public/vio
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

debug files

Browse Source
This commit is contained in:
gfuse
2021-08-18 12:05:44 +02:00
parent dc29b94830
commit 8b63732711
6 changed files with 95 additions and 94 deletions
Download Patch File Download Diff File Expand all files Collapse all files
GPU_version/vio/include/vio/nlls_solver_impl.hpp
+1 -1
View File
@@ -37,7 +37,7 @@ void vk::NLLSSolver<D, T>::optimizeGaussNewton()
if(!solve())
{
// matrix was singular and could not be computed
std::cout << "Matrix is close to singular! Stop Optimizing." << std::endl;
if(verbose_)std::cout << "Matrix is close to singular! Stop Optimizing." << std::endl;
stop_ = true;
}
// check if error increased since last optimization
GPU_version/vio/kernel/compute-residual.cl
+84 -85
View File
@@ -8,9 +8,9 @@ float2 world2cam(float3 feature)
{
float r = sqrt(pow(feature.x/feature.z, 2) + pow(feature.y/feature.z, 2));
float factor = 1.0;
if(S != 0 || r > 0.001)
factor = (atan(r * 2.0 * tan(0.5 * S)) / (r * S));
return (float2)(C_X + F_X * factor * feature.x/feature.z, C_Y + F_Y * factor * feature.y/feature.z);
if((float)S != 0 || r > 0.001)
factor = (atan(r * 2.0 * tan(0.5 * (float)S)) / (r * (float)S));
return (float2)((float)C_X + (float)F_X * factor * feature.x/feature.z, (float)C_Y + (float)F_Y * factor * feature.y/feature.z);
}
float3 xyz_cur(float3 cur, float3 ref, float3 ref_feature)
@@ -22,8 +22,8 @@ float3 xyz_cur(float3 cur, float3 ref, float3 ref_feature)
float cc_ss = cos(cur.z) * cos(ref.z) - sin(cur.z) * sin(ref.z);
float sc_cs = cos(cur.z) * sin(ref.z) + cos(ref.z) * sin(cur.z);
return (float3)(cc_ss * ref_feature.x + sc_cs * ref_feature.z + cur.x - ref.x * cos(cur.z) - ref.z * sin(cur.z),
ref_feature.y,
-1.0 * sc_cs * ref_feature.x + cc_ss * ref_feature.z + cur.z + ref.x * sin(cur.z) - ref.z * cos(cur.z));
ref_feature.y,
-1.0 * sc_cs * ref_feature.x + cc_ss * ref_feature.z + cur.z + ref.x * sin(cur.z) - ref.z * cos(cur.z));
}
void jacobian_xyz2uv(float3 xyz_in_f, float* J)
@@ -53,102 +53,101 @@ __kernel void compute_residual(
__read_only image2d_t image_cur, // current frame
__read_only image2d_t image_ref, // reference frame
__global float3 * cur_pose,//[reference frame pose{x,z,pitch}]
__global float3 * ref_pose,//[current frame pose{x,z,pitch}]
__global float3 * ref_feature, // feature on the reference frame, when we applied the distance calculation: xyz_ref((*it)->f*((*it)->point->pos_ - Eigen::Vector3d(ref_pos[0],0.0,ref_pos[1])).norm());
__global float2 * featue_px,
int level,
__global float3 * ref_pose,//[current frame pose{x,z,pitch}]
__global float3 * ref_feature, // feature on the reference frame, when we applied the distance calculation: xyz_ref((*it)->f*((*it)->point->pos_ - Eigen::Vector3d(ref_pos[0],0.0,ref_pos[1])).norm());
__global float2 * featue_px,
int level,
__global float * errors,
__global float * Hessian,
__global float3 * Jacobian,
__global float * chi,
float scale_
float scale_
)
{
float scale = pow(2.0, -level);
// Prepare a suitable OpenCL image sampler.
sampler_t const sampler = CLK_ADDRESS_CLAMP | CLK_FILTER_NEAREST;
// Use global work feature.
int f = get_global_id(0);
// check if reference with patch size is within image
float2 uv_ref = featue_px[f] * scale;
float2 uv_ref_i = floor(uv_ref);
if(uv_ref_i.x - (PATCH_HALFSIZE + 1) < 0 || uv_ref_i.y - (PATCH_HALFSIZE + 1) < 0 || uv_ref_i.x + (PATCH_HALFSIZE + 1) >= get_image_dim(image_ref)[0] || uv_ref_i.y + (PATCH_HALFSIZE + 1) >= get_image_dim(image_ref)[1])return;
// evaluate projection jacobian
float frame_jac[6]={0.0}; // 2X3
jacobian_xyz2uv(sqrt(pow(ref_feature[f] - (float3)(ref_pose[0].x,0.0,ref_pose[0].y), 2.0)), &frame_jac);
float scale = pow(2.0, -level);
// Prepare a suitable OpenCL image sampler.
