Human–computer interaction based on visual hand-gesture recognition using volumetric spatiograms of local binary patterns
•Hand-gesture recognition system based on color imagery for HCI.•Design of a novel spatio-temporal descriptor with a high discriminative power.•Sensible combination of spatial (local and global) and temporal information.•Obtained results outperform other relevant works using depth and color imagery....
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| Vydáno v: | Computer vision and image understanding Ročník 141; s. 126 - 137 |
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| Hlavní autoři: | , , , |
| Médium: | Journal Article |
| Jazyk: | angličtina |
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Elsevier Inc
01.12.2015
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| ISSN: | 1077-3142, 1090-235X |
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| Abstract | •Hand-gesture recognition system based on color imagery for HCI.•Design of a novel spatio-temporal descriptor with a high discriminative power.•Sensible combination of spatial (local and global) and temporal information.•Obtained results outperform other relevant works using depth and color imagery.
A more natural, intuitive, user-friendly, and less intrusive Human–Computer interface for controlling an application by executing hand gestures is presented. For this purpose, a robust vision-based hand-gesture recognition system has been developed, and a new database has been created to test it. The system is divided into three stages: detection, tracking, and recognition. The detection stage searches in every frame of a video sequence potential hand poses using a binary Support Vector Machine classifier and Local Binary Patterns as feature vectors. These detections are employed as input of a tracker to generate a spatio-temporal trajectory of hand poses. Finally, the recognition stage segments a spatio-temporal volume of data using the obtained trajectories, and compute a video descriptor called Volumetric Spatiograms of Local Binary Patterns (VS-LBP), which is delivered to a bank of SVM classifiers to perform the gesture recognition. The VS-LBP is a novel video descriptor that constitutes one of the most important contributions of the paper, which is able to provide much richer spatio-temporal information than other existing approaches in the state of the art with a manageable computational cost. Excellent results have been obtained outperforming other approaches of the state of the art. |
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| AbstractList | •Hand-gesture recognition system based on color imagery for HCI.•Design of a novel spatio-temporal descriptor with a high discriminative power.•Sensible combination of spatial (local and global) and temporal information.•Obtained results outperform other relevant works using depth and color imagery.
A more natural, intuitive, user-friendly, and less intrusive Human–Computer interface for controlling an application by executing hand gestures is presented. For this purpose, a robust vision-based hand-gesture recognition system has been developed, and a new database has been created to test it. The system is divided into three stages: detection, tracking, and recognition. The detection stage searches in every frame of a video sequence potential hand poses using a binary Support Vector Machine classifier and Local Binary Patterns as feature vectors. These detections are employed as input of a tracker to generate a spatio-temporal trajectory of hand poses. Finally, the recognition stage segments a spatio-temporal volume of data using the obtained trajectories, and compute a video descriptor called Volumetric Spatiograms of Local Binary Patterns (VS-LBP), which is delivered to a bank of SVM classifiers to perform the gesture recognition. The VS-LBP is a novel video descriptor that constitutes one of the most important contributions of the paper, which is able to provide much richer spatio-temporal information than other existing approaches in the state of the art with a manageable computational cost. Excellent results have been obtained outperforming other approaches of the state of the art. |
