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Diffstat (limited to 'extern/draco/dracoenc/src/draco/compression/attributes/kd_tree_attributes_encoder.cc')
| -rw-r--r-- | extern/draco/dracoenc/src/draco/compression/attributes/kd_tree_attributes_encoder.cc | 289 |
1 files changed, 289 insertions, 0 deletions
diff --git a/extern/draco/dracoenc/src/draco/compression/attributes/kd_tree_attributes_encoder.cc b/extern/draco/dracoenc/src/draco/compression/attributes/kd_tree_attributes_encoder.cc new file mode 100644 index 00000000000..f2a8af23bfc --- /dev/null +++ b/extern/draco/dracoenc/src/draco/compression/attributes/kd_tree_attributes_encoder.cc @@ -0,0 +1,289 @@ +// Copyright 2016 The Draco Authors. +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// +#include "draco/compression/attributes/kd_tree_attributes_encoder.h" +#include "draco/compression/attributes/kd_tree_attributes_shared.h" +#include "draco/compression/attributes/point_d_vector.h" +#include "draco/compression/point_cloud/algorithms/dynamic_integer_points_kd_tree_encoder.h" +#include "draco/compression/point_cloud/algorithms/float_points_tree_encoder.h" +#include "draco/compression/point_cloud/point_cloud_encoder.h" +#include "draco/core/varint_encoding.h" + +namespace draco { + +KdTreeAttributesEncoder::KdTreeAttributesEncoder() : num_components_(0) {} + +KdTreeAttributesEncoder::KdTreeAttributesEncoder(int att_id) + : AttributesEncoder(att_id), num_components_(0) {} + +bool KdTreeAttributesEncoder::TransformAttributesToPortableFormat() { + // Convert any of the input attributes into a format that can be processed by + // the kd tree encoder (quantization of floating attributes for now). + const size_t num_points = encoder()->point_cloud()->num_points(); + int num_components = 0; + for (uint32_t i = 0; i < num_attributes(); ++i) { + const int att_id = GetAttributeId(i); + const PointAttribute *const att = + encoder()->point_cloud()->attribute(att_id); + num_components += att->num_components(); + } + num_components_ = num_components; + + // Go over all attributes and quantize them if needed. + for (uint32_t i = 0; i < num_attributes(); ++i) { + const int att_id = GetAttributeId(i); + const PointAttribute *const att = + encoder()->point_cloud()->attribute(att_id); + if (att->data_type() == DT_FLOAT32) { + // Quantization path. + AttributeQuantizationTransform attribute_quantization_transform; + const int quantization_bits = encoder()->options()->GetAttributeInt( + att_id, "quantization_bits", -1); + if (quantization_bits < 1) + return false; + if (encoder()->options()->IsAttributeOptionSet(att_id, + "quantization_origin") && + encoder()->options()->IsAttributeOptionSet(att_id, + "quantization_range")) { + // Quantization settings are explicitly specified in the provided + // options. + std::vector<float> quantization_origin(att->num_components()); + encoder()->options()->GetAttributeVector(att_id, "quantization_origin", + att->num_components(), + &quantization_origin[0]); + const float range = encoder()->options()->GetAttributeFloat( + att_id, "quantization_range", 1.f); + attribute_quantization_transform.SetParameters( + quantization_bits, quantization_origin.data(), + att->num_components(), range); + } else { + // Compute quantization settings from the attribute values. + attribute_quantization_transform.ComputeParameters(*att, + quantization_bits); + } + attribute_quantization_transforms_.push_back( + attribute_quantization_transform); + // Store the quantized attribute in an array that will be used when we do + // the actual encoding of the data. + quantized_portable_attributes_.push_back( + attribute_quantization_transform.GeneratePortableAttribute( + *att, static_cast<int>(num_points))); + } else if (att->data_type() == DT_INT32 || att->data_type() == DT_INT16 || + att->data_type() == DT_INT8) { + // For signed types, find the minimum value for each component. These + // values are going to be used to transform the attribute values to + // unsigned integers that can be processed by the core kd tree algorithm. + std::vector<int32_t> min_value(att->num_components(), + std::numeric_limits<int32_t>::max()); + std::vector<int32_t> act_value(att->num_components()); + for (AttributeValueIndex avi(0); avi < static_cast<uint32_t>(att->size()); + ++avi) { + att->ConvertValue<int32_t>(avi, &act_value[0]); + for (int c = 0; c < att->num_components(); ++c) { + if (min_value[c] > act_value[c]) + min_value[c] = act_value[c]; + } + } + for (int c = 0; c < att->num_components(); ++c) { + min_signed_values_.push_back(min_value[c]); + } + } + } + return true; +} + +bool KdTreeAttributesEncoder::EncodeDataNeededByPortableTransforms( + EncoderBuffer *out_buffer) { + // Store quantization settings for all attributes that need it. + for (int i = 0; i < attribute_quantization_transforms_.size(); ++i) { + attribute_quantization_transforms_[i].EncodeParameters(out_buffer); + } + + // Encode data needed for transforming signed integers to unsigned ones. + for (int i = 0; i < min_signed_values_.size(); ++i) { + EncodeVarint<int32_t>(min_signed_values_[i], out_buffer); + } + return true; +} + +bool KdTreeAttributesEncoder::EncodePortableAttributes( + EncoderBuffer *out_buffer) { + // Encode the data using the kd tree encoder algorithm. The data is first + // copied to a PointDVector that provides all the API expected by the core + // encoding algorithm. + + // We limit the maximum value of compression_level to 6 as we don't currently + // have viable algorithms for higher compression levels. + uint8_t