sampler_t const sampler = CLK_ADDRESS_CLAMP | CLK_FILTER_NEAREST;
// Use global work feature.
int f = get_global_id(0);
// check if reference with patch size is within image
float2 uv_ref = featue_px[f] * scale;
float2 uv_ref_i = floor(uv_ref);
if(uv_ref_i.x - (PATCH_HALFSIZE + 1) < 0 || uv_ref_i.y - (PATCH_HALFSIZE + 1) < 0 || uv_ref_i.x + (PATCH_HALFSIZE + 1) >= get_image_dim(image_ref)[0] || uv_ref_i.y + (PATCH_HALFSIZE + 1) >= get_image_dim(image_ref)[1])return;
// evaluate projection jacobian
float frame_jac[6]={0.0}; // 2X3
jacobian_xyz2uv(sqrt(pow(ref_feature[f] - (float3)(ref_pose[0].x,0.0,ref_pose[0].y), 2.0)), &frame_jac);
// compute bilateral interpolation weights for reference image
float2 subpix= uv_ref - uv_ref_i;
float w_ref_tl = (1.0 - subpix.x) * (1.0 - subpix.y);
float w_ref_tr = subpix.x * (1.0 - subpix.y);
float w_ref_bl = (1.0 - subpix.x) * subpix.y;
float w_ref_br = subpix.x * subpix.y;
// compute bilateral interpolation weights for reference image
float2 subpix= uv_ref - uv_ref_i;
float w_ref_tl = (1.0 - subpix.x) * (1.0 - subpix.y);
float w_ref_tr = subpix.x * (1.0 - subpix.y);
float w_ref_bl = (1.0 - subpix.x) * subpix.y;
float w_ref_br = subpix.x * subpix.y;
// compute bilateral interpolation weights for the current image
float2 uv_cur_pyr = world2cam(xyz_cur(cur_pose[0], ref_pose[0] ,ref_feature[f])) * scale;
float2 uv_cur_i = floor(uv_cur_pyr);
float2 subpix_uv_cur = uv_cur_pyr - uv_cur_i;
float w_cur_tl = (1.0 - subpix_uv_cur.x) * (1.0 - subpix_uv_cur.y);
float w_cur_tr = subpix_uv_cur.x * (1.0 - subpix_uv_cur.y);
float w_cur_bl = (1.0 - subpix_uv_cur.x) * subpix_uv_cur.y;
float w_cur_br = subpix_uv_cur.x * subpix_uv_cur.y;
float e = 0.0;
float chi_=0.0;
for(int y = 0; y < PATCH_SIZE; ++y)
{
int ref_element_addr = (int)(uv_ref_i.y + y - PATCH_HALFSIZE) * get_image_dim(image_ref)[0] + (uv_ref_i.x - PATCH_HALFSIZE);
int cur_element_addr = (int)(uv_cur_i.y + y - PATCH_HALFSIZE) * get_image_dim(image_cur)[0] + (uv_cur_i.x - PATCH_HALFSIZE);
// compute bilateral interpolation weights for the current image
float2 uv_cur_pyr = world2cam(xyz_cur(cur_pose[0], ref_pose[0] ,ref_feature[f])) * scale;
float2 uv_cur_i = floor(uv_cur_pyr);
float2 subpix_uv_cur = uv_cur_pyr - uv_cur_i;
float w_cur_tl = (1.0 - subpix_uv_cur.x) * (1.0 - subpix_uv_cur.y);
float w_cur_tr = subpix_uv_cur.x * (1.0 - subpix_uv_cur.y);
float w_cur_bl = (1.0 - subpix_uv_cur.x) * subpix_uv_cur.y;
float w_cur_br = subpix_uv_cur.x * subpix_uv_cur.y;
float e = 0.0;
float chi_=0.0;
for(int y = 0; y < PATCH_SIZE; ++y)
{
int ref_element_addr = (int)(uv_ref_i.y + y - PATCH_HALFSIZE) * get_image_dim(image_ref)[0] + (uv_ref_i.x - PATCH_HALFSIZE);
int cur_element_addr = (int)(uv_cur_i.y + y - PATCH_HALFSIZE) * get_image_dim(image_cur)[0] + (uv_cur_i.x - PATCH_HALFSIZE);
for(int x = 0; x < PATCH_SIZE; ++x, ++ref_element_addr, ++cur_element_addr)
{
// precompute interpolated reference patch color
int2 px_reftl = (int2)( ref_element_addr % get_image_dim(image_ref)[0], ref_element_addr / get_image_dim(image_ref)[0]);
int2 px_reftr = (int2)((ref_element_addr + 1) % get_image_dim(image_ref)[0], (ref_element_addr + 1) / get_image_dim(image_ref)[0]);
int2 px_refbl = (int2)((ref_element_addr + get_image_dim(image_ref)[0]) % get_image_dim(image_ref)[0], (ref_element_addr + get_image_dim(image_ref)[0]) / get_image_dim(image_ref)[0]);
int2 px_refbr = (int2)((ref_element_addr + get_image_dim(image_ref)[0] + 1) % get_image_dim(image_ref)[0], (ref_element_addr + get_image_dim(image_ref)[0] + 1) / get_image_dim(image_ref)[0]);
float value = w_ref_tl * read_imageui(image_ref, sampler, px_reftl).x + w_ref_tr * read_imageui(image_ref, sampler, px_reftr).x +