| Author | García, Narciso Jaureguizar, Fernando del-Blanco, Carlos R. Maqueda, Ana I. |
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| Keywords | Spatio-temporal Video descriptor Image descriptor Segmentation Classification Hand gestures LBP SVM Patterns Recognition |
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| References | Lee, Sohn, Kim, Kim, Kim (bib0001) 2013 Meena, Suruliandi (bib0017) 2011 Choi, Lee (bib0021) 2000; 5 Wang, Yang (bib0008) 2013 Zhao, Pietikainen (bib0019) 2007; 29 Yang, Ahuja, Tabb (bib0012) 2002; 24 Pourazad, Bashashati, Nasiopoulos (bib0002) 2011 Freeman, Roth (bib0013) 1995; 12 del Blanco, Jaureguizar, Garcia (bib0023) 2012; 58 Ren, Yuan, Meng, Zhang (bib0005) 2013; 15 Kuznetsova, Leal-Taixe, Rosenhahn (bib0006) 2013 Umakanthan, Denman, Sridharan, Fookes, Wark (bib0011) 2012 Chaudhry, Ravichandran, Hager, Vidal (bib0014) 2009 Laptev, Lindeberg (bib0009) 2003; 1 Keskin, Kirac, Kara, Akarun (bib0024) 2012 Wang, Ullah, Klaser, Laptev, Schmid (bib0010) 2009 Liu, Li, Wang (bib0018) 2009; 1 Gallo, Placitelli, Ciampi (bib0003) 2011 Mahmood, Khan (bib0022) 2009 Ojala, Pietikainen, Maenpaa (bib0015) 2002; 24 Ojala, Pietikäinen, Harwood (bib0020) 1996; 29 Ren, Yuan, Zhang (bib0004) 2011 Pugeault, Bowden (bib0007) 2011 Huang, Zhao, Gao, Long, Xiong, Yuan, Han (bib0016) 2010; 4 Pourazad (10.1016/j.cviu.2015.07.009_bib0002) 2011 Pugeault (10.1016/j.cviu.2015.07.009_bib0007) 2011 Wang (10.1016/j.cviu.2015.07.009_bib0010) 2009 Keskin (10.1016/j.cviu.2015.07.009_bib0024) 2012 Yang (10.1016/j.cviu.2015.07.009_bib0012) 2002; 24 Lee (10.1016/j.cviu.2015.07.009_bib0001) 2013 Liu (10.1016/j.cviu.2015.07.009_bib0018) 2009; 1 Gallo (10.1016/j.cviu.2015.07.009_bib0003) 2011 Chaudhry (10.1016/j.cviu.2015.07.009_bib0014) 2009 Freeman (10.1016/j.cviu.2015.07.009_bib0013) 1995; 12 Choi (10.1016/j.cviu.2015.07.009_bib0021) 2000; 5 Ojala (10.1016/j.cviu.2015.07.009_bib0015) 2002; 24 Ren (10.1016/j.cviu.2015.07.009_bib0005) 2013; 15 Meena (10.1016/j.cviu.2015.07.009_bib0017) 2011 Ren (10.1016/j.cviu.2015.07.009_bib0004) 2011 Laptev (10.1016/j.cviu.2015.07.009_bib0009) 2003; 1 Wang (10.1016/j.cviu.2015.07.009_bib0008) 2013 Zhao (10.1016/j.cviu.2015.07.009_bib0019) 2007; 29 Huang (10.1016/j.cviu.2015.07.009_bib0016) 2010; 4 Ojala (10.1016/j.cviu.2015.07.009_bib0020) 1996; 29 Kuznetsova (10.1016/j.cviu.2015.07.009_bib0006) 2013 Mahmood (10.1016/j.cviu.2015.07.009_bib0022) 2009 del Blanco (10.1016/j.cviu.2015.07.009_bib0023) 2012; 58 Umakanthan (10.1016/j.cviu.2015.07.009_bib0011) 2012 |
| References_xml | – start-page: 1 year: 2012 end-page: 8 ident: bib0011 article-title: Spatio temporal feature evaluation for action recognition publication-title: International Conference on Digital Image Computing Techniques and Applications – volume: 12 start-page: 296 year: 1995 end-page: 301 ident: bib0013 article-title: Orientation histograms for hand gesture recognition publication-title: International Workshop on Automatic Face and Gesture Recognition – volume: 24 start-page: 971 year: 2002 end-page: 987 ident: bib0015 article-title: Multiresolution gray-scale and rotation invariant texture classification with local binary patterns publication-title: IEEE Trans. Pattern Anal. Machine Intell. – start-page: 1 year: 2013 end-page: 4 ident: bib0008 article-title: Real-time hand posture recognition based on hand dominant line using kinect publication-title: IEEE International Conference on Multimedia and Expo Workshops – volume: 1 start-page: 197 year: 2009 end-page: 200 ident: bib0018 article-title: Automatic facial expression recognition based on local binary patterns of local areas publication-title: International Conference on Information Engineering – start-page: 31 year: 2012 end-page: 36 ident: bib0024 article-title: Randomized decision forests for static and dynamic hand shape classification publication-title: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops – start-page: 124.1 year: 2009 end-page: 124.11 ident: bib0010 article-title: Evaluation of local spatio-temporal features for action recognition publication-title: British Machine Vision Conference – volume: 4 start-page: 1887 year: 2010 