Visual simultaneous localization and mapping: a survey

• Aguilar W, Frauel Y, Escolano F et al (2009) A robust graph matching for non-rigid registration. Image Vis Comput 27(7): 897–910

  Article  Google Scholar 

• Andrade J, Sanfeliu A (2002) Concurrent map building and localization with landmark validation. In: Proceedings of the 16th IAPR international conference on pattern recognition, vol 2, pp 693–696

• Angeli A, Doncieux S, Filliat D (2008) Real time visual loop closure detection. In: Proceedings of the IEEE international conference on robotics and automation

• Angeli A, Doncieux S, Meyer J (2009) Visual topological SLAM and global localization. In: Proceedings of the IEEE international conference on robotics and automation, pp 4300–4305

• Artieda J, Sebastian J, Campoy P et al (2009) Visual 3-D SLAM from UAVs. J Intell Robot Syst 55(4): 299–321

  Article  MATH  Google Scholar 

• Asmar D (2006) Vision-inertial SLAM using natural features in outdoor environments. Dissertation, University of Waterloo, Canada

• Auat C, Lopez N, Soria C, et al (2010) SLAM algorithm applied to robotics assistance for navigation in unknown environments. J Neuroeng Rehabil. doi:10.1186/1743-0003-7-10

• Bailey T, Durrant H (2006) Simultaneous localization and mapping (SLAM): Part II. IEEE Robot Autom Mag 13(3): 108–117

  Article  Google Scholar 

• Bay H, Tuytelaars T, Van L (2006) SURF: speeded up robust features. In: Proceedings of the European conference on computer vision

• Bazeille S, Filliat D (2010) Combining odometry and visual loop-closure detection for consistent topo-metrical mapping. RAIRO Int J Oper Res 44(4): 365–377

  Article  Google Scholar 

• Beis J, Lowe D (1997) Shape indexing using approximate nearest neighbour search in high-dimensional spaces. In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp 1000–1006

• Bogdan R, Sundaresan A, Morisset B et al (2009) Leaving flatland: efficient real-time three-dimensional perception and motion planning. J Field Robot. Special Issue on Three-Dimensional Mapping 26(10): 841–862

  Google Scholar 

• Bosse M, Newman P, Leonard J, et al (2003) An atlas framework for scalable mapping. In: Proceedings of the IEEE international conference on robotics and automation, pp 1899–1906

• Botterill T, Mills S, Green R (2010) Bag-of-words-driven single camera simultaneous localisation and mapping. J Field Robot 28(2): 204–226

  Article  Google Scholar 

• Bouguet (2010) Camera calibration toolbox for matlab. http://www.vision.caltech.edu/bouguetj/calib_doc/. Accesed 06 March 2012.

• Brown MZ, Burschka D, Hager G (2003) Advances in computational stereo. IEEE Trans Pattern Anal Mach Intell 25(8): 993–1008

  Article  Google Scholar 

• Cadena C, Gálvez-López D, Ramos F, et al (2010) Robust place recognition with stereo cameras. In: Proceedings of the IEEE international conference on intelligent robots and systems, pp 5182–5189

• Calonder M, Lepetit V, et al (2010) BRIEF: binary robust independent elementary features. In: Proceedings of the European conference on computer vision

• Cannons K (2008) A review of visual tracking. Technical report CSE-2008-07, York University, Department of Computer Science and Engineering

• Carrera G, Angeli A, Andrew D (2011) SLAM-based automatic extrinsic calibration of a multi-camera rig. In: Proceedings of the IEEE international conference on robotics and automation

• Castellanos J, Tardós JD, Neira J (2001) Multisensor fusion for simultaneous localization and map building. IEEE Trans Robot Autom 17(6): 908–914

  Article  Google Scholar 

• Ceriani S, Fontana G, Giusti A et al (2009) Rawseeds ground truth collection systems for indoor self-localization and mapping. J Auton Robots 27(4): 353–371