w_ref_bl * read_imageui(image_ref, sampler, px_refbl).x + w_ref_br * read_imageui(image_ref, sampler, px_refbr).x;
for(int x = 0; x < PATCH_SIZE; ++x, ++ref_element_addr, ++cur_element_addr)
{
// precompute interpolated reference patch color
int2 px_reftl = (int2)( ref_element_addr % get_image_dim(image_ref)[0], ref_element_addr / get_image_dim(image_ref)[0]);
int2 px_reftr = (int2)((ref_element_addr + 1) % get_image_dim(image_ref)[0], (ref_element_addr + 1) / get_image_dim(image_ref)[0]);
int2 px_refbl = (int2)((ref_element_addr + get_image_dim(image_ref)[0]) % get_image_dim(image_ref)[0], (ref_element_addr + get_image_dim(image_ref)[0]) / get_image_dim(image_ref)[0]);
int2 px_refbr = (int2)((ref_element_addr + get_image_dim(image_ref)[0] + 1) % get_image_dim(image_ref)[0], (ref_element_addr + get_image_dim(image_ref)[0] + 1) / get_image_dim(image_ref)[0]);
float value = w_ref_tl * read_imageui(image_ref, sampler, px_reftl).x + w_ref_tr * read_imageui(image_ref, sampler, px_reftr).x +
w_ref_bl * read_imageui(image_ref, sampler, px_refbl).x + w_ref_br * read_imageui(image_ref, sampler, px_refbr).x;
float dx = 0.5f * ((w_ref_tl * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + 1) % get_image_dim(image_ref)[0], ((ref_element_addr + 1) / get_image_dim(image_ref)[0]))).x +
w_ref_tr * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + 2) % get_image_dim(image_ref)[0], ((ref_element_addr + 2) / get_image_dim(image_ref)[0]))).x +
w_ref_bl * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + (get_image_dim(image_ref)[0]) + 1) % get_image_dim(image_ref)[0], ((ref_element_addr + (get_image_dim(image_ref)[0]) + 1) / get_image_dim(image_ref)[0]))).x +
w_ref_br * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + (get_image_dim(image_ref)[0]) + 2) % get_image_dim(image_ref)[0], ((ref_element_addr + (get_image_dim(image_ref)[0]) + 2) / get_image_dim(image_ref)[0]))).x)
-(w_ref_tl * read_imageui(image_ref, sampler, (int2) ((ref_element_addr - 1) % get_image_dim(image_ref)[0], ((ref_element_addr - 1) / get_image_dim(image_ref)[0]))).x +
w_ref_tr * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + 0) % get_image_dim(image_ref)[0], ((ref_element_addr + 0) / get_image_dim(image_ref)[0]))).x +
w_ref_bl * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + (get_image_dim(image_ref)[0]) - 1) % get_image_dim(image_ref)[0], ((ref_element_addr + (get_image_dim(image_ref)[0]) - 1) / get_image_dim(image_ref)[0]))).x +
w_ref_br * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + (get_image_dim(image_ref)[0])) % get_image_dim(image_ref)[0], ((ref_element_addr + (get_image_dim(image_ref)[0])) / get_image_dim(image_ref)[0]))).x));
float dx = 0.5f * ((w_ref_tl * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + 1) % get_image_dim(image_ref)[0], ((ref_element_addr + 1) / get_image_dim(image_ref)[0]))).x +
w_ref_tr * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + 2) % get_image_dim(image_ref)[0], ((ref_element_addr + 2) / get_image_dim(image_ref)[0]))).x +
w_ref_bl * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + (get_image_dim(image_ref)[0]) + 1) % get_image_dim(image_ref)[0], ((ref_element_addr + (get_image_dim(image_ref)[0]) + 1) / get_image_dim(image_ref)[0]))).x +
w_ref_br * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + (get_image_dim(image_ref)[0]) + 2) % get_image_dim(image_ref)[0], ((ref_element_addr + (get_image_dim(image_ref)[0]) + 2) / get_image_dim(image_ref)[0]))).x)
-(w_ref_tl * read_imageui(image_ref, sampler, (int2) ((ref_element_addr - 1) % get_image_dim(image_ref)[0], ((ref_element_addr - 1) / get_image_dim(image_ref)[0]))).x +
