diff --git a/CloudView/Inc/PointCloudConverter.h b/CloudView/Inc/PointCloudConverter.h
index 04b609e..6925a45 100644
--- a/CloudView/Inc/PointCloudConverter.h
+++ b/CloudView/Inc/PointCloudConverter.h
@@ -74,6 +74,12 @@ public:
     int loadFromPcd(const std::string& fileName, PointCloudXYZ& cloud);
     int loadFromPcd(const std::string& fileName, PointCloudXYZRGB& cloud);
 
+    /**
+     * @brief 从 ply 文件加载点云（支持 ASCII / Binary Little-Endian / Binary Big-Endian）
+     */
+    int loadFromPly(const std::string& fileName, PointCloudXYZ& cloud);
+    int loadFromPly(const std::string& fileName, PointCloudXYZRGB& cloud);
+
     /**
      * @brief 根据文件扩展名自动选择加载方式
      */
@@ -141,6 +147,48 @@ private:
 
     bool parsePcdHeader(std::ifstream& file, PcdHeader& header);
 
+    /**
+     * @brief PLY 属性描述
+     */
+    struct PlyProperty
+    {
+        std::string name;           // 属性名 (x, y, z, red, green, blue, alpha, nx, ny, nz ...)
+        std::string type;           // 数据类型 (float, double, uchar, int, short ...)
+        int byteSize = 0;          // 字节数
+        bool isList = false;       // 是否是 list 类型（如 face 的 vertex_indices）
+        std::string listCountType; // list 的计数类型
+        std::string listValueType; // list 的值类型
+    };
+
+    /**
+     * @brief PLY 元素描述
+     */
+    struct PlyElement
+    {
+        std::string name;                    // 元素名 (vertex, face ...)
+        int count = 0;                       // 元素数量
+        std::vector<PlyProperty> properties;
+    };
+
+    /**
+     * @brief PLY 文件头
+     */
+    struct PlyHeader
+    {
+        enum Format { ASCII, BINARY_LE, BINARY_BE };
+        Format format = ASCII;
+        std::vector<PlyElement> elements;
+        int vertexElementIndex = -1;         // vertex 元素在 elements 中的索引
+    };
+
+    bool parsePlyHeader(std::ifstream& file, PlyHeader& header);
+    int getPlyTypeByteSize(const std::string& type);
+
+    /**
+     * @brief 计算 PLY 元素中一个非 list 记录的总字节数
+     */
+    int calcPlyElementStride(const PlyElement& element);
+
     std::string m_lastError;
     size_t m_loadedPointCount;
     int m_loadedLineCount;
diff --git a/CloudView/Src/CloudViewMainWindow.cpp b/CloudView/Src/CloudViewMainWindow.cpp
index bfd3786..73fe5ed 100644
--- a/CloudView/Src/CloudViewMainWindow.cpp
+++ b/CloudView/Src/CloudViewMainWindow.cpp
@@ -759,7 +759,7 @@ void CloudViewMainWindow::onOpenFile()
         this,
         "打开文件",
         QString(),
-        "所有支持格式 (*.pcd *.txt);;PCD 文件 (*.pcd);;TXT 文件 (*.txt);;所有文件 (*.*)"
+        "所有支持格式 (*.pcd *.ply *.txt);;PCD 文件 (*.pcd);;PLY 文件 (*.ply);;TXT 文件 (*.txt);;所有文件 (*.*)"
     );
 
     if (fileName.isEmpty()) {
@@ -806,8 +806,8 @@ bool CloudViewMainWindow::loadPointCloudFile(const QString& fileName)
     // 根据是否有颜色选择显示方式
     bool hadColor = m_converter->lastLoadHadColor();
 
-    if (ext == "pcd") {
-        // PCD 文件始终走 XYZRGB 路径，避免被颜色轮换表染成蓝色等
+    if (ext == "pcd" || ext == "ply") {
+        // PCD/PLY 文件始终走 XYZRGB 路径，避免被颜色轮换表染成蓝色等
         if (!hadColor) {
             // 无 rgb 字段：默认灰色显示
             for (size_t i = 0; i < rgbCloud.points.size(); ++i) {
@@ -817,7 +817,7 @@ bool CloudViewMainWindow::loadPointCloudFile(const QString& fileName)
             }
         }
         m_glWidget->addPointCloud(rgbCloud, cloudName);
-        LOG_INFO("[CloudView] PCD loaded with XYZRGB path (hasRgbField=%d), points: %zu\n",
+        LOG_INFO("[CloudView] PCD/PLY loaded with XYZRGB path (hasRgbField=%d), points: %zu\n",
