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Averaging segments
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Introduction\n",
"\n",
"There was a [GPS trajectory averaging challenge from the UEF Machine Learning group](http://cs.uef.fi/sipu/segments/). It seemed like a manageable and interesting little project, so I looked at it.\n",
"\n",
"They supplied normalized trajectory training data in coordintates. The coordinates of the trajectories were 2D points with both x and y range from 0 to 1.\n",
"\n",
"There are 100 sample groups and each group contains 3+ trajectories consisting of 2+ points. I am guessing the trajectories were actually measured GPS coords from user devices. The real trajectory or path from Openstreetmaps is also given.\n",
"\n",
"The task was to produce an average trajectory from the input samples, best approximating the true route.\n",
"\n",
"## Input data\n",
"\n",
"This is an example of a sample group with 12 trajectories. \n",
"\n",
"```\n",
"1. segment:\n",
" x: [0. 0.44 0.55]\n",
" y: [0.46 0.35 0.2 ]\n",
"2. segment:\n",
" x: [0.18 0.29 0.38 0.46 0.53 0.62 0.72]\n",
" y: [0.32 0.28 0.24 0.2 0.16 0.14 0.09]\n",
"3. segment:\n",
" x: [0.23 0.33 0.39 0.52]\n",
" y: [0.43 0.27 0.2 0.06]\n",
"4. segment:\n",
" x: [0.77 0.62 0.49 0.35 0.2 ]\n",
" y: [0.25 0.3 0.36 0.43 0.49]\n",
"5. segment:\n",
" x: [0.77 0.59 0.43 0.28]\n",
" y: [0.43 0.46 0.51 0.58]\n",
"6. segment:\n",
" x: [0.81 0.68 0.55 0.42 0.33]\n",
" y: [0.28 0.36 0.42 0.49 0.59]\n",
"7. segment:\n",
" x: [0.21 0.33 0.45 0.57 0.69 0.81]\n",
" y: [0.41 0.36 0.31 0.27 0.26 0.28]\n",
"8. segment:\n",
" x: [1. 0.91 0.81 0.69 0.55 0.42 0.29]\n",
" y: [0.68 0.75 0.81 0.85 0.87 0.9 0.92]\n",
"9. segment:\n",
" x: [0.84 0.72 0.59 0.45 0.23]\n",
" y: [0.32 0.36 0.4 0.45 0.57]\n",
"10. segment:\n",
" x: [0.17 0.27 0.39 0.5 0.58 0.62]\n",
" y: [0.57 0.58 0.52 0.47 0.37 0.25]\n",
"11. segment:\n",
" x: [0.09 0.18 0.25 0.32 0.4 0.5 0.6 ]\n",
" y: [0.28 0.24 0.2 0.16 0.11 0.06 0. ]\n",
"12. segment:\n",
" x: [0.7 0.59 0.47 0.35 0.23]\n",
" y: [0.24 0.31 0.35 0.41 0.46]\n",
"```\n",
"\n",
"Visually, it's (Green are the measured trajectories and black is the truth from OpenStreetMap):"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 12,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Image(\"basic.png\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Implementation\n",
"\n",
"I wrote it in Python 3. The only dependency is numpy. I used the numpy array operations wherever possible. I use a lot of the `linalg.norm` function, which is useful for computing eucledian distance.\n",
"\n",
"My first idea was just to fit all the points by least squares and get intercept and slope of regression line. That had several problems:\n",
"* the trajectories might be vertical, causing the slope reach infinity (this could be fixed with converting it to angle with arctan)\n",
"* sometimes the trajectories and the true path curve - linear regression will not capture the curvature\n",
"* slope and intercept don't capture length, obviously an important factor of a geographical trajectory\n",
"\n",
"I had to think harder to properly average arbitrary line segments. I came up with following. This is done for each sample group:\n",
"* Align the lines, so that they have the same direction (more on alignment below).\n",
"* Drop outliers (more on outlier detection below)\n",
"* Find median of the number of points in a line a sample group\n",
"* Define evenly linearly spaced list of `<median>` offsets, from 0 to 1. E.g. if the median of the numberof points was 6, the list of 6 offsets would be \n",
" \\[0, .2, .4. .6. .8. 1\\]\n",
"* Find points on every segment in a group, for each of the offsets, and average the points on correspoding offsets. The averages are points in 2d.\n",
"* (2 previous bulletpoints are done in class Traj in my code)\n",
"* Line consisting of the offset averages is the average of all the trajectories in the sample group.\n",
"* Simplify the result line, i.e. drop points which don't add to curvature of the line. I use https://en.wikipedia.org/wiki/Ramer–Douglas–Peucker_algorithm for that.\n",
"\n",
"The image below illustrates average of 2 (blue) lines. First line has 16 points (15 segments), second has 14 points (13 segments). Median is 15 points - we define offset array `np.linspace(0,1,15)` and we get points on both of the lines on those offsets. 0 is the beginning and 1 is the end of the line. We then average the points, and we get 15-points which, when joined, give the average line (red).\n",
