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Must Read Papers

This repository contains some very nice and important papers in Computer Vision

List of papers

[ ] Richard Hartley, In Defense of the Eight-Point Algorithm.

[ ] Kristen Grauman, The Pyramid Match Kernel: Discriminative Classification with Sets of Image Features.

[ ] Bill Triggs, Bundle Adjustment - A Modern Synthesis.

[ ] Désiré Sidibé, Bag-of-Words Representation: Principles and Algorithms.

[ ] Quoc V. Le, Andrew Y. Ng Building High-level Features Using Large Scale Unsupervised Learning.

[ ] Bolei Zhou, Object Detectors Emerge in Deep Scene Cnns.

[ ] Jiaolong Yang, Go-ICP: Solving 3D Registration Efficiently and Globally Optimally.

[ ] Hongdong Li, The 3D-3D Registration Problem Revisited.

Name		Name	Last commit message	Last commit date
Latest commit History 7 Commits
.gitignore		.gitignore
3D Modeling on the Go: Interactive 3D Reconstruction of Large-Scale Scenes on Mobile Devices.pdf		3D Modeling on the Go: Interactive 3D Reconstruction of Large-Scale Scenes on Mobile Devices.pdf
A Fast Local Descriptor for Dense Matching tolaLF_cvpr08.pdf		A Fast Local Descriptor for Dense Matching tolaLF_cvpr08.pdf
Accurate, Dense, and Robust Multi-View Stereopsis Yasutaka Furukawa and Jean Ponce.pdf		Accurate, Dense, and Robust Multi-View Stereopsis Yasutaka Furukawa and Jean Ponce.pdf
Automatic detection of pole-like structures in 3D urban environments.pdf		Automatic detection of pole-like structures in 3D urban environments.pdf
Autonomous Multi-Floor Indoor Navigation with a Computationally Constrained MAV.pdf		Autonomous Multi-Floor Indoor Navigation with a Computationally Constrained MAV.pdf
BFV_jmiv.pdf		BFV_jmiv.pdf
Bag-of-Words Representation: Principles and Algorithms.pdf		Bag-of-Words Representation: Principles and Algorithms.pdf
Bolei Zhou, OBJECT DETECTORS EMERGE IN DEEP SCENE CNNS iclr2015.pdf		Bolei Zhou, OBJECT DETECTORS EMERGE IN DEEP SCENE CNNS iclr2015.pdf
Bundle Adjustment - A Modern Synthesis Bill Triggs 99.pdf		Bundle Adjustment - A Modern Synthesis Bill Triggs 99.pdf
Bundle_Adjustment_in_Large.pdf		Bundle_Adjustment_in_Large.pdf
Chen_Large_Displacement_Optical_2013_CVPR_paper.pdf		Chen_Large_Displacement_Optical_2013_CVPR_paper.pdf
Comprehensive Survey on Distance_Similarity Measures between Probability Density Functions.pdf		Comprehensive Survey on Distance_Similarity Measures between Probability Density Functions.pdf
Detailed Real-Time Urban 3D Reconstruction from Video Marc Pollefeys.pdf		Detailed Real-Time Urban 3D Reconstruction from Video Marc Pollefeys.pdf
EpipolarGeometry.pdf		EpipolarGeometry.pdf
FILTERING OF POINT CLOUDS FILTERING OF POINT CLOUDS isprsarchives-XL-5-615-2014.pdf		FILTERING OF POINT CLOUDS FILTERING OF POINT CLOUDS isprsarchives-XL-5-615-2014.pdf
Fast spectral algorithms from sum-of-squares proofs.pdf		Fast spectral algorithms from sum-of-squares proofs.pdf
Fast spectral algorithms from sum-of-squares proofs: tensor decomposition and planted sparse vectors.pdf		Fast spectral algorithms from sum-of-squares proofs: tensor decomposition and planted sparse vectors.pdf