                  m_converter->lastLoadHadColor(), rgbCloud.size());
     } else if (hadColor) {
         m_glWidget->addPointCloud(rgbCloud, cloudName);
diff --git a/CloudView/Src/PointCloudConverter.cpp b/CloudView/Src/PointCloudConverter.cpp
index 8659e38..ad3ab06 100644
--- a/CloudView/Src/PointCloudConverter.cpp
+++ b/CloudView/Src/PointCloudConverter.cpp
@@ -445,6 +445,8 @@ int PointCloudConverter::loadFromFile(const std::string& fileName, PointCloudXYZ
         return loadFromPcd(fileName, cloud);
     } else if (ext == "txt") {
         return loadFromTxt(fileName, cloud);
+    } else if (ext == "ply") {
+        return loadFromPly(fileName, cloud);
     } else {
         m_lastError = "不支持的文件格式: " + ext;
         return -1;
@@ -459,6 +461,8 @@ int PointCloudConverter::loadFromFile(const std::string& fileName, PointCloudXYZ
         return loadFromPcd(fileName, cloud);
     } else if (ext == "txt") {
         return loadFromTxt(fileName, cloud);
+    } else if (ext == "ply") {
+        return loadFromPly(fileName, cloud);
     } else {
         m_lastError = "不支持的文件格式: " + ext;
         return -1;
@@ -513,6 +517,507 @@ int PointCloudConverter::saveToTxt(const std::string& fileName, const PointCloud
     return 0;
 }
 
+int PointCloudConverter::getPlyTypeByteSize(const std::string& type)
+{
+    if (type == "char" || type == "int8")    return 1;
+    if (type == "uchar" || type == "uint8")  return 1;
+    if (type == "short" || type == "int16")  return 2;
+    if (type == "ushort" || type == "uint16") return 2;
+    if (type == "int" || type == "int32")    return 4;
+    if (type == "uint" || type == "uint32")  return 4;
+    if (type == "float" || type == "float32") return 4;
+    if (type == "double" || type == "float64") return 8;
+    return 0;
+}
+
+int PointCloudConverter::calcPlyElementStride(const PlyElement& element)
+{
+    int stride = 0;
+    for (const auto& prop : element.properties) {
+        if (prop.isList) return -1;  // list 类型无法计算固定 stride
+        stride += prop.byteSize;
+    }
+    return stride;
+}
+
+bool PointCloudConverter::parsePlyHeader(std::ifstream& file, PlyHeader& header)
+{
+    std::string line;
+
+    // 第一行必须是 "ply"
+    if (!std::getline(file, line)) return false;
+    // 去除行尾可能的 \r
+    if (!line.empty() && line.back() == '\r') line.pop_back();
+    if (line != "ply") return false;
+
+    PlyElement* currentElement = nullptr;
+
+    while (std::getline(file, line)) {
+        // 去除行尾 \r
+        if (!line.empty() && line.back() == '\r') line.pop_back();
+        if (line.empty()) continue;
+
+        std::istringstream iss(line);
+        std::string keyword;
+        iss >> keyword;
+
+        if (keyword == "format") {
+            std::string fmt;
+            iss >> fmt;
+            if (fmt == "ascii")                   header.format = PlyHeader::ASCII;
+            else if (fmt == "binary_little_endian") header.format = PlyHeader::BINARY_LE;
+            else if (fmt == "binary_big_endian")    header.format = PlyHeader::BINARY_BE;
+            else return false;
+        } else if (keyword == "comment" || keyword == "obj_info") {
+            // 跳过注释
+        } else if (keyword == "element") {
+            PlyElement elem;
+            iss >> elem.name >> elem.count;
+            header.elements.push_back(elem);
+            currentElement = &header.elements.back();
+            if (elem.name == "vertex") {
+                header.vertexElementIndex = static_cast<int>(header.elements.size()) - 1;
+            }
