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Publications: Laga, Hamid

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Number of items: 90.

Journal Article

Hasan, M.M., Chopin, J.P., Laga, H. and Miklavcic, S.J. (2019) Correction to: Detection and analysis of wheat spikes using Convolutional Neural Networks. Plant Methods, 15 (1).

Okada, T., Jayasinghe, J.E.A.R.M., Eckermann, P., Watson-Haigh, N.S., Warner, P., Hendrikse, Y., Baes, M., Tucker, E.J., Laga, H., Kato, K., Albertsen, M., Wolters, P., Fleury, D., Baumann, U. and Whitford, R. (2019) Effects of Rht-B1 and Ppd-D1 loci on pollinator traits in wheat. Theoretical and Applied Genetics . In Press.

Hossain, MD.Z., Sohel, F., Shiratuddin, M.F. and Laga, H. (2019) A comprehensive survey of deep learning for image captioning. ACM Computing Surveys, 51 (6). pp. 1-36.

Essid, O., Laga, H. and Samir, C. (2018) Automatic detection and classification of manufacturing defects in metal boxes using deep neural networks. PLoS ONE, 13 (11).

Hasan, M.M., Chopin, J.P., Laga, H. and Miklavcic, S.J. (2018) Detection and analysis of wheat spikes using Convolutional Neural Networks. Plant Methods, 14 (1).

Wang, G., Laga, H., Jia, J., Xie, N. and Tabia, H. (2018) Statistical modeling of the 3D geometry and topology of botanical trees. Computer Graphics Forum, 37 (5). pp. 185-198.

Wang, G., Laga, H., Xie, N., Jia, J. and Tabia, H. (2018) The shape space of 3D botanical tree models. ACM Transactions on Graphics, 37 (1). pp. 1-18.

Tabia, H. and Laga, H. (2017) Multiple vocabulary coding for 3D shape retrieval using Bag of Covariances. Pattern Recognition Letters, 95 . pp. 78-84.

Tabia, H. and Laga, H. (2017) Learning shape retrieval from different modalities. Neurocomputing, 253 . pp. 24-33.

Laga, H. and Tabia, H. (2017) Modeling and exploring Co-variations in the geometry and configuration of Man-made 3D shape families. Computer Graphics Forum, 36 (5). pp. 13-25.

Laga, H., Xie, Q., Jermyn, I.H. and Srivastava, A. (2017) Numerical inversion of SRNF maps for elastic shape analysis of Genus-Zero surfaces. IEEE Transactions on Pattern Analysis and Machine Intelligence, 39 (12). pp. 2451-2464.

Kovalchuk, N., Laga, H., Cai, J., Kumar, P., Parent, B., Lu, Z., Miklavcic, S.J. and Haefele, S.M. (2017) Phenotyping of plants in competitive but controlled environments: A study of drought response in transgenic wheat. Functional Plant Biology, 44 (3). pp. 290-301.

Chopin, J., Laga, H. and Miklavcic, S.J. (2016) A hybrid approach for improving image segmentation: Application to phenotyping of wheat leaves. PloS one, 11 (12).

Chopin, J., Laga, H. and Miklavcic, S.J. (2016) A new method for accurate, high-throughput volume estimation from three 2D projective images. International Journal of Food Properties, 20 (10). pp. 2344-2357.

Nguyen, V., Fleury, D., Timmins, A., Laga, H., Hayden, M., Mather, D. and Okada, T. (2015) Addition of rye chromosome 4R to wheat increases anther length and pollen grain number. Theoretical and Applied Genetics, 128 (5). pp. 953-964.

Tabia, H. and Laga, H. (2015) Covariance-Based descriptors for efficient 3D shape matching, retrieval, and classification. IEEE Transactions on Multimedia, 17 (9). pp. 1591-1603.

Torokhti, A., Howlett, P. and Laga, H. (2015) Estimation of stochastic signals under partially missing information. Signal Processing, 111 . pp. 199-209.

Eck, U., Pankratz, F., Sandor, C., Klinker, G. and Laga, H. (2015) Precise haptic device Co-location for Visuo-Haptic augmented reality. IEEE Transactions on Visualization and Computer Graphics, 21 (12). pp. 1427-1441.

