This is the second part of a series of three video lectures where we show that the Kalman Filter admits a MAP (maximum a posteriori) interpretation. In the p...
This is the second part of a series of three video lectures where we show that the Kalman Filter admits a MAP (maximum a posteriori) interpretation. In the p...
Please watch the updated 2022 version of this video instead! Available via this playlist:
Definition of maximum a posteriori (MAP) estimates, and a discussion of pros/cons. A playlist of these Machine Learning videos is available here:
Everything is unknown! Both parameters of a Normal/Gaussian need prior knowledge in order to be regularized. This video presents how. Here are the notes: htt...
How to measure area in Google Maps without doing any calculations. This can also be used to measure your property field/plot. Feel free to watch my other Goo...
TMLR 2023 paper Neural Monge map estimation and its applications by Jiaojiao Fan, Shu Liu, Shaojun Ma, Hao-min Zhou, Yongxin Chen
This is a MATLAB implementation of the paper, "LIME: Low-Light Image Enhancement via Illumination Map Estimation". It has been done as a course Capstone proj...
Google Maps Now Helps You Save On Fuel Costs With This New Feature: How It WorksGoogle Maps has become the de facto navigation app for most people. It is cap...
MAP Estimator and Bayesian Inference. Updating our ignorence about a parameter uing data is illustarted through a coin tossing example and that is used to ma...
This video provides some intuition around Pose Graph Optimization—a popular framework for solving the simultaneous localization and mapping (SLAM) problem in...
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How to Easily Measure Lawn Area Using Google MapsGoogle Maps
Video presentation at the IEEE International Workshop on Machine Learning for Signal Processing (MLSP), 2020.
We discuss how to estimate partial derivatives from a contour map and what the results mean.
Probability Bites Lesson 65Maximum A Posteriori (MAP) EstimationRich RadkeDepartment of Electrical, Computer, and Systems EngineeringRensselaer Polytechnic I...
Subtitle: ENMidjourney generated Image into 3D using Monocular Depth Estimation - Marigold / Stable DiffusionMarigold (GitHub)
Marigold is a finetunning of stable diffusion for monodepth. This algorithm is an amazingly flexible for synthetic data. This can be used to create high qual...
Dual role of a-posteriori pdf is illustrated here. (1) To derive MAP estimator, (2) For Bayesian inference (Prediction) of future events.
#mle #parameterestimation #machinelearningmle or maximum likelihood estimation is a method to estimate the parameter of a statistical model by maximizing the...
How to Check Uber Price Before Ordering (Uber Estimate). In this video, we will talk about how to check Uber price before ordering. How to check Uber price b...
This video showcases the 2024 presidential election between Joe Biden and Donald Trump solely based on current polling in each individual state.Polling aggre...
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Presentation for 2023 IEEE International Ultrasonics Symposium (IUS)S. Salari, A. Rasoulian, H. Rivaz and Y. Xiao, "Dense Error Map Estimation for MRI-Ultras...
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Shumian Xin (Carnegie Mellon University); Neal Wadhwa (Google Research); Tianfan Xue (Google Research); Jonathan T. Barron (Google Research); Pratul P. Srini...
EM (Expectation-Maximization) can also be applied to MAP (maximum a posteriori) estimation, with a minor modification of the MLE procedure.
A brief introduction to the process of calculating the average gradient between two points on a topographic map. Additional science videos and resources at: ...
This video details what is meant by an estimator, and what its significance is in applied econometrics. Check out
How to calculate the volume of Dam reservoir using ArcGISCreate TIN, DEM and Slope from Contour Line by ArcGIS.Link video
In this video, I will go over how to use AI depth map using a single camera with MiDaS. I will talk about some of the different models available and the trad...
Abstract:Trunk diameter is related to the overall health and level of carbon sequestration in a tree. Trunk diameter measurement, therefore, is a key task in...
This video will help you to create a mean annual rainfall map and to estimate the rainfall erosivity factor (R-Factor) using ArcGIS #RemoteSensing #gis #geo...
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