+        } else if (keyword == "property") {
+            if (!currentElement) return false;
+            std::string secondToken;
+            iss >> secondToken;
+
+            PlyProperty prop;
+            if (secondToken == "list") {
+                // property list <count_type> <value_type> <name>
+                prop.isList = true;
+                iss >> prop.listCountType >> prop.listValueType >> prop.name;
+                prop.byteSize = 0;  // list 类型没有固定大小
+            } else {
+                // property <type> <name>
+                prop.type = secondToken;
+                iss >> prop.name;
+                prop.byteSize = getPlyTypeByteSize(prop.type);
+                prop.isList = false;
+            }
+            currentElement->properties.push_back(prop);
+        } else if (keyword == "end_header") {
+            return true;
+        }
+    }
+    return false;
+}
+
+/**
+ * @brief 从二进制缓冲区读取指定 PLY 类型的值并转为 float
+ */
+static float readPlyValueAsFloat(const char* data, const std::string& type, bool swapEndian)
+{
+    if (type == "float" || type == "float32") {
+        float v;
+        memcpy(&v, data, sizeof(float));
+        if (swapEndian) {
+            char* p = reinterpret_cast<char*>(&v);
+            std::swap(p[0], p[3]);
+            std::swap(p[1], p[2]);
+        }
+        return v;
+    } else if (type == "double" || type == "float64") {
+        double v;
+        memcpy(&v, data, sizeof(double));
+        if (swapEndian) {
+            char* p = reinterpret_cast<char*>(&v);
+            std::swap(p[0], p[7]);
+            std::swap(p[1], p[6]);
+            std::swap(p[2], p[5]);
+            std::swap(p[3], p[4]);
+        }
+        return static_cast<float>(v);
+    } else if (type == "int" || type == "int32") {
+        int32_t v;
+        memcpy(&v, data, sizeof(int32_t));
+        if (swapEndian) {
+            char* p = reinterpret_cast<char*>(&v);
+            std::swap(p[0], p[3]);
+            std::swap(p[1], p[2]);
+        }
+        return static_cast<float>(v);
+    } else if (type == "uint" || type == "uint32") {
+        uint32_t v;
+        memcpy(&v, data, sizeof(uint32_t));
+        if (swapEndian) {
+            char* p = reinterpret_cast<char*>(&v);
+            std::swap(p[0], p[3]);
+            std::swap(p[1], p[2]);
+        }
+        return static_cast<float>(v);
+    } else if (type == "short" || type == "int16") {
+        int16_t v;
+        memcpy(&v, data, sizeof(int16_t));
+        if (swapEndian) {
+            char* p = reinterpret_cast<char*>(&v);
+            std::swap(p[0], p[1]);
+        }
+        return static_cast<float>(v);
+    } else if (type == "ushort" || type == "uint16") {
+        uint16_t v;
+        memcpy(&v, data, sizeof(uint16_t));
+        if (swapEndian) {
+            char* p = reinterpret_cast<char*>(&v);
+            std::swap(p[0], p[1]);
+        }
+        return static_cast<float>(v);
+    } else if (type == "uchar" || type == "uint8") {
+        uint8_t v;
+        memcpy(&v, data, sizeof(uint8_t));
+        return static_cast<float>(v);
+    } else if (type == "char" || type == "int8") {
+        int8_t v;
+        memcpy(&v, data, sizeof(int8_t));
+        return static_cast<float>(v);
+    }
+    return 0.0f;
+}
+
+/**
+ * @brief 从二进制缓冲区读取指定 PLY 类型的值并转为 uint8_t（用于颜色）
+ */
+static uint8_t readPlyValueAsUint8(const char* data, const std::string& type, bool swapEndian)
+{
+    float v = readPlyValueAsFloat(data, type, swapEndian);