Four graph partitioning algorithms.pdf		Four graph partitioning algorithms.pdf
GeomMech2.pdf		GeomMech2.pdf
Go-ICP: Solving 3D Registration Efficiently and Globally Optimally_Yang_2013_ICCV.pdf		Go-ICP: Solving 3D Registration Efficiently and Globally Optimally_Yang_2013_ICCV.pdf
Graph-based variational optimization and applications in computer vision - thesis.pdf		Graph-based variational optimization and applications in computer vision - thesis.pdf
Guided_Image_Filtering.pdf		Guided_Image_Filtering.pdf
In Defense of the Eight-Point Algorithm Richard Hartley.pdf		In Defense of the Eight-Point Algorithm Richard Hartley.pdf
Interacting Multiview Tracker pami15_imt_opt.pdf		Interacting Multiview Tracker pami15_imt_opt.pdf
Levenberg–Marquardt algorithm_handout.pdf		Levenberg–Marquardt algorithm_handout.pdf
MachineLearningSlides.pdf		MachineLearningSlides.pdf
MatrixRecipes.pdf		MatrixRecipes.pdf
NFEM.AppA.pdf		NFEM.AppA.pdf
NUS-PRO: A New Visual Tracking Challenge pami15_nus_pro.pdf		NUS-PRO: A New Visual Tracking Challenge pami15_nus_pro.pdf
Newton’s method optimization.pdf		Newton’s method optimization.pdf
PhD_Thesis_Writing_Skills.pdf		PhD_Thesis_Writing_Skills.pdf
PiecewiseRigidSceneFlow_Vogel_IJCV_2015.pdf		PiecewiseRigidSceneFlow_Vogel_IJCV_2015.pdf
Pollefeys_UrbanReconstruction07.pdf		Pollefeys_UrbanReconstruction07.pdf
Quoc V. Le, Andrew Y. Ng Building High-level Features Using Large Scale Unsupervised Learning unsupervised_icml2012.pdf		Quoc V. Le, Andrew Y. Ng Building High-level Features Using Large Scale Unsupervised Learning unsupervised_icml2012.pdf
README.md		README.md
README.md~		README.md~
Real-Time Direct Dense Matching on Fisheye Images Using Plane-Sweeping Stereo hane2014.pdf		Real-Time Direct Dense Matching on Fisheye Images Using Plane-Sweeping Stereo hane2014.pdf
Real-Time Plane-Sweeping Stereo with Multiple Sweeping Directions.pdf		Real-Time Plane-Sweeping Stereo with Multiple Sweeping Directions.pdf
Representing Attitude: Euler Angles, Unit Quaternions, and Rotation.pdf		Representing Attitude: Euler Angles, Unit Quaternions, and Rotation.pdf
Robust_computer_vision_Theory_and_applications.pdf		Robust_computer_vision_Theory_and_applications.pdf
Rotation-formalisms-in-three-dimensions.pdf		Rotation-formalisms-in-three-dimensions.pdf
The 3D-3D Registration Problem Revisited_ICCV_RichadHarley.pdf		The 3D-3D Registration Problem Revisited_ICCV_RichadHarley.pdf
The Pyramid Match Kernel_grauman_darrell_iccv05.pdf		The Pyramid Match Kernel_grauman_darrell_iccv05.pdf
Theory of Matrices chap5.pdf		Theory of Matrices chap5.pdf
Yang_Saliency_Detection_via_2013_CVPR_paper.pdf		Yang_Saliency_Detection_via_2013_CVPR_paper.pdf
haider2015.pdf		haider2015.pdf
iccv11_depthmapupsampling.pdf		iccv11_depthmapupsampling.pdf
matrixcookbook.pdf		matrixcookbook.pdf
recent_advances_in_image_deblurring.pdf		recent_advances_in_image_deblurring.pdf
triangulation_richardHarley.pdf		triangulation_richardHarley.pdf
wang_chieh_chih_2007_1.pdf		wang_chieh_chih_2007_1.pdf

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