w_ref_tr * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + 0) % get_image_dim(image_ref)[0], ((ref_element_addr + 0) / get_image_dim(image_ref)[0]))).x +
w_ref_bl * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + (get_image_dim(image_ref)[0]) - 1) % get_image_dim(image_ref)[0], ((ref_element_addr + (get_image_dim(image_ref)[0]) - 1) / get_image_dim(image_ref)[0]))).x +
w_ref_br * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + (get_image_dim(image_ref)[0])) % get_image_dim(image_ref)[0], ((ref_element_addr + (get_image_dim(image_ref)[0])) / get_image_dim(image_ref)[0]))).x));
float dy = 0.5f * ((w_ref_tl * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + (get_image_dim(image_ref)[0])) % get_image_dim(image_ref)[0], ((ref_element_addr + (get_image_dim(image_ref)[0])) / get_image_dim(image_ref)[0]))).x +
w_ref_tr * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + (get_image_dim(image_ref)[0]) + 1) % get_image_dim(image_ref)[0], ((ref_element_addr + (get_image_dim(image_ref)[0]) + 1) / get_image_dim(image_ref)[0]))).x +
w_ref_bl * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + (get_image_dim(image_ref)[0]) * 2) % get_image_dim(image_ref)[0], ((ref_element_addr + (get_image_dim(image_ref)[0]) * 2) / get_image_dim(image_ref)[0]))).x +
w_ref_br * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + (get_image_dim(image_ref)[0]) * 2 + 1) % get_image_dim(image_ref)[0], ((ref_element_addr + (get_image_dim(image_ref)[0]) * 2 + 1) / get_image_dim(image_ref)[0]))).x)
-(w_ref_tl * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + (-get_image_dim(image_ref)[0])) % get_image_dim(image_ref)[0], ((ref_element_addr + (-get_image_dim(image_ref)[0])) / get_image_dim(image_ref)[0]))).x +
w_ref_tr * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + (1 - get_image_dim(image_ref)[0])) % get_image_dim(image_ref)[0], ((ref_element_addr + (1 - get_image_dim(image_ref)[0])) / get_image_dim(image_ref)[0]))).x +
w_ref_bl * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + 0) % get_image_dim(image_ref)[0], ((ref_element_addr + 0) / get_image_dim(image_ref)[0]))).x +
w_ref_br * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + 1) % get_image_dim(image_ref)[0], ((ref_element_addr + 1) / get_image_dim(image_ref)[0]))).x));
float dy = 0.5f * ((w_ref_tl * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + (get_image_dim(image_ref)[0])) % get_image_dim(image_ref)[0], ((ref_element_addr + (get_image_dim(image_ref)[0])) / get_image_dim(image_ref)[0]))).x +
w_ref_tr * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + (get_image_dim(image_ref)[0]) + 1) % get_image_dim(image_ref)[0], ((ref_element_addr + (get_image_dim(image_ref)[0]) + 1) / get_image_dim(image_ref)[0]))).x +
w_ref_bl * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + (get_image_dim(image_ref)[0]) * 2) % get_image_dim(image_ref)[0], ((ref_element_addr + (get_image_dim(image_ref)[0]) * 2) / get_image_dim(image_ref)[0]))).x +
w_ref_br * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + (get_image_dim(image_ref)[0]) * 2 + 1) % get_image_dim(image_ref)[0], ((ref_element_addr + (get_image_dim(image_ref)[0]) * 2 + 1) / get_image_dim(image_ref)[0]))).x)
-(w_ref_tl * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + (-get_image_dim(image_ref)[0])) % get_image_dim(image_ref)[0], ((ref_element_addr + (-get_image_dim(image_ref)[0])) / get_image_dim(image_ref)[0]))).x +
w_ref_tr * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + (1 - get_image_dim(image_ref)[0])) % get_image_dim(image_ref)[0], ((ref_element_addr + (1 - get_image_dim(image_ref)[0])) / get_image_dim(image_ref)[0]))).x +