+    // 如果是 float/double 类型的颜色（0~1范围），需要映射到 0~255
+    if (type == "float" || type == "float32" || type == "double" || type == "float64") {
+        if (v >= 0.0f && v <= 1.0f) {
+            return static_cast<uint8_t>(v * 255.0f + 0.5f);
+        }
+    }
+    // 截断到 0~255
+    if (v < 0.0f) return 0;
+    if (v > 255.0f) return 255;
+    return static_cast<uint8_t>(v);
+}
+
+int PointCloudConverter::loadFromPly(const std::string& fileName, PointCloudXYZ& cloud)
+{
+    std::ifstream file(fileName, std::ios::binary);
+    if (!file.is_open()) {
+        m_lastError = "无法打开文件: " + fileName;
+        return -1;
+    }
+
+    PlyHeader header;
+    if (!parsePlyHeader(file, header)) {
+        m_lastError = "无法解析 PLY 文件头";
+        return -1;
+    }
+
+    if (header.vertexElementIndex < 0) {
+        m_lastError = "PLY 文件中未找到 vertex 元素";
+        return -1;
+    }
+
+    const PlyElement& vertexElem = header.elements[header.vertexElementIndex];
+    int numPoints = vertexElem.count;
+
+    // 查找 x, y, z 属性索引
+    int xIdx = -1, yIdx = -1, zIdx = -1;
+    for (size_t i = 0; i < vertexElem.properties.size(); ++i) {
+        const std::string& name = vertexElem.properties[i].name;
+        if (name == "x") xIdx = static_cast<int>(i);
+        else if (name == "y") yIdx = static_cast<int>(i);
+        else if (name == "z") zIdx = static_cast<int>(i);
+    }
+
+    if (xIdx < 0 || yIdx < 0 || zIdx < 0) {
+        m_lastError = "PLY 文件缺少 x, y, z 属性";
+        return -1;
+    }
+
+    LOG_INFO("[CloudView] PLY header: vertex count=%d, format=%d\n", numPoints, header.format);
+
+    cloud.clear();
+    cloud.reserve(numPoints);
+
+    bool swapEndian = (header.format == PlyHeader::BINARY_BE);
+
+    if (header.format == PlyHeader::ASCII) {
+        // 跳过 vertex 之前的元素
+        for (int ei = 0; ei < header.vertexElementIndex; ++ei) {
+            const PlyElement& elem = header.elements[ei];
+            for (int j = 0; j < elem.count; ++j) {
+                std::string skipLine;
+                if (!std::getline(file, skipLine)) {
+                    m_lastError = "PLY 文件数据不完整（跳过元素时）";
+                    return -1;
+                }
+            }
+        }
+
+        // 读取 vertex 数据
+        std::string line;
+        for (int i = 0; i < numPoints && std::getline(file, line); ++i) {
+            // 去除 \r
+            if (!line.empty() && line.back() == '\r') line.pop_back();
+            std::istringstream iss(line);
+            std::vector<float> values;
+            float val;
+            while (iss >> val) {
+                values.push_back(val);
+            }
+
+            if (static_cast<size_t>(xIdx) < values.size() &&
+                static_cast<size_t>(yIdx) < values.size() &&
+                static_cast<size_t>(zIdx) < values.size()) {
+                Point3D pt(values[xIdx], values[yIdx], values[zIdx]);
+                if (std::isfinite(pt.x) && std::isfinite(pt.y) && std::isfinite(pt.z)) {
+                    cloud.push_back(pt);
+                }
+            }
+        }
+    } else {
+        // Binary 格式（Little-Endian 或 Big-Endian）
+        // 跳过 vertex 之前的元素
+        for (int ei = 0; ei < header.vertexElementIndex; ++ei) {
+            const PlyElement& elem = header.elements[ei];
+            int stride = calcPlyElementStride(elem);
+            if (stride > 0) {
+                // 固定大小元素，直接跳过
+                file.seekg(static_cast<std::streamoff>(stride) * elem.count, std::ios::cur);
+            } else {