  Article  Google Scholar 

• Chatila R, Laumond J (1985) Position referencing and consistent world modeling for mobile robots. In: Proceedings of the IEEE international conference on robotics and automation,vol 2, pp 138–145

• Chekhlov D, Mayol W, Calway A (2007) Ninja on a plane: automatic discovery of physical planes for augmented reality using visual SLAM. In: Proceedings of the 6th IEEE and ACM international symposium on mixed and augmented reality, pp 1–4

• Chekhlov D, Mayol W, Calway A (2008) Appearance based indexing for relocalisation in real-time visual SLAM. In: Proceedings of the British machine vision conference, pp 363–372

• Chli M, Davison A (2008) Active matching. In: Proceedings of the European conference on computer vision: part I. doi:10.1007/978-3-540-88682-2_7

• Chli M, Davison A (2009) Active matching for visual tracking. Robot Autonom Syst 57(12): 1173–1187

  Article  Google Scholar 

• Ciganek B, Siebert J (2009) An introduction to 3D computer vision techniques and algorithms. Wiley, New York, pp 194–195

• Clemente L, Davison A, Reid I, et al (2007) Mapping large loops with a single hand-held camera. In: Proceedings of robotics: science and systems conference

• Collett M (2010) How desert ants use a visual landmark for guidance along a habitual route. In: Psychol Cogni Sci 107(25): 11638–11643

  Google Scholar 

• Cummins (2008) New college and city centre dataset. http://www.robots.ox.ac.uk/~mobile/IJRR_2008_Dataset. Accesed 06 March 2012

• Cummins M, Newman P (2008) FAB-MAP: probabilistic localization and mapping in the space of appearance. Int J Robot Res 27(6): 647–665

  Article  Google Scholar 

• Cyrill S (2009) Robotic mapping and exploration. Springer Tracts in Advanced Robotics, vol 55, ISBN: 978-3-642-01096-5

• Davison A (2003) Real-time simultaneous localisation and mapping with a single camera. In: Proceedings of the IEEE international conference on computer vision, vol2, pp 1403–1410

• Davison A, González Y, Kita N (2004) Real-time 3D SLAM with wide-angle vision. In: 5th IFAC/EURON symposium on intelligent autonomous vehicles

• Davison A, Reid I, Molton N (2007) MonoSLAM: real-time single camera SLAM. IEEE Trans Pattern Anal Mach Intell 29(6): 1052–1067

  Article  Google Scholar 

• Dufournaud Y, Schmid C, Horaud R (2004) Image matching with scale adjustment. Comput Vis Image Underst 93(2): 175–194

  Article  Google Scholar 

• Durrant H, Bailey T (2006) Simultaneous localization and mapping (SLAM): part I the essential algorithms. IEEE Robot Autom Mag 13(2): 99–110

  Article  Google Scholar 

• Eade E, Drummond T (2006a) Edge landmarks in monocular SLAM. In: Proceedings of the British machine vision conference

• Eade E, Drummond T (2006b) Scalable monocular SLAM. In: Proceedings of the IEEE conference on computer vision and pattern recognition, vol 1, pp 469–476

• Eade E, Drummond T (2008) Unified loop closing and recovery for real time monocular SLAM. In Proceedings of the British Machine vision conference

• Engels C, Stewénius H, Nistér D (2006) Bundle adjustment rules. In: Photogrammetric computer vision

• Fawcett T (2006) An introduction to ROC analysis. Pattern Recogn Lett 27(8): 861–874

  Article  MathSciNet  Google Scholar 

• Fraundorfer F, Engels C, Nister C (2007) Topological mapping, localization and navigation using image collections. In: Proceedings of the IEEE international conference on intelligent robots and systems, pp 3872–3877

• Frese U, Larsson P, Duckett T (2005) A multilevel relaxation algorithm for simultaneous localization and mapping. IEEE Trans Robot, pp 196–207, ISSN 1552-3098

• Frintrop S, Jensfelt P (2008) Attentional landmarks and active gaze control for visual SLAM. IEEE Trans Robot 24(5): 1054–1065

