => sum + d, 0);
+    const targetTime = ratio * totalDuration;
+    
+    // 找到目标时间对应的图片索引和进度
+    let accumulatedTime = 0;
+    let targetIdx = 0;
+    let remainder = 0;
+    
+    for (let i = 0; i < images.length; i++) {
+      if (accumulatedTime + durations[i] > targetTime) {
+        targetIdx = i;
+        remainder = (targetTime - accumulatedTime) / durations[i];
+        break;
+      }
+      accumulatedTime += durations[i];
+      if (i === images.length - 1) {
+        targetIdx = i;
+        remainder = 1;
+      }
+    }
 
     imageCarouselState.idxRef.current = targetIdx;
     imageCarouselState.setIdx(targetIdx);
-    imageCarouselState.segStartRef.current = performance.now() - remainder * SEGMENT_MS;
-    playerState.setProgress((targetIdx + remainder) / total);
-
-    const el = scrollerRef.current;
-    if (el) el.scrollTo({ left: targetIdx * el.clientWidth, behavior: "smooth" });
+    imageCarouselState.segStartRef.current = performance.now() - remainder * durations[targetIdx];
+    
+    // 重新计算总进度
+    let totalProgress = 0;
+    for (let i = 0; i < targetIdx; i++) {
+      totalProgress += 1;
+    }
+    totalProgress += remainder;
+    playerState.setProgress(totalProgress / images.length);
+    
+    // 虚拟滚动不需要实际滚动 DOM
   };
 
   const togglePlay = async () => {
@@ -141,8 +166,7 @@ export default function AwemeDetailClient({ data, neighbors }: AwemeDetailClient
     imageCarouselState.idxRef.current = next;
     imageCarouselState.setIdx(next);
     imageCarouselState.segStartRef.current = performance.now();
-    const el = scrollerRef.current;
-    if (el) el.scrollTo({ left: next * el.clientWidth, behavior: "smooth" });
+    // 虚拟滚动不需要实际滚动 DOM
   };
 
   const nextImg = () => {
@@ -151,8 +175,7 @@ export default function AwemeDetailClient({ data, neighbors }: AwemeDetailClient
     imageCarouselState.idxRef.current = next;
     imageCarouselState.setIdx(next);
     imageCarouselState.segStartRef.current = performance.now();
-    const el = scrollerRef.current;
-    if (el) el.scrollTo({ left: next * el.clientWidth, behavior: "smooth" });
+    // 虚拟滚动不需要实际滚动 DOM
   };
 
   const handleDownload = () => {
diff --git a/app/aweme/[awemeId]/components/ImageCarousel.tsx b/app/aweme/[awemeId]/components/ImageCarousel.tsx
index 7ad1bc0..ef1689a 100644
--- a/app/aweme/[awemeId]/components/ImageCarousel.tsx
+++ b/app/aweme/[awemeId]/components/ImageCarousel.tsx
@@ -1,4 +1,4 @@
-import { forwardRef } from "react";
+import { forwardRef, useEffect, useRef, useState } from "react";
 import type { ImageData } from "../types";
 