+                // 含 list 类型，需要逐条跳过
+                for (int j = 0; j < elem.count; ++j) {
+                    for (const auto& prop : elem.properties) {
+                        if (prop.isList) {
+                            int countSize = getPlyTypeByteSize(prop.listCountType);
+                            char countBuf[8] = {};
+                            file.read(countBuf, countSize);
+                            // 读取 list 计数值
+                            uint32_t listCount = 0;
+                            if (countSize == 1) listCount = static_cast<uint8_t>(countBuf[0]);
+                            else if (countSize == 2) { uint16_t v; memcpy(&v, countBuf, 2); listCount = v; }
+                            else if (countSize == 4) { uint32_t v; memcpy(&v, countBuf, 4); listCount = v; }
+                            int valueSize = getPlyTypeByteSize(prop.listValueType);
+                            file.seekg(static_cast<std::streamoff>(valueSize) * listCount, std::ios::cur);
+                        } else {
+                            file.seekg(prop.byteSize, std::ios::cur);
+                        }
+                    }
+                }
+            }
+        }
+
+        // 计算 vertex 的 stride
+        int vertexStride = calcPlyElementStride(vertexElem);
+        if (vertexStride <= 0) {
+            m_lastError = "PLY vertex 元素包含 list 属性，不支持";
+            return -1;
+        }
+
+        // 计算各属性在 vertex 记录中的偏移
+        std::vector<int> offsets(vertexElem.properties.size(), 0);
+        int offset = 0;
+        for (size_t i = 0; i < vertexElem.properties.size(); ++i) {
+            offsets[i] = offset;
+            offset += vertexElem.properties[i].byteSize;
+        }
+
+        // 读取所有 vertex 数据
+        std::vector<char> buffer(static_cast<size_t>(vertexStride) * numPoints);
+        file.read(buffer.data(), buffer.size());
+        if (!file) {
+            m_lastError = "PLY 文件数据不完整";
+            return -1;
+        }
+
+        for (int i = 0; i < numPoints; ++i) {
+            const char* record = buffer.data() + static_cast<size_t>(i) * vertexStride;
+            float x = readPlyValueAsFloat(record + offsets[xIdx], vertexElem.properties[xIdx].type, swapEndian);
+            float y = readPlyValueAsFloat(record + offsets[yIdx], vertexElem.properties[yIdx].type, swapEndian);
+            float z = readPlyValueAsFloat(record + offsets[zIdx], vertexElem.properties[zIdx].type, swapEndian);
+
+            if (std::isfinite(x) && std::isfinite(y) && std::isfinite(z)) {
+                cloud.push_back(Point3D(x, y, z));
+            }
+        }
+    }
+
+    LOG_INFO("[CloudView] Loaded %zu points from PLY\n", cloud.size());
+    m_loadedPointCount = cloud.size();
+    m_loadedLineCount = 0;  // PLY 文件没有线信息
+    return 0;
+}
+
+int PointCloudConverter::loadFromPly(const std::string& fileName, PointCloudXYZRGB& cloud)
+{
+    std::ifstream file(fileName, std::ios::binary);
+    if (!file.is_open()) {
+        m_lastError = "无法打开文件: " + fileName;
+        return -1;
+    }
+
+    PlyHeader header;
+    if (!parsePlyHeader(file, header)) {
+        m_lastError = "无法解析 PLY 文件头";
+        return -1;
+    }
+
+    if (header.vertexElementIndex < 0) {
+        m_lastError = "PLY 文件中未找到 vertex 元素";
+        return -1;
+    }
+
+    const PlyElement& vertexElem = header.elements[header.vertexElementIndex];
+    int numPoints = vertexElem.count;
+
+    // 查找属性索引
+    int xIdx = -1, yIdx = -1, zIdx = -1;
+    int rIdx = -1, gIdx = -1, bIdx = -1;
