PCA-SIFT: a more distinctive representation for local image descriptors

Yan Ke, Sukthankar, R.·2004·Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004.
DOI 10.1109/cvpr.2004.1315206

Cited by (1,000)

Items 401–500 of 1,000

  1. Camera-Based Document Image Mosaicing
    Jian Liang, Daniel F. Dementhon, David Doermann · 2006 · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition
  2. GLS–MIFT: A modality invariant feature transform with global-to-local searching
    Zhongli Fan, Yingdong Pi, Mi Wang, Yifei Kang, Kai Tan · 2024 · Information Fusion
  3. Generalized RANSAC Framework for Relaxed Correspondence Problems
    Wei Zhang, Jana Košecká · 2006 · International Symposium on 3D Data Processing, Visualization and Transmission
  4. Automation of random conical tilt and orthogonal tilt data collection using feature-based correlation
    Craig Yoshioka, James Pulokas, Denis Fellmann, Clinton S. Potter, Ronald A. Milligan, Bridget O Carragher · 2007 · Journal of Structural Biology
  5. Rapid multimodality registration based on MM-SURF
    Dong Zhao, Yan Yang, Zhihang Ji, Xiaopeng Hu · 2013 · Neurocomputing
  6. Scalable Object Retrieval with Compact Image Representation from Generic Object Regions
    Shaoyan Sun, Wengang Zhou, Qi Tian, Houqiang Li · 2015 · ACM Transactions on Multimedia Computing Communications and Applications
  7. MI-SIFT
    Rui Ma, Jian Chen, Zhong Su · 2010 · ACM International Conference on Image and Video Retrieval (CIVR)
  8. Let the kernel figure it out; Principled learning of pre-processing for kernel classifiers
    Peter Gehler, Sebastian Nowozin · 2009 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  9. Robust Affine-Invariant Line Matching for High Resolution Remote Sensing Images
    Min Chen, Zhenfeng Shao · 2013 · Photogrammetric Engineering & Remote Sensing
  10. Shot Change Detection via Local Keypoint Matching
    Chun-Rong Huang, Huai-Ping Lee, Chu‐Song Chen · 2008 · IEEE Transactions on Multimedia
  11. Live-Cell Tracking Using SIFT Features in DIC Microscopic Videos
    Richard Jiang, Danny Crookes, N Luo, Michael W. Davidson · 2010 · IEEE Transactions on Biomedical Engineering
  12. Local shape feature fusion for improved matching, pose estimation and 3D object recognition
    Anders Glent Buch, Henrik Gordon Petersen, Norbert Krüger · 2016 · SpringerPlus
  13. Local Feature Discriminant Projection
    Mengyang Yu, Ling Shao, Xiantong Zhen, Xiaofei He · 2015 · IEEE Transactions on Pattern Analysis and Machine Intelligence
  14. Catch me in the dark: Effective privacy-preserving outsourcing of feature extractions over image data
    Qian Wang, Shengshan Hu, Kui Ren, Jingjun Wang, Zhibo Wang, Minxin Du · 2016 · IEEE Conference on Computer Communications (INFOCOM)
  15. A Local Metric for Defocus Blur Detection Based on CNN Feature Learning
    Kai Zeng, Yaonan Wang, Jianxu Mao, Junyang Liu, Weixing Peng, Nankai Chen · 2018 · IEEE Transactions on Image Processing
  16. Face Recognition Using the SR-CNN Model
    Yuxin Yang, Chang Bao Wen, Kai Xie, Fangqing Wen, Guanqun Sheng, Xingong Tang · 2018 · Sensors
  17. Using UAV Photogrammetry to Analyse Changes in the Coastal Zone Based on the Sopot Tombolo (Salient) Measurement Project
    Paweł Burdziakowski, Cezary Specht, Paweł Szymon Dąbrowski, Mariusz Specht, Oktawia Lewicka, Artur Makar · 2020 · Sensors
  18. Object Reacquisition and Tracking in Large-Scale Smart Camera Networks
    Clemens Arth, Christian Leistner, Horst Bischof · 2007 · ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC)
  19. Quality Modeling of Printed Electronics in Aerosol Jet Printing Based on Microscopic Images
