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Diffstat (limited to 'extern/libmv/third_party/ceres/internal/ceres/residual_block.h')
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-// Ceres Solver - A fast non-linear least squares minimizer
-// Copyright 2010, 2011, 2012 Google Inc. All rights reserved.
-// http://code.google.com/p/ceres-solver/
-//
-// Redistribution and use in source and binary forms, with or without
-// modification, are permitted provided that the following conditions are met:
-//
-// * Redistributions of source code must retain the above copyright notice,
-// this list of conditions and the following disclaimer.
-// * Redistributions in binary form must reproduce the above copyright notice,
-// this list of conditions and the following disclaimer in the documentation
-// and/or other materials provided with the distribution.
-// * Neither the name of Google Inc. nor the names of its contributors may be
-// used to endorse or promote products derived from this software without
-// specific prior written permission.
-//
-// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
-// AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
-// IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
-// ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
-// LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
-// CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
-// SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
-// INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
-// CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
-// ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
-// POSSIBILITY OF SUCH DAMAGE.
-//
-// Author: sameeragarwal@google.com (Sameer Agarwal)
-// keir@google.com (Keir Mierle)
-//
-// Purpose : Class and struct definitions for parameter and residual blocks.
-
-#ifndef CERES_INTERNAL_RESIDUAL_BLOCK_H_
-#define CERES_INTERNAL_RESIDUAL_BLOCK_H_
-
-#include <string>
-#include <vector>
-
-#include "ceres/cost_function.h"
-#include "ceres/internal/port.h"
-#include "ceres/internal/scoped_ptr.h"
-#include "ceres/stringprintf.h"
-#include "ceres/types.h"
-
-namespace ceres {
-
-class LossFunction;
-
-namespace internal {
-
-class ParameterBlock;
-
-// A term in the least squares problem. The mathematical form of each term in
-// the overall least-squares cost function is:
-//
-// 1
-// --- loss_function( || cost_function(block1, block2, ...) ||^2 ),
-// 2
-//
-// Storing the cost function and the loss function separately permits optimizing
-// the problem with standard non-linear least techniques, without requiring a
-// more general non-linear solver.
-//
-// The residual block stores pointers to but does not own the cost functions,
-// loss functions, and parameter blocks.
-class ResidualBlock {
- public:
- // Construct the residual block with the given cost/loss functions. Loss may
- // be null. The index is the index of the residual block in the Program's
- // residual_blocks array.
- ResidualBlock(const CostFunction* cost_function,
- const LossFunction* loss_function,
- const vector<ParameterBlock*>& parameter_blocks,
- int index);
-
- // Evaluates the residual term, storing the scalar cost in *cost, the residual
- // components in *residuals, and the jacobians between the parameters and
- // residuals in jacobians[i], in row-major order. If residuals is NULL, the
- // residuals are not computed. If jacobians is NULL, no jacobians are
- // computed. If jacobians[i] is NULL, then the jacobian for that parameter is
- // not computed.
- //
- // Evaluate needs scratch space which must be supplied by the caller via
- // scratch. The array should have at least NumScratchDoublesForEvaluate()
- // space available.
- //
- // The return value indicates the success or failure. If the function returns
- // false, the caller should expect the the output memory locations to have
- // been modified.
- //
- // The returned cost and jacobians have had robustification and local
- // parameterizations applied already; for example, the jacobian for a
- // 4-dimensional quaternion parameter using the "QuaternionParameterization"
- // is num_residuals by 3 instead of num_residuals by 4.
- //
- // apply_loss_function as the name implies allows the user to switch
- // the application of the loss function on and off.
- bool Evaluate(bool apply_loss_function,
- double* cost,
- double* residuals,
- double** jacobians,
- double* scratch) const;
-
-
- const CostFunction* cost_function() const { return cost_function_; }
- const LossFunction* loss_function() const { return loss_function_; }
-
- // Access the parameter blocks for this residual. The array has size
- // NumParameterBlocks().
- ParameterBlock* const* parameter_blocks() const {
- return parameter_blocks_.get();
- }
-
- // Number of variable blocks that this residual term depends on.
- int NumParameterBlocks() const {
- return cost_function_->parameter_block_sizes().size();
- }
-
- // The size of the residual vector returned by this residual function.
- int NumResiduals() const { return cost_function_->num_residuals(); }
-
- // The minimum amount of scratch space needed to pass to Evaluate().
- int NumScratchDoublesForEvaluate() const;
-
- // This residual block's index in an array.
- int index() const { return index_; }
- void set_index(int index) { index_ = index; }
-
- string ToString() {
- return StringPrintf("{residual block; index=%d}", index_);
- }
-
- private:
- const CostFunction* cost_function_;
- const LossFunction* loss_function_;
- scoped_array<ParameterBlock*> parameter_blocks_;
-
- // The index of the residual, typically in a Program. This is only to permit
- // switching from a ResidualBlock* to an index in the Program's array, needed
- // to do efficient removals.
- int32 index_;
-};
-
-} // namespace internal
-} // namespace ceres
-
-#endif // CERES_INTERNAL_RESIDUAL_BLOCK_H_