 interface ImageCarouselProps {
@@ -9,29 +9,134 @@ interface ImageCarouselProps {
 
 export const ImageCarousel = forwardRef<HTMLDivElement, ImageCarouselProps>(
   ({ images, currentIndex, onTogglePlay }, ref) => {
+    const [offset, setOffset] = useState(0);
+    const [isTransitioning, setIsTransitioning] = useState(false);
+    const containerRef = useRef<HTMLDivElement>(null);
+    const videoRefs = useRef<Map<string, HTMLVideoElement>>(new Map());
+    const playedVideos = useRef<Set<string>>(new Set());
+
+    // 虚拟滚动：只渲染当前图片和前后各一张
+    const visibleIndices = (() => {
+      const indices: number[] = [];
+      if (currentIndex > 0) indices.push(currentIndex - 1);
+      indices.push(currentIndex);
+      if (currentIndex < images.length - 1) indices.push(currentIndex + 1);
+      return indices;
+    })();
+
+    // 当 currentIndex 变化时，触发滚动动画
+    useEffect(() => {
+      setIsTransitioning(true);
+      setOffset(-currentIndex * 100);
+
+      const timer = setTimeout(() => {
+        setIsTransitioning(false);
+      }, 300); // 与 CSS transition 时间匹配
+
+      return () => clearTimeout(timer);
+    }, [currentIndex]);
+
+    // 管理动图播放：进入视口时播放一次
+    useEffect(() => {
+      const currentImage = images[currentIndex];
+      if (!currentImage?.animated) return;
+
+      const videoKey = currentImage.id;
+      const videoEl = videoRefs.current.get(videoKey);
+      
+      if (videoEl) {
+        // 检查是否已经播放过
+        if (!playedVideos.current.has(videoKey)) {
+          // 重置并播放
+          videoEl.currentTime = 0;
+          videoEl.play().catch(() => {});
+          playedVideos.current.add(videoKey);
+        } else {
+          // 已播放过，重置到开头但不自动播放
+          videoEl.currentTime = 0;
+          videoEl.play().catch(() => {});
+        }
+      }
+    }, [currentIndex, images]);
+
+    // 当切换到其他图片时，清除已播放标记（切回来会重新播放）
+    useEffect(() => {
+      const currentImage = images[currentIndex];
+      if (currentImage?.animated) {
+        const videoKey = currentImage.id;
+        
+        // 清除其他视频的播放记录
+        playedVideos.current.forEach(key => {
+          if (key !== videoKey) {
+            playedVideos.current.delete(key);
+          }
+        });
+      }
+    }, [currentIndex, images]);
+
+    const handleVideoRef = (el: HTMLVideoElement | null, imageId: string) => {
+      if (el) {
+        videoRefs.current.set(imageId, el);
+      } else {
+        videoRefs.current.delete(imageId);
+      }
+    };
+
     return (
       <div
         ref={ref}
-        className="flex h-full w-full snap-x snap-mandatory overflow-x-auto overflow-y-hidden [&::-webkit-scrollbar]:hidden [-ms-overflow-style:none] [scrollbar-width:none]"
+        className="relative h-full w-full overflow-hidden"
       >
-        {images.map((img, i) => (
-          <div
-            key={img.id}
-            className="relative h-full min-w-full snap-center flex items-center justify-center bg-black/70 cursor-pointer"
-            onClick={onTogglePlay}
-          >{
-              img.animated ? <video src={img.animated} autoPlay muted playsInline className="max-w-full max-h-full object-contain" /> : <img
-                src={img.url}
-                alt={`image-${i + 1}`}
-                className="max-w-full max-h-full object-contain"
+        <div
+          ref={containerRef}
+          className="flex h-full w-full"
+          style={{
+            transform: `translateX(${offset}%)`,
+            transition: isTransitioning ? 'transform 300ms ease-out' : 'none',
+          }}
+        >
+          {visibleIndices.map((i) => {
+            const img = images[i];
+            return (
+              <div
+                key={img.id}
+                className="relative h-full min-w-full flex items-center justify-center bg-black/70 cursor-pointer"
                 style={{
-                  width: img.width ? `${img.width}px` : undefined,
-                  height: img.height ? `${img.height}px` : undefined,
+                  transform: `translateX(${i * 100}%)`,
+                  position: 'absolute',
+                  left: 0,
+                  top: 0,
+                  width: '100%',
                 }}
-              />
-            }
-          </div>
-        ))}
+                onClick={onTogglePlay}
+              >
+                {img.animated ? (
+                  <video
+                    ref={(el) => handleVideoRef(el, img.id)}
+                    src={img.animated}
+                    muted
+                    playsInline
+                    className="max-w-full max-h-full object-contain"
+                    onEnded={(e) => {
+                      // 播放结束后停留在最后一帧
+                      e.currentTarget.pause();
+                    }}
+                  />
+                ) : (
+                  <img
+                    src={img.url}
+                    alt={`image-${i + 1}`}
+                    className="max-w-full max-h-full object-contain"
+                    style={{
+                      width: img.width ? `${img.width}px` : undefined,
+                      height: img.height ? `${img.height}px` : undefined,
+                    }}
+                  />
+                )}
+              </div>
+            );
+          })}
+        </div>
       </div>
     );
   }
diff --git a/app/aweme/[awemeId]/hooks/useBackgroundCanvas.ts b/app/aweme/[awemeId]/hooks/useBackgroundCanvas.ts
index 8dadead..e442e7e 100644
--- a/app/aweme/[awemeId]/hooks/useBackgroundCanvas.ts
+++ b/app/aweme/[awemeId]/hooks/useBackgroundCanvas.ts
@@ -46,9 +46,14 @@ export function useBackgroundCanvas({
       } else {
         const scroller = scrollerRef.current;
         if (scroller) {
-          const currentImgContainer = scroller.children[idx] as HTMLElement;
-          if (currentImgContainer) {
-            sourceElement = currentImgContainer.querySelector("img");
+          // 虚拟滚动：查找所有图片容器，找到当前显示的那个
+          const containers = scroller.querySelectorAll<HTMLElement>('div[style*="translateX"]');
+          for (const container of containers) {
+            const img = container.querySelector("img, video");
+            if (img && container.style.transform.includes(`${idx * 100}%`)) {
+              sourceElement = img as HTMLImageElement | HTMLVideoElement;
+              break;
+            }
           }
         }
       }
diff --git a/app/aweme/[awemeId]/hooks/useImageCarousel.ts b/app/aweme/[awemeId]/hooks/useImageCarousel.ts
index 5816be0..ee06f72 100644
--- a/app/aweme/[awemeId]/hooks/useImageCarousel.ts
+++ b/app/aweme/[awemeId]/hooks/useImageCarousel.ts
@@ -68,8 +68,17 @@ export function useImageCarousel({
       let localIdx = idxRef.current;
 