"\n",
"I later found out that it's generally helpful to use more sample offsets that just the median. I use `median*10`.\n"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Image(\"warp.png\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"My averaging is maybe too similar to https://en.wikipedia.org/wiki/Dynamic_time_warping. However, I wrote the code unaware of DTW.\n",
"\n",
"My solution is not perfect, there are cases where it will not work well, but to tune further, I would need more training data.\n",
"\n",
"Class Traj implements the offset evaluation. "
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"class Traj:\n",
" def __init__(self,xsys):\n",
" xs, ys = xsys\n",
" self.xs = np.array(xs)\n",
" self.ys = np.array(ys)\n",
" self.xd = np.diff(xs)\n",
" self.yd = np.diff(ys)\n",
" self.dists = np.linalg.norm([self.xd, self.yd],axis=0)\n",
" self.cuts = np.cumsum(self.dists)\n",
" self.d = np.hstack([0,self.cuts])\n",
"\n",
" # getPoints gets coordinates of offsets, e.g. for line [0,0][1,0][1,1] and offsets [.3, .7] would\n",
" # return [.6,0][1,.4]. \n",
" # Resp. it would return [.6,1],[0,.4] becaseu x and y coords are returned\n",
" # separate arrays (to make the numpy operations more effective)\n",
" def getPoints(self, offsets):\n",
" offdists = offsets * self.cuts[-1]\n",
" ix = np.searchsorted(self.cuts, offdists)\n",
" offdists -= self.d[ix]\n",
" segoffs = offdists/self.dists[ix]\n",
" x = self.xs[ix] + self.xd[ix]*segoffs\n",
" y = self.ys[ix] + self.yd[ix]*segoffs\n",
" return x,y\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"function getAvg implements the average of all lines in a group. `dismax` is max z-score for distance and `lenlim` is a tuple for (min_zscore_for_length, max_zscore_for_length). `eps` is epsilon for the Ramer–Douglas–Peucker algorithm (line smoothening factor).\n",
"\n",
"If less than 5 lines are filtered based on the z-score threshold, the algorithm instead picks up to 4 lines closest to the center for averaging."
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
" def getAvg(self, dismax, lenlim, eps):\n",
" self.eps = eps\n",
" self.endpoints() \n",
" self.getFiltered(dismax, lenlim)\n",
"\n",
" if len(self.filtix)<5:\n",
" nbest = 4\n",
" distrank = np.argsort(self.d)\n",
" self.disoutix = distrank[nbest:] \n",
" self.lenoutix = []\n",
" self.filtix = distrank[:nbest]\n",
" filtered = [self.trajs[i] for i in self.filtix]\n",
" trajLen = median([len(t.xs) for t in filtered])\n",
" offs = np.linspace(0,1,trajLen*10)\n",
" xm = []\n",
" ym = []\n",
" for t in filtered:\n",
" xs, ys = t.getPoints(offs) \n",
" xm.append(xs)\n",
" ym.append(ys)\n",
" self.xp, self.yp = zip(*rdp(list(zip(np.mean(xm, axis=0),np.mean(ym, axis=0))), eps))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Evaluating - measuring error\n",
"\n",
"The training data contain ground truth, so it's good to define a way to measure solution error - some sort of distance between my aproximation and the true route.\n",
"\n",
"Even though this task deals only with line segments, it's not so straightforward how to measure error. The lines can have different number of segments and they can be oriented wrong. I came up with following error measure:\n",
"* make sure the 2 lines are oriented the same\n",
"* to ensure we have same amount of segment, find 10 equally spaced points on the segments. Now we deal with 2 10-segment lines.\n",
"* find distance between each pair of points and sum it -> that is out error\n",
"\n",
"I used the distance error also in outlier detection. \n",
"\n",
"In code:"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"\n",
"# error between 2 segments: [x1,y1] and [x2,y2]\n",
"def disterr(x1,y1, x2, y2):\n",
" sd = np.array([x1[0]-x2[0],y1[0]-y2[0]])\n",
" ed = np.array([x1[0]-x2[-1],y1[0]-y2[-1]])\n",
" # flip the 2nd line, if the lines are oriented differently\n",
" if np.linalg.norm(sd) > np.linalg.norm(ed):\n",
" x2 = np.flip(x2)\n",
" y2 = np.flip(y2)\n",
"\n",
" offs = np.linspace(0,1,10)\n",
" # Traj.getPoints() gets points from a line on given offsets\n",
" xrs1, yrs1 = Traj((x1,y1)).getPoints(offs)\n",
" xrs2, yrs2 = Traj((x2,y2)).getPoints(offs)\n",