+    for (size_t i = 0; i < vertexElem.properties.size(); ++i) {
+        const std::string& name = vertexElem.properties[i].name;
+        if (name == "x") xIdx = static_cast<int>(i);
+        else if (name == "y") yIdx = static_cast<int>(i);
+        else if (name == "z") zIdx = static_cast<int>(i);
+        else if (name == "red" || name == "r") rIdx = static_cast<int>(i);
+        else if (name == "green" || name == "g") gIdx = static_cast<int>(i);
+        else if (name == "blue" || name == "b") bIdx = static_cast<int>(i);
+    }
+
+    if (xIdx < 0 || yIdx < 0 || zIdx < 0) {
+        m_lastError = "PLY 文件缺少 x, y, z 属性";
+        return -1;
+    }
+
+    bool hasColor = (rIdx >= 0 && gIdx >= 0 && bIdx >= 0);
+
+    LOG_INFO("[CloudView] PLY header(XYZRGB): vertex count=%d, format=%d, hasColor=%d\n",
+             numPoints, header.format, hasColor);
+
+    cloud.clear();
+    cloud.reserve(numPoints);
+
+    bool swapEndian = (header.format == PlyHeader::BINARY_BE);
+
+    if (header.format == PlyHeader::ASCII) {
+        // 跳过 vertex 之前的元素
+        for (int ei = 0; ei < header.vertexElementIndex; ++ei) {
+            const PlyElement& elem = header.elements[ei];
+            for (int j = 0; j < elem.count; ++j) {
+                std::string skipLine;
+                if (!std::getline(file, skipLine)) {
+                    m_lastError = "PLY 文件数据不完整（跳过元素时）";
+                    return -1;
+                }
+            }
+        }
+
+        // 读取 vertex 数据
+        std::string line;
+        for (int i = 0; i < numPoints && std::getline(file, line); ++i) {
+            if (!line.empty() && line.back() == '\r') line.pop_back();
+            std::istringstream iss(line);
+            std::vector<float> values;
+            float val;
+            while (iss >> val) {
+                values.push_back(val);
+            }
+
+            if (static_cast<size_t>(xIdx) < values.size() &&
+                static_cast<size_t>(yIdx) < values.size() &&
+                static_cast<size_t>(zIdx) < values.size()) {
+                Point3DRGB pt;
+                pt.x = values[xIdx];
+                pt.y = values[yIdx];
+                pt.z = values[zIdx];
+
+                if (hasColor &&
+                    static_cast<size_t>(rIdx) < values.size() &&
+                    static_cast<size_t>(gIdx) < values.size() &&
+                    static_cast<size_t>(bIdx) < values.size()) {
+                    pt.r = static_cast<uint8_t>(std::min(255.0f, std::max(0.0f, values[rIdx])));
+                    pt.g = static_cast<uint8_t>(std::min(255.0f, std::max(0.0f, values[gIdx])));
+                    pt.b = static_cast<uint8_t>(std::min(255.0f, std::max(0.0f, values[bIdx])));
+                }
+
+                if (std::isfinite(pt.x) && std::isfinite(pt.y) && std::isfinite(pt.z)) {
+                    cloud.push_back(pt);
+                }
+            }
+        }
+    } else {
+        // Binary 格式
+        // 跳过 vertex 之前的元素
+        for (int ei = 0; ei < header.vertexElementIndex; ++ei) {
+            const PlyElement& elem = header.elements[ei];
+            int stride = calcPlyElementStride(elem);
+            if (stride > 0) {
+                file.seekg(static_cast<std::streamoff>(stride) * elem.count, std::ios::cur);
+            } else {
+                for (int j = 0; j < elem.count; ++j) {
+                    for (const auto& prop : elem.properties) {
+                        if (prop.isList) {