       let elapsed = ts - start;
-      while (elapsed >= segmentMs) {
-        elapsed -= segmentMs;
+      
+      // 获取当前图片的显示时长（动图使用其 duration，静态图片使用 segmentMs）
+      const getCurrentSegmentDuration = (index: number) => {
+        const img = images[index];
+        return img?.duration ?? segmentMs;
+      };
+      
+      let currentSegmentDuration = getCurrentSegmentDuration(localIdx);
+      
+      while (elapsed >= currentSegmentDuration) {
+        elapsed -= currentSegmentDuration;
 
         if (localIdx >= images.length - 1) {
           if (loopMode === "sequential" && neighbors?.next) {
@@ -80,19 +89,28 @@ export function useImageCarousel({
         } else {
           localIdx = localIdx + 1;
         }
+        
+        // 更新下一张图片的时长
+        currentSegmentDuration = getCurrentSegmentDuration(localIdx);
       }
       segStartRef.current = ts - elapsed;
 
       if (localIdx !== idxRef.current) {
         idxRef.current = localIdx;
         setIdx(localIdx);
-        const el = scrollerRef.current;
-        if (el) el.scrollTo({ left: localIdx * el.clientWidth, behavior: "smooth" });
+        // 虚拟滚动不需要实际滚动 DOM
       }
 
-  const localSeg = Math.max(0, Math.min(1, elapsed / segmentMs));
+      const localSeg = Math.max(0, Math.min(1, elapsed / currentSegmentDuration));
       setSegProgress(localSeg);
-      setProgress((localIdx + localSeg) / images.length);
+      
+      // 计算总进度：已完成的图片 + 当前图片的进度
+      let totalProgress = 0;
+      for (let i = 0; i < localIdx; i++) {
+        totalProgress += 1;
+      }
+      totalProgress += localSeg;
+      setProgress(totalProgress / images.length);
 
       rafRef.current = requestAnimationFrame(tick);
     };
@@ -102,7 +120,7 @@ export function useImageCarousel({
       if (rafRef.current) cancelAnimationFrame(rafRef.current);
       rafRef.current = null;
     };
-  }, [images?.length, isPlaying, loopMode, neighbors?.next, router, scrollerRef, setProgress, segmentMs]);
+  }, [images, isPlaying, loopMode, neighbors?.next, router, scrollerRef, setProgress, segmentMs]);
 
   return {
     idx,
diff --git a/app/aweme/[awemeId]/types.ts b/app/aweme/[awemeId]/types.ts
index 20bc6fc..2f0982a 100644
--- a/app/aweme/[awemeId]/types.ts
+++ b/app/aweme/[awemeId]/types.ts
@@ -26,7 +26,7 @@ export type ImageData = {
   aweme_id: string;
   desc: string;
   created_at: string | Date;
-  images: { id: string; url: string; width?: number; height?: number, animated?: string }[];
+  images: { id: string; url: string; width?: number; height?: number; animated?: string; duration?: number }[];
   music_url?: string | null;
   author: User;
   comments: Comment[];
diff --git a/prisma/migrations/20251023021547_add_duration_to_image_file/migration.sql b/prisma/migrations/20251023021547_add_duration_to_image_file/migration.sql
new file mode 100644
index 0000000..a4a126f
--- /dev/null
+++ b/prisma/migrations/20251023021547_add_duration_to_image_file/migration.sql
@@ -0,0 +1,2 @@
+-- AlterTable
+ALTER TABLE "ImageFile" ADD COLUMN     "duration" INTEGER;
diff --git a/prisma/schema.prisma b/prisma/schema.prisma
index d70abbe..0fe6dc8 100644
--- a/prisma/schema.prisma
+++ b/prisma/schema.prisma
@@ -144,6 +144,7 @@ model ImageFile {
   height    Int?
 
   animated  String?   // 如果是动图，存储 video 格式的 URL
+  duration  Int?      // 动图时长（毫秒），仅当 animated 不为 null 时有值
 
   createdAt DateTime  @default(now())
   updatedAt DateTime  @updatedAt