w_ref_bl * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + 0) % get_image_dim(image_ref)[0], ((ref_element_addr + 0) / get_image_dim(image_ref)[0]))).x +
w_ref_br * read_imageui(image_ref, sampler, (int2) ((ref_element_addr + 1) % get_image_dim(image_ref)[0], ((ref_element_addr + 1) / get_image_dim(image_ref)[0]))).x));
// compute residual
int2 px_curtl = (int2)( cur_element_addr % get_image_dim(image_cur)[0], cur_element_addr / get_image_dim(image_cur)[0]);
int2 px_curtr = (int2)((cur_element_addr + 1) % get_image_dim(image_cur)[0], (cur_element_addr + 1) / get_image_dim(image_cur)[0]);
int2 px_curbl = (int2)((cur_element_addr + (get_image_dim(image_cur)[0])) % get_image_dim(image_cur)[0], (cur_element_addr + (get_image_dim(image_cur)[0])) / get_image_dim(image_cur)[0]);
int2 px_curbr = (int2)((cur_element_addr + (get_image_dim(image_cur)[0]) + 1) % get_image_dim(image_cur)[0], (cur_element_addr + (get_image_dim(image_cur)[0]) + 1) / get_image_dim(image_cur)[0]);
// compute residual
int2 px_curtl = (int2)( cur_element_addr % get_image_dim(image_cur)[0], cur_element_addr / get_image_dim(image_cur)[0]);
int2 px_curtr = (int2)((cur_element_addr + 1) % get_image_dim(image_cur)[0], (cur_element_addr + 1) / get_image_dim(image_cur)[0]);
int2 px_curbl = (int2)((cur_element_addr + (get_image_dim(image_cur)[0])) % get_image_dim(image_cur)[0], (cur_element_addr + (get_image_dim(image_cur)[0])) / get_image_dim(image_cur)[0]);
int2 px_curbr = (int2)((cur_element_addr + (get_image_dim(image_cur)[0]) + 1) % get_image_dim(image_cur)[0], (cur_element_addr + (get_image_dim(image_cur)[0]) + 1) / get_image_dim(image_cur)[0]);
float res = value - w_cur_tl * read_imageui(image_cur, sampler, px_curtl).x + w_cur_tr * read_imageui(image_cur, sampler, px_curtr).x +
w_cur_bl * read_imageui(image_cur, sampler, px_curbl).x + w_cur_br * read_imageui(image_cur, sampler, px_curbr).x;
// used to compute scale for robust cost
e += fabs(res);
// robustification
float weight = res/scale_; //1.48f * vk::getMedian(errors)
chi_ += pow(res,2) * weight;
float3 j_row0 = (float3)((dx * frame_jac[0]), (dx * frame_jac[1]), (dx * frame_jac[2]));
float3 j_row1 = (float3)((dy * frame_jac[3]), (dy * frame_jac[4]), (dy * frame_jac[5]));
float3 J = (j_row0 + j_row1) * (F_X / scale);
compute_hessain(J, &Hessian[f*9], weight);
Jacobian[f] -= J * res * weight;
float res = value - w_cur_tl * read_imageui(image_cur, sampler, px_curtl).x + w_cur_tr * read_imageui(image_cur, sampler, px_curtr).x +
w_cur_bl * read_imageui(image_cur, sampler, px_curbl).x + w_cur_br * read_imageui(image_cur, sampler, px_curbr).x;
// used to compute scale for robust cost
e += fabs(res);
// robustification
float weight = res/scale_; //1.48f * vk::getMedian(errors)
chi_ += pow(res,2) * weight;
float3 j_row0 = (float3)((dx * frame_jac[0]), (dx * frame_jac[1]), (dx * frame_jac[2]));
float3 j_row1 = (float3)((dy * frame_jac[3]), (dy * frame_jac[4]), (dy * frame_jac[5]));
float3 J = (j_row0 + j_row1) * ((float)F_X / scale);
compute_hessain(J, &Hessian[f*9], weight);
Jacobian[f] -= J * res * weight;
}
}
errors[f] = e / pow(PATCH_SIZE,2.0);
chi[f]=chi_;
}
GPU_version/vio/launch/Px30.launch
+1 -1
View File
@@ -1,6 +1,6 @@
<launch>
<!-- node pkg="vio" type="vio" name="vio" clear_params="true" output="screen"/ -->
<node pkg="vio" type="vio" name="vio" clear_params="true" output="screen"/>
<!-- Camera topic to subscribe to -->
<param name="vio/cam_topic" value="/CoreNode/grey_img" type="str" />
GPU_version/vio/param/vo_fast.yaml
+1 -1
View File
@@ -5,7 +5,7 @@ svo:
quality_min_fts: 10 #If the number of tracked features drops below this threshold. Tracking quality is bad.