  Article  Google Scholar 

• Gee A, Chekhlov D, Calway A, Mayol W (2008) Discovering higher level structure in visual SLAM. IEEE Trans Robot 24(5): 980–990

  Article  Google Scholar 

• Gemeiner P, Davison A, Vincze M (2008) Improving localization robustness in monocular SLAM using a high-speed camera. In: Proceedings of robotics: science and systems IV

• Gil A, Martínez O, Ballesta M, Reinoso O (2009) A comparative evaluation of interest point detectors and local descriptors for visual SLAM. Mach Vis Appl 21(6): 905–920

  Article  Google Scholar 

• Gil A, Reinoso O, Ballesta M, Juliá M (2010) Multi-robot visual SLAM using a rao-blackwellized particle filter. Robot Autonom Syst 58(1): 68–80

  Article  Google Scholar 

• Glover A, Maddern W, Milford M, et al (2010) FAB-MAP + RatSLAM: appearance-based slam for multiple times of day. In: Proceedings of the IEEE international conference on robotics and automation

• Grasa O, Civera J, Montiel J (2011) EKF monocular SLAM with relocalization for laparoscopic sequences. In: Proceedings of the IEEE international conference on robotics and automation, pp 4816–4821

• Grauman K (2010) Efficiently searching for similar images. Commun ACM 53(6): 84–94

  Article  Google Scholar 

• Grauman K, Darrell T (2007) Pyramid match hashing: sub-linear time indexing over partial correspondences. In: Proceedings of the IEEE conference on computer vision and pattern recognition

• Grisetti G, Kümmerle R, Stachniss C, Burgard W (2010) A tutorial on graph-based SLAM. IEEE Trans Intell Transp Syst Mag 2(4): 31–43

  Article  Google Scholar 

• Gu S, Zheng Y, Tomasi C (2010) Critical nets and beta-stable features for image matching. In: Proceedings of the European conference on computer vision, pp 663–676

• Guivant J (2002) Efficient simultaneous localization and mapping in large environments. Dissertation, University of Sydney, Australia

• Gutmann J, Fukuchi M, Fujita M (2008) 3D Perception and environment map generation for humanoid robot. Int J Robot Res 27(10): 1117–1134

  Article  Google Scholar 

• Handa A, Chli M, Strasdat H, Davison A (2010) Scalable active matching. In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp 1546–1533

• Harris C, Stephens M (1988) A combined corner and edge detector. In: Proceedings of the fourth alvey vision conference, pp 147–151

• Hartley R, Sturm P (1997) Triangulation. Comput Vis Image Underst 68(2): 146–157

  Article  Google Scholar 

• Hartley R, Zisserman A (2003) Multiple view geometry in computer vision, 2nd edn. Cambridge, ISBN: 0521540518

• Hinterstoisser S, Kutter O, Navab N, et al (2009) Real-time learning of accurate patch rectification. In: Proceedings of the IEEE conference on computer vision and pattern recognition

• Ho K, Newman P (2007) Detecting loop closure with scene sequences. Int J Comput Vis 74(3): 261–286

  Article  Google Scholar 

• Huang A, Bachrach A, Henry P, et al (2011) Visual odometry and mapping for autonomous flight using rgb-d camera. International symposium on robotics research

• Johnson M, Pizarro O, Williams S, Mahon I (2010) Generation and visualization of large-scale three-dimensional reconstructions from underwater robotic surveys. J Field Robot 27(1): 21–51

  Article  Google Scholar 

• Jones E, Soatto S (2011) Visual-inertial navigation, mapping and localization: a scalable real-time causal approach. Int J Robot Res 30(4): 407–430

  Google Scholar 

• Kaess M, Dellaert F (2010) Probabilistic structure matching for visual SLAM with a multi-camera rig. Comput Vis Image Underst 114: 286–296