" return np.sum(np.linalg.norm([xrs1-xrs2, yrs1-yrs2],axis=0))\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Outlier Detection\n",
"\n",
"The goal of outlier detection is to eliminate samples which are not believed to be helpful to proper approximation. If a line segment in a group is totally off, it's probably not going to contribute to a good approximation solution. I tried a couple of measures:\n",
"\n",
"* slope and intercept of least-squares regression line - This proved not robust enough, there are curved segments in the training.\n",
"* length of the line\n",
"* distance of a center of a line from the center of the average of all the lines\n",
"* curvature of the line - the extent of how straight or curved it is\n",
"* the `disterr` (from previous code) distace from \"raw average\" line of a segment. A \"raw avergage\" line is an average line without any outlier drop. Then, compute the `disterr` distances for each line in a group and drop those too far away\n",
"\n",
"The idea is to find the most extreme values and throw them away. To define the throwaway threshold, I needed to use some normalized statistic measure. I thought about percentile, but then I learned about z-score. Z-score of a value from a distribution shows how extreme the value is. It's normalized in standard deviation units, so it's possible to use same limits for various measures. \n",
"\n",
"I picked only `length` and the `disterr` line distance in the end, the other measures didn't contribute much further. I pass the upper limit for distacne z-score and lower and upper limit for length z-scores to the averaging method listed above.\n",
"\n",
"Following images illustrate outlier detection. The left image has length zscore limit (-1, 1) in cyan, and distance zscore limit (-9, .3) in green. The length limit says that lines shorter than 1 stddev from average length, and longer than 1 stddev from average length' will not be considered in solution. The distance limit says that lines with center further than 0.3 stddev from the center will not be considered in solution. The lower limit for distance is not considered - there's no issue for lines too close to the center.\n",
"\n",
"Relaxing the limits for outlier can lead to worse solution. The right image has zscore limits (-1.5,1) for length, and (-9,2) for distance. The error is larger and it's also visually worse.\n",
"\n",
"* green - lines dropped for distance extremity\n",
"* cyan - lines dropped for length extremity\n",
"* blue - lines used for approximation\n",
"* red - approximation\n",
"* black - truth\n"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 17,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Image(\"outl.png\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Alignment of orientation\n",
"\n",
"The line segments in a group can have different orientation. This is very hard to understand from simple visualization, but with the offset averaging, it will soon start to show that the direction of the line segments must be aligned to work as expected. To illustrate the problem, following image shows how the line average is wrong for wrong orientation of 2 lines. On the left is the expected solution and on the right is the average of counter-oriented lines."
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<IPython.core.display.Image object>"
]
},
"execution_count": 18,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"Image(\"ori.png\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"\n",
"To align the lines, I use a simplified 2-cluster K-means (\"2-means\" would probably be the proper term) algorithm, to find 2 clusters of endpoints - the two clusters are then used for orientiation.\n",
"\n",
"First I compile list of termination points - 2 for each line in the proper order, so that it's \\[startpoint\\[l\\] for l in lines\\] ++ \\[endpoint\\[l\\] for l in lines\\]. The length of the list is 2\\*len(lines).\n",
"\n",
"Then I initialize 2 clusters with startpoint and endpoint of the first line (guaranteeing that the clusters contain different ends of measured trajectory). Then, based on distances to the center of the clusters, I label the (start- and end-) points, and then give it 10 more iterations, recalculating centers of the clusters, and relabeling accordingly.\n",
"\n",
"In the end, I flip all the lines which have label \"1\" for startpoint. It's done only for the first half of the label list, because the second half are endpoints."