    Hongyue Sun, Kan Wang, Yifu Li, Chuck Zhang, Ran Jin · 2016 · Journal of Manufacturing Science and Engineering
  20. Compact and Discriminative Descriptor Inference Using Multi-Cues
    Yahong Han, Yi Yang, Fei Qing Wu, Richang Hong · 2015 · IEEE Transactions on Image Processing
  21. BRAND: A robust appearance and depth descriptor for RGB-D images
    Erickson R. Nascimento, Gabriel Leivas Oliveira, Mário F. M. Campos, Antônio Wilson Vieira, William Robson Schwartz · 2012 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  22. Parameter Optimization for the Extraction of Matching Points Between High-Resolution Multisensor Images in Urban Areas
    Youkyung Han, Jaewan Choi, Young-Gi Byun, Yongil Kim · 2014 · IEEE Transactions on Geoscience and Remote Sensing
  23. Comparison of local feature descriptors for mobile visual search
    Vijay Chandrasekhar, David M. Chen, Andy Lin, Gabriel Takacs A, Sam S. Tsai, Ngai Man Cheung, Yuriy A. Reznik, Radek Grzeszczuk, Bernd Girod · 2010 · Proceedings - International Conference on Image Processing
  24. Hexagonal scale invariant feature transform (H-SIFT) for facial feature extraction
    A. Azeem, Muhammad Imran Sharif, Jamal Hussain Shah, Mudassar Raza · 2015 · Journal of Applied Research and Technology
  25. DCT Inspired Feature Transform for Image Retrieval and Reconstruction
    Yunhe Wang, Miaojing Shi, Shan You, Chao Xu · 2016 · IEEE Transactions on Image Processing
  26. Learning Local Descriptors With a CDF-Based Dynamic Soft Margin
    Linguang Zhang, Szymon M. Rusinkiewicz · 2019 · IEEE/CVF International Conference on Computer Vision (ICCV)
  27. Cross-evaluation of a parallel operating SVM – CNN classifier for reliable internal decision-making processes in composite inspection
    Sebastian Meister, Mahdieu Wermes, Jan Stüve, Roger M. Groves · 2021 · Journal of Manufacturing Systems
  28. Triangular similarity metric learning for face verification
    Lilei Zheng, Khalid Idrissi, Christophe García, Stefan Duffner, Atilla M. Baskurt · 2015 · International Conference on Automatic Face and Gesture Recognition
  29. Scale Invariant Gabor Descriptor-Based Noncooperative Iris Recognition
    Eliza Yingzi Du, Craig Belcher, Zhi Zhou · 2010 · EURASIP Journal on Advances in Signal Processing
  30. Visual Object Recognition using Template Matching
    Luke Cole, D.J. Austin, Lance Cole · 2004
  31. Robust multi-view feature matching from multiple unordered views
    Jian Yao, Wai-Kuen Cham · 2007 · Pattern Recognition
  32. DP-FACT: Towards topological mapping and scene recognition with color for omnidirectional camera
    Ming Liu, Roland Siegwart · 2012 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
  33. Bag-of-Features Representations for Offline Handwriting Recognition Applied to Arabic Script
    Leonard Rothacker, Szilárd Vajda, Gernot A. Fink · 2012 · International Conference on Frontiers in Handwriting Recognition
  34. Age classification using Radon transform and entropy based scaling SVM
    Huiyu Zhou, Paul C. Miller, Jianguo Zhang · 2011 · British Machine Vision Conference (BMVC)
  35. Document image classification: Progress over two decades
    Li Liu, Zhiyu Wang, Taorong Qiu, Qiu Chen, Yue Lu, Ching Y. Suen · 2021 · Neurocomputing
  36. Object recognition using a generalized robust invariant feature and Gestalt's law of proximity and similarity
    Sungho Kim, Kuk‐Jin Yoon, In So Kweon · 2007 · Pattern Recognition
  37. Color-SURF: A surf descriptor with local kernel color histograms
    Peng Fan, Aidong Men, Mengyang Chen, Bo Yang · 2009 · IEEE International Conference on Network Infrastructure and Digital Content (IC-NIDC)
  38. Efficient Image Copy Detection Using Multiscale Fingerprints