compression_level = + std::min(10 - encoder()->options()->GetSpeed(), 6); + DRACO_DCHECK_LE(compression_level, 6); + + if (compression_level == 6 && num_components_ > 15) { + // Don't use compression level for CL >= 6. Axis selection is currently + // encoded using 4 bits. + compression_level = 5; + } + + out_buffer->Encode(compression_level); + + // Init PointDVector. The number of dimensions is equal to the total number + // of dimensions across all attributes. + const int num_points = encoder()->point_cloud()->num_points(); + PointDVector<uint32_t> point_vector(num_points, num_components_); + + int num_processed_components = 0; + int num_processed_quantized_attributes = 0; + int num_processed_signed_components = 0; + // Copy data to the point vector. + for (uint32_t i = 0; i < num_attributes(); ++i) { + const int att_id = GetAttributeId(i); + const PointAttribute *const att = + encoder()->point_cloud()->attribute(att_id); + const PointAttribute *source_att = nullptr; + if (att->data_type() == DT_UINT32 || att->data_type() == DT_UINT16 || + att->data_type() == DT_UINT8 || att->data_type() == DT_INT32 || + att->data_type() == DT_INT16 || att->data_type() == DT_INT8) { + // Use the original attribute. + source_att = att; + } else if (att->data_type() == DT_FLOAT32) { + // Use the portable (quantized) attribute instead. + source_att = + quantized_portable_attributes_[num_processed_quantized_attributes] + .get(); + num_processed_quantized_attributes++; + } else { + // Unsupported data type. + return false; + } + + if (source_att == nullptr) + return false; + + // Copy source_att to the vector. + if (source_att->data_type() == DT_UINT32) { + // If the data type is the same as the one used by the point vector, we + // can directly copy individual elements. + for (PointIndex pi(0); pi < num_points; ++pi) { + const AttributeValueIndex avi = source_att->mapped_index(pi); + const uint8_t *const att_value_address = source_att->GetAddress(avi); + point_vector.CopyAttribute(source_att->num_components(), + num_processed_components, pi.value(), + att_value_address); + } + } else if (source_att->data_type() == DT_INT32 || + source_att->data_type() == DT_INT16 || + source_att->data_type() == DT_INT8) { + // Signed values need to be converted to unsigned before they are stored + // in the point vector. + std::vector<int32_t> signed_point(source_att->num_components()); + std::vector<uint32_t> unsigned_point(source_att->num_components()); + for (PointIndex pi(0); pi < num_points; ++pi) { + const AttributeValueIndex avi = source_att->mapped_index(pi); + source_att->ConvertValue<int32_t>(avi, &signed_point[0]); + for (int c = 0; c < source_att->num_components(); ++c) { + unsigned_point[c] = + signed_point[c] - + min_signed_values_[num_processed_signed_components + c]; + } + + point_vector.CopyAttribute(source_att->num_components(), + num_processed_components, pi.value(), + &unsigned_point[0]); + } + num_processed_signed_components += source_att->num_components(); + } else { + // If the data type of the attribute is different, we have to convert the + // value before we put it to the point vector. + std::vector<uint32_t> point(source_att->num_components()); + for (PointIndex pi(0); pi < num_points; ++pi) { + const AttributeValueIndex avi = source_att->mapped_index(pi); + source_att->ConvertValue<uint32_t>(avi, &point[0]); + point_vector.CopyAttribute(source_att->num_components(), + num_processed_components, pi.value(), + point.data()); + } + } + num_processed_components += source_att->num_components(); + } + + // Compute the maximum bit length needed for the kd tree encoding. + int num_bits = 0; + const uint32_t *data = point_vector[0]; + for (int i = 0; i < num_points * num_components_; ++i) { + if (data[i] > 0) { + const int msb = MostSignificantBit(data[i]) + 1; + if (msb > num_bits) { + num_bits = msb; + } + } + } + + switch (compression_level) { + case 6: { + DynamicIntegerPointsKdTreeEncoder<6> points_encoder(num_components_); + if (!points_encoder.EncodePoints(point_vector.begin(), point_vector.end(), + num_bits, out_buffer)) + return false; + break; + } + case 5: { + DynamicIntegerPointsKdTreeEncoder<5> points_encoder(num_components_); + if (!points_encoder.EncodePoints(point_vector.begin(), point_vector.end(), + num_bits, out_buffer)) + return false; + break; + } + case 4: { + DynamicIntegerPointsKdTreeEncoder<4> points_encoder(num_components_); + if (!points_encoder.EncodePoints(point_vector.begin(), point_vector.end(), + num_bits, out_buffer)) + return false; + break; + } + case 3: { + DynamicIntegerPointsKdTreeEncoder<3> points_encoder(num_components_); + if (!points_encoder.EncodePoints(point_vector.begin(), point_vector.end(), + num_bits, out_buffer)) + return false; + break; + } + case 2: { + DynamicIntegerPointsKdTreeEncoder<2> points_encoder(num_components_); + if (!points_encoder.EncodePoints(point_vector.begin(), point_vector.end(), + num_bits, out_buffer)) + return false; + break; + } + case 1: { + DynamicIntegerPointsKdTreeEncoder<1> points_encoder(num_components_); + if (!points_encoder.EncodePoints(point_vector.begin(), point_vector.end(), + num_bits, out_buffer)) + return false; + break; + } + case 0: { + DynamicIntegerPointsKdTreeEncoder<0> points_encoder(num_components_); + if (!points_encoder.EncodePoints(point_vector.begin(), point_vector.end(), + num_bits, out_buffer)) + return false; + break; + } + // Compression level and/or encoding speed seem wrong. + default: + return false; + } + return true; +} + +} // namespace draco |