end-page: 1891 ident: bib0016 article-title: Local binary pattern based texture analysis for visual fire recognition publication-title: International Congress on Image and Signal Processing – volume: 15 start-page: 1110 year: 2013 end-page: 1120 ident: bib0005 article-title: Robust part-based hand gesture recognition using kinect sensor publication-title: IEEE Trans. Multimed. – volume: 5 start-page: 2146 year: 2000 end-page: 2148 ident: bib0021 article-title: Feature extraction based on the Bhattacharyya distance publication-title: International Geoscience and Remote Sensing Symposium – volume: 1 start-page: 432 year: 2003 end-page: 439 ident: bib0009 article-title: Space-time interest points publication-title: IEEE International Conference on Computer Vision – start-page: 83 year: 2013 end-page: 90 ident: bib0006 article-title: Real-time sign language recognition using a consumer depth camera publication-title: IEEE International Conference on Computer Vision Workshops – start-page: 173 year: 2013 end-page: 174 ident: bib0001 article-title: Smart tv interaction system using face and hand gesture recognition publication-title: IEEE International Conference on Consumer Electronics – start-page: 782 year: 2011 end-page: 786 ident: bib0017 article-title: Local binary patterns and its variants for face recognition publication-title: International Conference on Recent Trends in Information Technology – volume: 29 start-page: 915 year: 2007 end-page: 928 ident: bib0019 article-title: Dynamic texture recognition using local binary patterns with an application to facial expressions publication-title: IEEE Trans. Pattern Anal. Machine Intell. – volume: 58 start-page: 857 year: 2012 end-page: 862 ident: bib0023 article-title: An efficient multiple object detection and tracking framework for automatic counting and video surveillance applications publication-title: IEEE Trans. Consum. Electron. – start-page: 649 year: 2011 end-page: 650 ident: bib0002 article-title: A random forests-based approach for estimating depth of human body gestures using a single video camera publication-title: IEEE International Conference on Consumer Electronics – start-page: 1093 year: 2011 end-page: 1096 ident: bib0004 article-title: Robust hand gesture recognition based on finger-earth mover’s distance with a commodity depth camera publication-title: Proceedings of the International Conference on Multimedia – start-page: 1114 year: 2011 end-page: 1119 ident: bib0007 article-title: Spelling it out: real–time ASL fingerspelling recognition publication-title: IEEE International Conference on Computer Vision Workshops – volume: 24 start-page: 1061 year: 2002 end-page: 1074 ident: bib0012 article-title: Extraction of 2D motion trajectories and its application to hand gesture recognition publication-title: IEEE Trans. Pattern Anal. Mach. Intell. – volume: 29 start-page: 51 year: 1996 end-page: 59 ident: bib0020 article-title: A comparative study of texture measures with classification based on featured distributions publication-title: Pattern Recognit. – start-page: 1 year: 2011 end-page: 6 ident: bib0003 article-title: Controller-free exploration of medical image data: experiencing the Kinect publication-title: International Symposium on Computer-Based Medical Systems – start-page: 1209 year: 2009 end-page: 1212 ident: bib0022 article-title: Early terminating algorithms for adaboost based detectors publication-title: IEEE International Conference on Image Processing – start-page: 1932 year: 2009 end-page: 1939 ident: bib0014 article-title: Histograms of oriented optical flow and Binet-Cauchy kernels on nonlinear dynamical systems for the recognition of human actions publication-title: IEEE Conference on Computer Vision and Pattern Recognition – start-page: 1 year: 2012 ident: 10.1016/j.cviu.2015.07.009_bib0011 article-title: Spatio temporal feature evaluation for action recognition – start-page: 782 year: 2011 ident: 10.1016/j.cviu.2015.07.009_bib0017 article-title: Local binary patterns and its variants for face recognition – start-page: 1093 year: 2011 ident: 10.1016/j.cviu.2015.07.009_bib0004 article-title: Robust hand gesture recognition based on finger-earth