    Hefei Ling, Hongrui Cheng, Qingzhen Ma, Fuhao Zou, WeiQi Yan · 2011 · IEEE Multimedia
  39. Rotation-Invariant Neoperceptron
    Beat Fasel, Daniel Gática-Pérez · 2006 · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition
  40. Recognition of Degraded Handwritten Characters Using Local Features
    Markus Diem, Robert Sablatnig · 2009 · IAPR International Conference on Document Analysis and Recognition (ICDAR)
  41. Vision-Based Autonomous Vehicle Guidance for Indoor Security Patrolling by a SIFT-Based Vehicle-Localization Technique
    Kuan-Chieh Chen, Wen‐Hsiang Tsai · 2010 · IEEE Transactions on Vehicular Technology
  42. Crowd-sourced pictures geo-localization method based on street view images and 3D reconstruction
    Liang Cheng, Yi Yuan, Nan Xia, Song Chen, Yanming Chen, Kang Yang, Lei Ma, Manchun Li · 2018 · ISPRS Journal of Photogrammetry and Remote Sensing
  43. Multi-view learning for visual violence recognition with maximum entropy discrimination and deep features
    Shiliang Sun, Yuhan Liu, Liang Mao · 2018 · Information Fusion
  44. Reliable image matching via photometric and geometric constraints structured by Delaunay triangulation
    San Jiang, Wanshou Jiang · 2019 · ISPRS Journal of Photogrammetry and Remote Sensing
  45. Deep Class-Wise Hashing: Semantics-Preserving Hashing via Class-Wise Loss
    Xuefei Zhe, Shifeng Chen, Hong Yan · 2019 · IEEE Transactions on Neural Networks and Learning Systems
  46. Early warning system: From face recognition by surveillance cameras to social media analysis to detecting suspicious people
    Salim Afra, Reda Alhajj · 2019 · Physica A Statistical Mechanics and its Applications
  47. Building Detection from Mobile Imagery Using Informative SIFT Descriptors
    Gerald Fritz, Christin Seifert, Manish Kumar, Lucas Paletta · 2005 · Lecture notes in computer science
  48. How Good are Local Features for Classes of Geometric Objects
    Michael M. Stark, Bernt Schiele · 2007 · IEEE/CVF International Conference on Computer Vision (ICCV)
  49. A 52 mW Full HD 160-Degree Object Viewpoint Recognition SoC With Visual Vocabulary Processor for Wearable Vision Applications
    Yu-Chi Su, Keng-Yen Huang, Tse-Wei Chen, Yi‐Min Tsai, Shao‐Yi Chien, Liang‐Gee Chen · 2012 · IEEE Journal of Solid-State Circuits
  50. Adaptive registration algorithm of color images based on SURF
    Liqin Huang, Caigan Chen, Henghua Shen, Bingwei He · 2015 · Measurement
  51. Using binarization and hashing for efficient SIFT matching
    Chun-Che Chen, Shang‐Lin Hsieh · 2015 · Journal of Visual Communication and Image Representation
  52. Image registration using BP-SIFT
    Yingxuan Zhu, Samuel S. M. Cheng, Vladimir Stanković, Lina Stanković · 2013 · Journal of Visual Communication and Image Representation
  53. Highly accurate boundary detection and grouping
    Iasonas Kokkinos · 2010 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  54. Multi modal semantic indexing for image retrieval
    Chandrika Pulla, C. V. Jawahar · 2010 · ACM International Conference on Image and Video Retrieval (CIVR)
  55. Fast and Low-Memory-Bandwidth Architecture of SIFT Descriptor Generation with Scalability on Speed and Accuracy for VGA Video
    Kosuke Mizuno, Hiroki Noguchi, Guangji He, Yosuke Terachi, Tetsuya Kamino, Hiroshi Kawaguchi, Masahiko Yoshimoto · 2010 · International Conference on Field Programmable Logic and Applications (FPL)
  56. MSIM: A change detection framework for damage assessment in natural disasters
    Dong Li Qin, Xiangmin Zhou, Weiyi Zhou, Guangyan Huang, Yongli Ren, Ben Horan, Jing He, Naoki Kito · 2017 · Expert Systems with Applications