quality_max_drop_fts: 90 #If within one frame, this amount of features are dropped. Tracking quality is bad.
init_min_tracked: 100
init_min_disparity: 60
init_min_disparity: 40
structureoptim_max_pts: 50
kfselect_mindist: 0.01
poseoptim_thresh: 4.0
GPU_version/vio/src/frame_handler_mono.cpp
+3 -3
View File
@@ -148,7 +148,7 @@ FrameHandlerBase::UpdateResult FrameHandlerMono::processSecondFrame()
map_.addKeyframe(new_frame_);
stage_ = STAGE_DEFAULT_FRAME;
klt_homography_init_->reset();
SVO_INFO_STREAM("Init: Selected second frame, triangulated initial map.");
SVO_INFO_STREAM("Init: triangulated initial map. Vio is starting ...");
return RESULT_IS_KEYFRAME;
}
@@ -164,12 +164,12 @@ FrameHandlerBase::UpdateResult FrameHandlerMono::processFrame()
if(img_align.run(last_frame_, new_frame_)==0)return RESULT_FAILURE;
//assert (false);
reprojector_.reprojectMap(new_frame_, overlap_kfs_);
/*
std::cout<<"Reprojection Map nPoint: "<<overlap_kfs_.back().second
<<"\tnCell: "<<reprojector_.n_trials_<<"\t nMatches: "<<reprojector_.n_matches_
<<"\t distance between two frames: "<<
(last_frame_->T_f_w_.se2().translation()-new_frame_->T_f_w_.se2().translation()).norm()<<'\n';
*/
size_t sfba_n_edges_final=0;
double sfba_thresh, sfba_error_init, sfba_error_final;
pose_optimizer::optimizeGaussNewton(
GPU_version/vio/src/sparse_img_align_gpu.cpp
+5 -3
View File
@@ -128,8 +128,10 @@ int SparseImgAlignGpu::solve()
J[0].y -= J[i].y;
J[0].z -= J[i].z;
}
double Hd[9]={};
double Jd[3]={};
double Hd[9]={(double)H[0],(double)H[1],(double)H[2],
(double)H[3],(double)H[4],(double)H[5],
(double)H[6],(double)H[7],(double)H[8]};
double Jd[3]={(double)J[0].x,(double)J[0].y,(double)J[0].z};
x_ = Eigen::Matrix<double,3,3>(Hd).ldlt().solve(Eigen::Vector3d(Jd[0],Jd[1],Jd[2]));
if((bool) std::isnan((double) x_[0]))
return 0;
@@ -140,7 +142,7 @@ void SparseImgAlignGpu::update()
/// TODO the update situation may have a smarter solution
cl_float3 pos[1]={0.0,0.0,0.0};
residual_->read(1,2,pos);
Sophus::SE2 update = Sophus::SE2(pos[0].z,Eigen::Vector2d(pos[0].x,pos[0].y)) * Sophus::SE2::exp(-0.5*x_);
Sophus::SE2 update = Sophus::SE2(pos[0].z,Eigen::Vector2d(pos[0].x,pos[0].y)) * Sophus::SE2::exp(-1.0*x_);
pos[0].x=(float)update.translation()(0);
pos[0].y=(float)update.translation()(1);
pos[0].z=(float)atan(update.so2().unit_complex().imag()/update.so2().unit_complex().real());