  Article  Google Scholar 

• Kawewong A, Tangruamsub S, Hasegawa O (2010) Position-invariant robust features for long-term recognition of dynamic outdoor scenes. IEICE Trans Inform Syst 9: 2587–2601

  Article  Google Scholar 

• Ke Y, Sukthankar R (2004) PCA-SIFT: a more distinctive representation for local image descriptors. In: Proceedings of the IEEE conference on computer vision and pattern recognition, vol 2, pp 506–513

• Klein G, Murray D (2007) Parallel tracking and mapping for small AR workspaces. In: Proceedings of the 6th IEEE and ACM international symposium on mixed and augmented reality

• Klein G, Murray D (2008) Improving the agility of keyframe-based SLAM. In: Proceedings of the European conference on computer vision, pp 802–815

• Koch O, Walter M, Huang A, Teller S (2010) Ground robot navigation using uncalibrated cameras. In: Proceedings of the IEEE international conference on robotics and automation, pp 2423–2430

• Konolige K, Agrawal M (2008) FrameSLAM: from bundle adjustment to real-time visual mapping. IEEE Trans Robot 24(5): 1066–1077

  Article  Google Scholar 

• Konolige K, Bowman J, Chen J (2009) View-based maps, In: Proceedings of robotics: science and systems

• Konolige K, Marder-Eppstein E, Marthi B (2011) Navigation in Hybrid metric- topological maps. In: Proceedings of the IEEE international conference on robotics and automation

• Kragic D, Vincze M (2009) Vision for robotics. Found Trends Robot 1(1):1–78, ISBN: 978-1-60198-260-5

  Google Scholar 

• Kulis B, Jain P, Grauman K (2009) Fast similarity search for learned metrics. IEEE Trans Pattern Anal Mach Intell 31(12): 2143–2157

  Article  Google Scholar 

• Lemaire T, Berger C, Jung I et al (2007) Vision-based SLAM: stereo and monocular approaches. Int J Comput Vis 74(3): 343–364

  Article  Google Scholar 

• Lepetit V, Fua P (2005) Monocular model-based 3D tracking of rigid objects. Found Trends Comput Graph Comput Vis 1(1): 1–89

  Article  Google Scholar 

• Lepetit V, Fua P (2006) Keypoint recognition using randomized trees. IEEE Trans Pattern Anal Mach Intell 28(9): 1465–1479

  Article  Google Scholar 

• Li H, Kimi E, Huang X, He L (2010) Object matching with a locally affine-invariant constraint In: Proceedings of the International conference on pattern recognition, pp 1641–1648

• Lin K, Wang C (2010) Stereo-based simultaneous localization, mapping and moving object tracking. In: Proceedings of the IEEE international conference on intelligent robots and systems, pp 3975–3980

• Lowe D (2004) Distinctive image features from scale-invariant keypoints. Int J Comput Vis 60(2): 91–110

  Article  Google Scholar 

• Magnusson M, Andreasson H, et al (2009) Automatic appearance-based loop detection from 3D laser data using the normal distribution transform. J Field Robot. Three Dimensional Mapping Part 2, 26(12): 892–914

  Google Scholar 

• Manning C, Schütze H, Raghavan P (2008) Introduction to information retrieval, Cambridge University Press, Cambridge, ISBN: 0521865719

• Majumder S, Scheding S, Durrant H (2005) Sensor fusion and map building for underwater navigation. In: Proceedings of Australian conference on robotics and automation

• Martinez J, Calway (2010) A unifying planar and point mapping in monocular SLAM. In: Proceedings of the British machine vision conference, pp 1–11

• Matas J, Chum O, et al (2002) Robust wide baseline stereo from maximally stable extremal regions. In: Proceedings of the British machine vision conference vol 22, no. 10, pp 761–767

• Mei C, Reid I (2008) Modeling and generating complex motion blur for real-time tracking. In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp 1–8

• Mei C, Sibley G, Cummins M, et al (2009) A constant-time efficient stereo SLAM system. In: Proceedings of the British machine vision conference