  57. Better than SIFT?
    N. Khan, B. McCane, S. Mills · 2015 · Machine Vision and Applications
  58. A large-scale performance study of cluster-based high-dimensional indexing
    Gylfi Þór Guðmundsson, Björn Þór Jónsson, Laurent Amsaleg · 2010
  59. A deformable local image descriptor
    Hong Cheng, Zicheng Liu, Nanning Zheng, Jie Yang · 2008 · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings
  60. Detection of near-duplicate images for web search
    Jun Jie Foo, Justin Zobel, Ranjan Sinha, S. M. M. Tahaghoghi · 2007 · ACM International Conference on Image and Video Retrieval (CIVR)
  61. DF-SLAM: A Deep-Learning Enhanced Visual SLAM System based on Deep Local Features
    Rong Kang, Jieqi Shi, Xueming Li, Liu, Yang, Xiao Liu · 2019 · arXiv (Cornell University)
  62. MDGHM-SURF: A robust local image descriptor based on modified discrete Gaussian–Hermite moment
    Tae‐Koo Kang, In-Hwan Choi, Myo–Taeg Lim · 2014 · Pattern Recognition
  63. Line matching based on planar homography for stereo aerial images
    Yanbiao Sun, Liang Zhao, Shoudong Huang, Lei Yan, Gamini Dissanayake · 2015 · ISPRS Journal of Photogrammetry and Remote Sensing
  64. DaLI: Deformation and Light Invariant Descriptor
    Edgar Simo‐Serra, Carme Torras A, Francesc Moreno-Noguer · 2015 · International Journal of Computer Vision
  65. Action unit classification using active appearance models and conditional random fields
    Laurens J. P. van der Maaten, E.A. Hendriks · 2011 · Cognitive Processing
  66. Comparing holistic and feature-based visual methods for estimating the relative pose of mobile robots
    David Fleer, Ralf Möller · 2016 · Robotics and Autonomous Systems
  67. Automatic relative RPC image model bias compensation through hierarchical image matching for improving DEM quality
    Myoung‐Jong Noh, Ian M. Howat · 2017 · ISPRS Journal of Photogrammetry and Remote Sensing
  68. Remote Sensing Image Matching Based Improved ORB in NSCT Domain
    Dan Ma, Huicheng Lai · 2019 · Journal of the Indian Society of Remote Sensing
  69. High-Performance SAR Image Matching Using Improved SIFT Framework Based on Rolling Guidance Filter and ROEWA-Powered Feature
    Qiuze Yu, Shan Yi Zhou, Yuxuan Jiang, Peng Wu, Yong Xu · 2019 · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  70. GA-ORB: A New Efficient Feature Extraction Algorithm for Multispectral Images Based on Geometric Algebra
    Rui Wang, Weigang Zhang, Yijie Shi, Xiangyang Wang, Wenming Cao · 2019 · IEEE Access
  71. Efficient and secure content-based image retrieval with deep neural networks in the mobile cloud computing
    Yu Wang, Liquan Chen, Ge Wu, Kunliang Yu, Tianyu Lu · 2023 · Computers & Security
  72. Unsupervised Video Shot Detection Using Clustering Ensemble with a Color Global Scale-Invariant Feature Transform Descriptor
    Yuchou Chang, D.J. Lee, Yi Hong, James K. Archibald · 2008 · EURASIP Journal on Image and Video Processing
  73. Learning salient visual word for scalable mobile image retrieval
    Xiyu Yang, Xueming Qian, Tao Mei · 2015 · Pattern Recognition
  74. Building recognition using sketch-based representations and spectral graph matching
    Yu-Chia Chung, Tony Xiao Han, Zhihai He · 2009 · IEEE/CVF International Conference on Computer Vision (ICCV)
  75. Bag of multimodal LDA models for concept formation
    Tomoaki Nakamura, Takayuki Nagai, Naoto Iwahashi · 2011 · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings
  76. Multimodal categorization by hierarchical dirichlet process
    Tomoaki Nakamura, Takayuki Nagai, N. Iwahashi · 2011 · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
  77. Multiple Object Tracking Using SIFT Features and Location Matching
    Seok-Wun Ha, Yong Ho Moon · 2011
  78. Efficient SfM for Oblique UAV Images: From Match Pair Selection to Geometrical Verification
    San Jiang, Wanshou Jiang · 2018 · Remote Sensing