+                            int countSize = getPlyTypeByteSize(prop.listCountType);
+                            char countBuf[8] = {};
+                            file.read(countBuf, countSize);
+                            uint32_t listCount = 0;
+                            if (countSize == 1) listCount = static_cast<uint8_t>(countBuf[0]);
+                            else if (countSize == 2) { uint16_t v; memcpy(&v, countBuf, 2); listCount = v; }
+                            else if (countSize == 4) { uint32_t v; memcpy(&v, countBuf, 4); listCount = v; }
+                            int valueSize = getPlyTypeByteSize(prop.listValueType);
+                            file.seekg(static_cast<std::streamoff>(valueSize) * listCount, std::ios::cur);
+                        } else {
+                            file.seekg(prop.byteSize, std::ios::cur);
+                        }
+                    }
+                }
+            }
+        }
+
+        // 计算 vertex 的 stride
+        int vertexStride = calcPlyElementStride(vertexElem);
+        if (vertexStride <= 0) {
+            m_lastError = "PLY vertex 元素包含 list 属性，不支持";
+            return -1;
+        }
+
+        // 计算各属性偏移
+        std::vector<int> offsets(vertexElem.properties.size(), 0);
+        int offset = 0;
+        for (size_t i = 0; i < vertexElem.properties.size(); ++i) {
+            offsets[i] = offset;
+            offset += vertexElem.properties[i].byteSize;
+        }
+
+        // 读取所有 vertex 数据
+        std::vector<char> buffer(static_cast<size_t>(vertexStride) * numPoints);
+        file.read(buffer.data(), buffer.size());
+        if (!file) {
+            m_lastError = "PLY 文件数据不完整";
+            return -1;
+        }
+
+        for (int i = 0; i < numPoints; ++i) {
+            const char* record = buffer.data() + static_cast<size_t>(i) * vertexStride;
+
+            Point3DRGB pt;
+            pt.x = readPlyValueAsFloat(record + offsets[xIdx], vertexElem.properties[xIdx].type, swapEndian);
+            pt.y = readPlyValueAsFloat(record + offsets[yIdx], vertexElem.properties[yIdx].type, swapEndian);
+            pt.z = readPlyValueAsFloat(record + offsets[zIdx], vertexElem.properties[zIdx].type, swapEndian);
+
+            if (hasColor) {
+                pt.r = readPlyValueAsUint8(record + offsets[rIdx], vertexElem.properties[rIdx].type, swapEndian);
+                pt.g = readPlyValueAsUint8(record + offsets[gIdx], vertexElem.properties[gIdx].type, swapEndian);
+                pt.b = readPlyValueAsUint8(record + offsets[bIdx], vertexElem.properties[bIdx].type, swapEndian);
+            }
+
+            if (std::isfinite(pt.x) && std::isfinite(pt.y) && std::isfinite(pt.z)) {
+                cloud.push_back(pt);
+            }
+        }
+    }
+
+    LOG_INFO("[CloudView] Loaded %zu points from PLY (hasColor=%d)\n", cloud.size(), hasColor);
+    m_loadedPointCount = cloud.size();
+    m_loadedLineCount = 0;  // PLY 文件没有线信息
+    m_lastLoadHadColor = hasColor;
+    return 0;
+}
+
 int PointCloudConverter::rotateCloud(const PointCloudXYZ& cloud, PointCloudXYZ& rotatedCloud,
                                       int lineNum, int linePtNum, int& newLineNum, int& newLinePtNum)
 {
diff --git a/CloudView/main.cpp b/CloudView/main.cpp
index 1c5a757..88a7742 100644
--- a/CloudView/main.cpp
+++ b/CloudView/main.cpp
@@ -3,7 +3,7 @@
 #include <QIcon>
 #include "CloudViewMainWindow.h"
 
-#define APP_VERSION "1.1.3"
+#define APP_VERSION "1.1.4"
 
 int main(int argc, char* argv[])
 {