• Mei C, Sibley G, Cummins M et al (2010) RSLAM: a system for large-scale mapping in constant-time using stereo. Int J Comput Vision 94(2): 1–17

  Google Scholar 

• Mei C, Sommerlade E, Sibley C, et al (2011) Hidden view synthesis using real-time visual SLAM for simplifying video surveillance analysis. In: Proceedings of the IEEE International conference on robotics and automation, vol 8, pp 4240–4245

• Migliore D, Rigamonti R, Marzorati D, et al (2009) Use a single camera for simultaneous localization and mapping with mobile object tracking~in dynamic environments. In: ICRA workshop on safe navigation in open and dynamic environments: application to autonomous vehicles

• Mikolajcczyk K, Schmid C (2002) An affine invariant interest point detector. In: Proceedings of the European conference on computer vision, pp 128–142

• Mikolajcczyk K, Schmid C (2005) A performance evaluation of local descriptors. IEEE Trans Pattern Anal Mach Intell 27(10): 1615–1630

  Article  Google Scholar 

• Mikolajczyk K, Tuytelaars T, Schmid S et al (2005) A comparision of affine region detectors. Int J Comput Vis 65: 43–72

  Article  Google Scholar 

• Milford M (2008) Robot navigation from nature: simultaneous, localisation, mapping, and path planning based on hippocampal models, vol. 41. Springer Tracts in Advanced Robotics, ISBN: 3540775196

• Milford M, Wyeth G (2008) Mapping a suburb with a single camera using a biologically inspired SLAM system. IEEE Trans Robot 24(5): 1038–1053

  Article  Google Scholar 

• Milford M, Wyeth G, Prasser D (2004) RatSLAM: a hippocampal model for simultaneous localization and mapping. In: Proceeding of the IEEE international conference on robotics and automation, vol 1, pp 403–408

• Molton N, Davison A, Reid I (2004) Locally planar patch features for real-time structure from motion. In: Proceedings of the British machine vision conference

• Montemerlo M (2003) FastSLAM: a factored solution to the simultaneous localization and mapping problem with unknown data association, Dissertation, Carnegie Mellon University, USA

• Montemerlo M, Thrun S, Koller D, et al (2002) FastSLAM: a factored solution to the simultaneous localization and mapping problem. In: Proceedings of the AAAI national conference on artificial intelligence, pp 593–598

• Montiel J, Civera J, Davison A (2006) Unified inverse depth parametrization for monocular SLAM. In: Proceedings of robotics: science and systems

• Morel J, Yu G (2009) ASIFT: a new framework for fully affine invariant image comparison. SIAM J Imaging Sci 2(2): 438–469

  Article  MathSciNet  MATH  Google Scholar 

• Moreels P, Perona P (2005) Evaluation of features detectors and descriptors based on 3D objects. In: Proceedings of the IEEE international conference on computer vision, pp 800–807

• Mouragnon E, Dhome M, Dekeyser F, et al (2006) Monocular vision based SLAM for mobile robots. In: Proceedings of the international conference on pattern recognition, pp 1027–1031

• Mouragnon E, Lhuillier M, Dhome M, et al (2009) Generic and real time structure from motion using local bundle asjustment. Image Vis Comput, pp 1178–1193, ISSN: 0262-8856

• Neira J, Tardós JD (2001) Data association in stochastic mapping using the joint compatibility test. In: Proceedings of the IEEE international conference on robotics and automation 17(6): 890–897

• Newman P, Leonard J, Neira J, Tardós J (2002) Explore and return: experimental validation of real time concurrent mapping and localization. In: Proceedings of the IEEE international conference on robotics and automation, vol 2, pp 1802–1809

• Nistér D (2004) An efficient solution to the five-point relative pose problem. IEEE Trans Pattern Anal Mach Intell 26(6): 756–770

  Article  Google Scholar 

• Nistér D, Stewenius H (2006) Scalable recognition with a vocabulary tree. In: Proceedings of the IEEE conference on computer vision and pattern recognition, vol 2, pp 2161–2168