mover’s distance with a commodity depth camera – volume: 29 start-page: 51 issue: 1 year: 1996 ident: 10.1016/j.cviu.2015.07.009_bib0020 article-title: A comparative study of texture measures with classification based on featured distributions publication-title: Pattern Recognit. doi: 10.1016/0031-3203(95)00067-4 – volume: 4 start-page: 1887 year: 2010 ident: 10.1016/j.cviu.2015.07.009_bib0016 article-title: Local binary pattern based texture analysis for visual fire recognition – volume: 1 start-page: 197 year: 2009 ident: 10.1016/j.cviu.2015.07.009_bib0018 article-title: Automatic facial expression recognition based on local binary patterns of local areas – start-page: 173 year: 2013 ident: 10.1016/j.cviu.2015.07.009_bib0001 article-title: Smart tv interaction system using face and hand gesture recognition – start-page: 83 year: 2013 ident: 10.1016/j.cviu.2015.07.009_bib0006 article-title: Real-time sign language recognition using a consumer depth camera – start-page: 1114 year: 2011 ident: 10.1016/j.cviu.2015.07.009_bib0007 article-title: Spelling it out: real–time ASL fingerspelling recognition – start-page: 124.1 year: 2009 ident: 10.1016/j.cviu.2015.07.009_bib0010 article-title: Evaluation of local spatio-temporal features for action recognition – start-page: 1 year: 2011 ident: 10.1016/j.cviu.2015.07.009_bib0003 article-title: Controller-free exploration of medical image data: experiencing the Kinect – start-page: 1209 year: 2009 ident: 10.1016/j.cviu.2015.07.009_bib0022 article-title: Early terminating algorithms for adaboost based detectors – volume: 58 start-page: 857 issue: 3 year: 2012 ident: 10.1016/j.cviu.2015.07.009_bib0023 article-title: An efficient multiple object detection and tracking framework for automatic counting and video surveillance applications publication-title: IEEE Trans. Consum. Electron. doi: 10.1109/TCE.2012.6311328 – volume: 1 start-page: 432 year: 2003 ident: 10.1016/j.cviu.2015.07.009_bib0009 article-title: Space-time interest points – start-page: 1 year: 2013 ident: 10.1016/j.cviu.2015.07.009_bib0008 article-title: Real-time hand posture recognition based on hand dominant line using kinect – volume: 24 start-page: 971 issue: 7 year: 2002 ident: 10.1016/j.cviu.2015.07.009_bib0015 article-title: Multiresolution gray-scale and rotation invariant texture classification with local binary patterns publication-title: IEEE Trans. Pattern Anal. Machine Intell. doi: 10.1109/TPAMI.2002.1017623 – start-page: 31 year: 2012 ident: 10.1016/j.cviu.2015.07.009_bib0024 article-title: Randomized decision forests for static and dynamic hand shape classification – volume: 29 start-page: 915 issue: 6 year: 2007 ident: 10.1016/j.cviu.2015.07.009_bib0019 article-title: Dynamic texture recognition using local binary patterns with an application to facial expressions publication-title: IEEE Trans. Pattern Anal. Machine Intell. doi: 10.1109/TPAMI.2007.1110 – volume: 5 start-page: 2146 year: 2000 ident: 10.1016/j.cviu.2015.07.009_bib0021 article-title: Feature extraction based on the Bhattacharyya distance – volume: 15 start-page: 1110 issue: 5 year: 2013 ident: 10.1016/j.cviu.2015.07.009_bib0005 article-title: Robust part-based hand gesture recognition using kinect sensor publication-title: IEEE Trans. Multimed. doi: 10.1109/TMM.2013.2246148 – start-page: 1932 year: 2009 ident: 10.1016/j.cviu.2015.07.009_bib0014 article-title: Histograms of oriented optical flow and Binet-Cauchy kernels on nonlinear dynamical systems for the recognition of human actions – start-page: 649 year: 2011 ident: 10.1016/j.cviu.2015.07.009_bib0002 article-title: A random forests-based approach for estimating depth of human body gestures using a single video camera – volume: 24 start-page: 1061 issue: 8 year: 2002 ident: 10.1016/j.cviu.2015.07.009_bib0012 article-title: Extraction of 2D motion trajectories and its application to hand gesture recognition publication-title: IEEE Trans. Pattern Anal. Mach. Intell. doi: 10.1109/TPAMI.2002.1023803 – volume: 12 start-page: 296 year: 1995 ident: 10.1016/j.cviu.2015.07.009_bib0013 article-title: Orientation histograms for hand gesture recognition |
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