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {},
"outputs": [],
"source": [
" def align(self):\n",
" cs = np.array([[self.trajs[0].xs[0],self.trajs[0].xs[-1]],\n",
" [self.trajs[0].ys[0],self.trajs[0].ys[-1]]])\n",
" xs = np.hstack([t.xs[0] for t in self.trajs] + [t.xs[-1] for t in self.trajs])\n",
" ys = np.hstack([t.ys[0] for t in self.trajs] + [t.ys[-1] for t in self.trajs])\n",
" clabs = []\n",
" oldclabs = []\n",
" for j in range(10):\n",
" for i in range(len(xs)):\n",
" ap = np.array([[xs[i]],[ys[i]]])\n",
" dists = np.linalg.norm(ap - cs, axis=0)\n",
" clabs.append(np.argmin(dists))\n",
" cx = np.array([\n",
" np.mean(xs[np.where(np.array(clabs)==0)]),\n",
" np.mean(xs[np.where(np.array(clabs)==1)])])\n",
" cy = np.array([\n",
" np.mean(ys[np.where(np.array(clabs)==0)]),\n",
" np.mean(ys[np.where(np.array(clabs)==1)])])\n",
" if oldclabs == clabs:\n",
" break\n",
" oldclabs = clabs\n",
" clabs = []\n",
" for i,l in enumerate(clabs[:len(clabs)//2]):\n",
" if l == 1:\n",
" oldT = self.trajs[i]\n",
" reversedTraj = (np.flip(oldT.xs), np.flip(oldT.ys))\n",
" self.trajs[i] = Traj(reversedTraj)\n",
" \n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Tuning parameters\n",
"\n",
"My solution is essentially an algorithm with following parameters:\n",
"* `dismax` - z-score upper limit for distance\n",
" * The higher this is, the more distant lines will be considered for averaging\n",
" * part of outlier detection\n",
"* `lenlim` - is a tuple for lower and upper limit for z-score of line length\n",
" * The wider this interval gets, the more short resp. longer lines (in context of the line length distribution) will be considered for the averaging)\n",
" * part of outlier detection\n",
"* `eps` - line smoothing factor for Ramer–Douglas–Peucker algorithm - the higher this is, the less segments a line will contain\n",
" * setting `eps` too high will result in oversimplified lines, and will hurt approximation of curved trajectories\n",
" * setting `eps` too low will make straight trajectories unnecessary complex\n",
"\n",
"Since I wrote my own error measure, I could write a parameter search - in essence trying to find the parameter configuration where the sum of errors over all the sample groups is lowest. \n",
"\n",
"I realized that in the training dataset, there's a couple of sample groups where the measured trajectories obviously can't give a proper solution, and so, optimizing parameters for these had very little sense. I excluded those bad sample groups, and tuned the parameters only on \"healthy\" sample groups.\n",
"\n",
"These were the parameters I submitted in my solution:\n",
"\n",
"* `dismax`: 2.13\n",
"* `lenlim`: (-1.23,1.8129)\n",
"* `eps`: 0.0755\n",
"\n",
"dismax and lenlim are thresholds for z-score of samples from a sample group, they are units of standard deviation.\n",
"\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Conclusion\n",
"\n",
"There is not enough of the training data to design a good averaging solution. Also, it's hard to measure the quality of the approximation when certain segment groups obviously off the correct trajectory. However, I understand this is a real world world problem, and IRL data are not perfect.\n",
"\n",
"I experimentally found good values for the outlier detection. They are in the `seg.py` solution script."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Following picutre shows solutions in segment groups. Colors are\n",
"* black - ground truth\n",
"* red - average - my solution\n",
"* blue - lines used in solution\n",
"* green - lines dropped for being too far from the midline\n",
"* cyan - lines droppped for being too long or too short\n",
"* magenta - lines dropped for both reasons\n",
"\n",
"The text below each picture says its number, `disterr` error of my solution from ground truth, total number of lines in a group, number of lines filtered for averaging, number of dropped lines."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"scrolled": false
},
"outputs": [
{
"data": {
"image/png": 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woodwm commented Jan 12, 2021

@t0mk Hi, Is it possible to publish a version that is executable? The current version lacks the implementation of self.getFiltered(dismax, lenlim) and the mentioned seg.py file.

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t0mk commented Jan 20, 2021

Hi @woodwm, I found the code, it's here https://github.com/t0mk/seg/blob/master/seg2.py

The repo is a mess, but the seg2.py should be executable.

Hope It Helps

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