• Nistér D, Naroditsky O, Bergen J (2004) Visual odometry. In: Proceedings of the IEEE conference on computer vision and pattern recognition vol 1, pp 652–659

• Nüchter A, Lingemann K, Hertzberg J et al (2007) 6D SLAM—3D mapping outdoor environments. J Field Robot 24(8): 699–722

  Article  MATH  Google Scholar 

• Nützi G, Weiss S, Scaramuzza D, Siegwart R (2010) Fusion of IMU and vision for absolute scale estimation in monocular SLAM. J Intell Robot Syst. doi:10.1007/s10846-010-9490-z

• Olson C, Matthies L, Schoppers M, Maimone M (2003) Rover navigation using stereo ego-motion. Robot Autonom Syst 43(4): 215–229

  Article  Google Scholar 

• Olson E, Leonard J, Teller S (2006) Fast iterative optimization of pose graphs with poor initial estimates. In: Proceedings of the IEEE international conference on robotics and automation, pp 2262-2269

• Olson C, Matthies L, Wright J et al (2007) Visual terrain mapping for mars exploration. Comput Vis Image Underst 105(1): 73–85

  Article  Google Scholar 

• OpenCV (2009) OpenCV: Camera calibration and 3D reconstruction. http://opencv.willowgarage.com/documentation/camera_calibration_and_3d_reconstruction.html Accesed 06 March 2012

• Özuysal M, Calonder M, Lepetit V, Fua P (2010) Fast keypoint recognition using random ferns. IEEE Trans Pattern Anal Mach Intell 32(3): 448–461

  Article  Google Scholar 

• Paz L, Piniés P, Tardós JD, Neira J (2008) Large-scale 6DOF SLAM with stereo-in-hand. IEEE Trans Robot 24(5): 946–957

  Article  Google Scholar 

• Piniés P, Tardós JD, Neira J (2006) Localization of avalanche victims using robocentric SLAM. In: Proceedings of the IEEE international conference on intelligent robots and systems. pp 3074–3079

• Piniés P, Tardós JD (2008) Large scale SLAM building conditionally independent local maps: application to monocular vision. IEEE Trans Robot 24(5): 1094–1106

  Article  Google Scholar 

• Pollefeys M, Van L, Vergauwen M et al (2004) Visual modeling with a hand-held camera. Int J Comput Vis 59(3): 207–232

  Article  Google Scholar 

• Pretto A, Menegatti E, Pagello E (2007) Reliable features matching for humanoid robots. In: IEEE-RAS international conference on humanoid robots, pp 532–538

• Pupilli M, Calway A (2006) Real-time visual SLAM with resilience to erratic motion. In: Proceedings of the IEEE conference on computer vision and pattern recognition, vol 1, pp 1244–1249

• Raguram R, Frahm J, Pollefeys M (2008) A comparative analysis of RANSAC techniques leading to adaptive real-time random sample consensus. In: Proceedings of the European conference on computer vision, pp 500–513

• Rawseeds (2012) Bovisa and bicocca datasets. http://www.rawseeds.org/rs/datasets. Accesed 06 March 2012

• Ribas D, Ridao P, Tardós JD et al (2008) Underwater SLAM in man-made structured environments. J Field Robot 25(11): 898–921

  Article  MATH  Google Scholar 

• Rosten E, Drummond T (2006) Machine learning for high-speed corner detection. In: Proceedings of the European conference on computer vision, pp 430–443

• Rublee E, Rabaud V, Konolige K, Bradski G (2011) ORB: an efficient alternative to SIFT or SURF. In: Proceedings of the IEEE international conference on computer vision

• Scaramuzza (2011) OcamCalib toolbox: omnidirectional camera and calibration toolbox for matlab. https://sites.google.com/site/scarabotix/ocamcalib-toolbox. Accesed 06 March 2012