  79. Image Pre-Processing
    Scott Krig · 2014 · Apress eBooks
  80. Multi-Level Features Extraction for Discontinuous Target Tracking in Remote Sensing Image Monitoring
    Bin Zhou, Xuemei Duan, Dongjun Ye, Wei Wei, Marcin Woźniak, Dawid Połap, Robertas Damaševičius · 2019 · Sensors
  81. Evaluation of Several Feature Detectors/Extractors on Underwater Images towards vSLAM
    Franco Hidalgo, Thomas Bräunl · 2020 · Sensors
  82. An efficient foreign objects detection network for power substation
    Liang Xu, Yongkang Song, Weishan Zhang, Yunyun An, Ye Wang, Huansheng Ning · 2021 · Image and Vision Computing
  83. A survey of 3D object detection
    Wei Ge Liang, Pengfei Xu, Ling Guo, Heng Bai, Yang Zhou, Feng Chen · 2021 · Multimedia Tools and Applications
  84. A Sparse Object Category Model for Efficient Learning and Complete Recognition
    Rob Fergus, Pietro Perona, Andrew Zisserman · 2006 · Lecture notes in computer science
  85. SMD: A Locally Stable Monotonic Change Invariant Feature Descriptor
    Raj Kumar Gupta, Anurag Mittal · 2008 · Lecture notes in computer science
  86. Sparse MRF Appearance Models for Fast Anatomical Structure Localisation
    Ruth Donner, B. Micusik, Georg Langs, Horst Bischof · 2007 · British Machine Vision Conference (BMVC)
  87. Scale Invariant Feature Matching with Wide Angle Images
    Peter I, Peter Hansen, Peter Corke, Wageeh Boles, Kostas Daniilidis · 2010
  88. A High-Speed Target-Free Vision-Based Sensor for Bus Rapid Transit Viaduct Vibration Measurements Using CMT and ORB Algorithms
    Qijun Hu, Songsheng He, Shilong Wang, Yugang Liu, Zutao Zhang, Leping He, Fubin Wang, Qijie Cai, Rendan Shi, Yuan Yang · 2017 · Sensors
  89. Visual Features—From Early Concepts to Modern Computer Vision
    Martin Weinmann A · 2013 · Advances in computer vision and pattern recognition
  90. A Comparative Study of Three Image Matching Algorithms: Sift, Surf, and Fast
    Maridalia Guerrero Pena · 2021 · Digital Commons - USU (Utah State University)
  91. Referral system for hard exudates in eye fundus
    Syed Ali Gohar Naqvi, Muhammad Faisal Zafar, Ihsan Ul Haq · 2015 · Computers in Biology and Medicine
  92. FPGA-based detection of SIFT interest keypoints
    Leonardo Chang, José Hernández-Palancar, Luis Enrique Sucar, Miguel Arias-Estrada · 2012 · Machine Vision and Applications
  93. [Survey paper] A Review of Video Retrieval Based on Image and Video Semantic Understanding
    Miki Haseyama, Takahiro Ogawa, Nobuyuki Yagi · 2012 · ITE Transactions on Media Technology and Applications
  94. 3-D Object Recognition Using 2-D Views
    Wenjing Li, George N. Bebis, N. Bourbakis · 2008 · IEEE Transactions on Image Processing
  95. Topology Preserving Structural Matching for Automatic Partial Face Recognition
    Yueqi Duan, Jiwen Lu, Jianjiang Feng, Jie Zhou · 2018 · IEEE Transactions on Information Forensics and Security
  96. Industry and Object Recognition: Applications, Applied Research and Challenges
    Yutaka Hirano, Christophe García, Rahul Sukthankar, Anthony J. Hoogs · 2006 · Lecture notes in computer science
  97. Near-duplicate detection for images and videos
    Xin Yan Yang, Qiang Zhu, Kwang-Ting Tim Cheng · 2009 · ACM Workshop on Large-Scale Multimedia Retrieval and Mining (LS-MMRM)
  98. A new method combining HOG and Kalman filter for video-based human detection and tracking
    Changyan Li, Lijun Guo, Yichen Hu · 2010 · International Congress on Image and Signal Processing (CISP)
  99. Robust video stabilization based on particle filtering with weighted feature points
    Chunhe Song, Hai Yan Zhao, Jing Wei, Hongbo Zhu · 2012 · IEEE Transactions on Consumer Electronics
  100. Detection and Localization of Multiple Objects
    Stefan Zickler, Manuela Veloso · 2006 · IEEE-RAS International Conference on Humanoid Robots (Humanoids)