• Scaramuzza D, Siegwart R (2008) Appearance guided monocular omnidirectional visual odometry for outdoor ground vehicles. IEEE Trans Robot 24(5): 1015–1026

  Article  Google Scholar 

• Se S, Lowe D, Little J (2002) Mobile robot localization and mapping with uncertainty using scale-invariant visual landmarks. Int J Robot Res 21(8): 735–758

  Article  Google Scholar 

• Se S, Lowe D, Little J (2005) Vision- based global localization and mapping for mobile robots. IEEE Trans Robot 21(3): 364–375

  Article  Google Scholar 

• Sáez J, Escolano F (2006) 6DOF entropy minimization SLAM. In: Proceedings of the IEEE international conference on robotics and automation, pp 1548–1555

• Sanromá G, Alquézar R, Serratosa F (2010) Graph matching using SIFT descriptors—an application to pose recovery of a mobile robot. In: 13th joint IAPR international workshop on structural, syntactic and statistical pattern recognition, pp 254–263

• Silpa C, Hartley R (2008) Optimised KD-trees for fast image descriptor matching. In: Proceedings of the IEEE conference on computer vision and pattern recognition

• Sinha S, Frahm J, Pollefeys M, Genc Y (2006) GPU-based video feature tracking and matching. In: Workshop on edge computing using new commodity architectures

• Sivic J, Zisserman A (2003) Video google: a text retrieval approach to object matching in videos. In: Proceedings of the IEEE international conference on computer vision

• Simpson R, Cullip J, Revell J (2012) The cheddar gorge data set. http://www.openslam.org/misc/BAE_RSJCJR_2011.pdf. Accesed 06 March 2012

• Smith (2012) The new college vision and laser data set. http://www.robots.ox.ac.uk/NewCollegeData/. Accesed 06 March 2012

• Smith R, Self M, Cheeseman P (1990) Estimating uncertain spatial relationships in robotics. In: Autonomous robot vehicles. Springer, New York, pp 167–193, ISBN:0-387-97240-4

• Smith M, Baldwin I, Churchill W et al (2009) The new college vision and laser data set. Int J Robot Res 28(5): 595–599

  Article  Google Scholar 

• Solà J (2007) Multi-camera VSLAM: from former information losses to self-calibration. In: Proceedings of the IEEE international conference on intelligent robots and systems, workshop on visual SLAM

• Steder B, Grisetti G, Stachniss C et al (2008) Visual SLAM for flying vehicles. IEEE Trans Robot 24(5): 1088–1093

  Article  Google Scholar 

• Sturm (2012) RGB-D dataset and benchmark. http://cvpr.in.tum.de/data/datasets/rgbd-dataset. Accesed 06 March 2012

• Sturm J, Magnenat S, et al (2011) Towards a benchmark for RGB-D SLAM evaluation. In: Proceedings of the RGB-D workshop on advanced reasoning with depth cameras at robotics: science and systems conference

• Strasdat H, Montiel J, Davison A (2010a) Scale drift-aware large scale monocular SLAM. In Proceeding of robotics: science and systems

• Strasdat H, Montiel J, Davison A (2010b) Real-time monocular SLAM: why filter?. In: Proceedings of the IEEE international conference on robotics and automation

• Svoboda (2011) Multi-camera self-calibration. http://cmp.felk.cvut.cz/~svoboda/SelfCal/index.html Accesed 06 March 2012

• Tardós JD, Neira J, Newman P et al (2002) Robust mapping and localization in indoor environments using sonar data. Int J Robot Res 21: 311–330

  Article  Google Scholar 

• Taylor S, Drummond T (2009) Multiple target localization at over 100 FPS. In: Proceedings of the British machine vision conference

• Thrun S (2002) Robotic mapping: a survey. Exploring artificial intelligence in the new millennium, ISBN:1-55860-811-7

• Thrun S (2003) A system for volumetric robotic mapping of abandoned mines. In: Proceedings of the IEEE international conference on robotics and automation, vol 3, pp 4270–4275

• Thrun S, Leonard J (2008) Simultaneous localization and mapping. Springer Handbook of Robotics; Siciliano, Khatib Editors, ISBN: 978-3-540-23957-4, pp 871–886

• Thrun S, Koller D, Ghahramani Z, et al (2002) Simultaneous mapping and localization with sparse extended information filters: theory and initial results. Technical Report CMU-CS-02-112, Carnegie Mellon

• Thrun S, Montemerlo M, Dahlkamp H et al (2005a) Stanley: the robot that won the~DARPA grand challenge. J Field Robot 23(9): 661–692

  Article  Google Scholar 

• Thrun S, Burgard W, Fox D, (2005b) Probabilistic Robotics. The MIT Press, New York, ISBN: 0262201623

• Thrun S, Montemerlo M, Aron A (2006) Probabilistic terrain analysis for high speed desert driving. In: Proceedings of robotics: science and systems

• Tirilly P, Claveau V, Gros P (2010) Distances and weighting schemes for bag of visual words image retrieval. In: Proceedings of the international conference on multimedia information retrieval, pp 323–333

• Triggs B, Mclauchlan P, Hartley R, Fitzgibbon A (1999) Bundle adjustment—a modern synthesis. In: Proceedings of the international workshop on vision algorithms: theory and practice, pp 298–375

• Tuytelaars T, Mikolajczyk K (2008) Local invariant feature detectors: a survey. Found Trends Comput Graph Vis

• Tuytelaars T, Van-Gool L (2004) Matching widely separated views based on affine invariant regions. Int J Comput Vis 59(1): 61–85

  Article  Google Scholar 

• Vidal T, Bryson M, Sukkarieh S, et al (2007) On the observability of bearing-only SLAM. In: Proceedings of the IEEE international conference on robotics and automation, pp 4114–4119

• Vidal T, Berger C, Sola J, Lacroix S (2011) Large scale multiple robot visual mapping with heterogeneous landmarks in semi-structured terrain. Robot Autonom Syst, pp 654–674

• Wang C, Thorpe Ch, Thrun S et al (2007) Simultaneous localization, mapping and moving object tracking. Int J Robot Res 26(9): 889–916

  Article  Google Scholar 

• Wangsiripitak S, Murray D (2009) Avoiding moving outliers in visual SLAM by tracking moving objects. In: Proceedings of the IEEE international conference on robotics and automation, pp 375–380

• Williams B (2009) Simultaneous localisation and mapping using a single camera. PhD, thesis, Oxford University, England

• Williams B, Klein G, Reid I (2007) Real-time SLAM relocalisation. In: Proceedings of the IEEE international conference on computer vision

• Williams B, Cummins M, Neira J, Newman P, Reid I, Tardós JD (2009) A comparision of loop closing techniques in monocular SLAM. Robot Autonom Syst 57(12): 1188–1197

  Article  Google Scholar 

• Willson (1995) Tsai camera calibration software. http://www.cs.cmu.edu/~rgw/TsaiCode.html. Accesed 06 March 2012

• Yilmaz A, Javed O, Shah M (2006) Object tracking: a survey. ACM Comput Surv 38(4): 1–45

  Article  Google Scholar 

• Zhang Z (2000) A flexible new technique for camera calibration. IEEE Trans Pattern Anal Mach Intell 22(11): 1330–1334

  Article  Google Scholar 

• Zhang W, Kosecka J (2006) Image based localization in urban environments. In: Proceedings of the third international symposium on 3d data processing, visualization, and transmission

• Zhang Z, Deriche R, Faugeras O, Luong Q (1994) A robust technique for matching two uncalibrated images through the recovery of the unknown epipolar geometry. J Artif Intell. Special volume on Computer Vision 78(1): 87–119

  Google Scholar 

• Zhang H, Li B, Yang D (2010) Keyframe detection for appearance-based visual SLAM. In: Proceedings of the IEEE international conference on intelligent robots and systems, pp 2071–2076

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