Chopin, J., Laga, H., Huang, C.Y., Heuer, Sigrid and Miklavcic, Stanley J. (2015) RootAnalyzer: A Cross-Section image analysis tool for automated characterization of root cells and tissues. PloS one, 10 (9).

Chopin, J., Laga, H. and Miklavcic, S.J. (2015) The influence of object shape on the convergence of active contour models for image segmentation. The Computer Journal, 59 (5). pp. 603-615.

Torokhti, A., Howlett, P. and Laga, H. (2014) Estimation of large sets of stochastic signals: The case of sparse sampling. Sampling Theory in Signal and Image Processing, 13 (3). pp. 207-230.

Laga, H., Kurtek, S., Srivastava, A. and Miklavcic, S.J. (2014) Landmark-free statistical analysis of the shape of plant leaves. Journal of Theoretical Biology, 363 . pp. 41-52.

Laga, H., Mortara, M. and Spagnuolo, M. (2013) Geometry and context for semantic correspondences and functionality recognition in man-made 3D shapes. ACM Transactions on Graphics, 32 (5). pp. 1-16.

Kurtek, S., Srivastava, A., Klassen, E. and Laga, H. (2013) Landmark-Guided elastic shape analysis of spherically-parameterized surfaces. Computer Graphics Forum, 32 (2pt4). pp. 429-438.

Ning, X., Laga, H., Saito, S. and Nakajima, M. (2011) Contour-driven Sumi-e rendering of real photos. Computers & Graphics, 35 (1). pp. 122-134.

Laga, H. (2011) Data-driven approach for automatic orientation of 3D shapes. The Visual Computer, 27 (11). pp. 977-989.

Sapaico, L.R., Laga, H. and Nakajima, M. (2011) Detection of tongue protrusion gestures from videos. IEICE TRANSACTIONS on Information and Systems, E94-D (8). pp. 1671-1682.

Laga, H. and Takahashi, H. (2009) 3D model databases and tools. The Journal of The Institute of Image Information and Television Engineers, 63 (2). pp. 194-198.

Laga, H. and Takahashi, H. (2009) CUDA (Computer Unified Device Architecture). The Journal of The Institute of Image Information and Television Engineers, 63 (4). pp. 465-470.

Amaoka, T., Laga, H., Saito, S. and Nakajima, M. (2009) Collective body interactive art using 3D scanner technology. The Journal of the Society for Art and Science, 8 (4). pp. 151-159.

Laga, H. and Masayuki, N. (2008) Supervised Learning of Salient 2D Views of 3D Models. The Journal of the Society for Art and Science, 7 (4). pp. 124-131.

Laga, H., Nakajima, M. and Chihara, K. (2007) Discriminative spherical wavelet features for content-based 3D model retrieval. International Journal of Shape Modeling, 13 (1). pp. 51-72.

Laga, H., Takahashi, H. and Nakajima, M. (2006) Spherical parameterization and geometry image-based 3D shape similarity estimation. The Visual Computer, 22 (5). pp. 324-331.

Laga, H. (2005) Scale-Space processing of point-sampled geometry for efficient 3D object segmentation. IEICE TRANSACTIONS on Information and Systems, E88-D (5). pp. 963-970.

Laga, H., Piperakis, R., Takahashi, H. and Nakajima, M. (2003) A radial basis function based approach for polygonfree reconstruction and representation of 3D objects from range data. The Journal of The Institute of Image Information and Television Engineers, 57 (11). pp. 1526-1533.

Achour, K., Zenati, N. and Laga, H. (2001) Contribution to image and contours restoration. Real-Time Imaging, 7 (4). pp. 315-326.

Conference Paper

Laga, H., Jermyn, I.H., Kurtek, S. and Srivastava, A. (2017) Elastic 3D shape analysis using Square-Root normal field representation. In: IEEE 56th Annual Conference on Decision and Control (CDC) 2017, 12 - 15 December 2017, Melbourne, VIC

Eck, U., Hoang, L., Sandor, C., Yamamoto, G., Taketom, T., Kato, H. and Laga, H. (2016) Exploring the perception of co-location errors during tool interaction in visuo-haptic augmented reality. In: 2016 IEEE Virtual Reality (VR) Conference, 19 - 23 March 2016, Greenville, SC

Li, B., Lu, Y., Duan, F., Dong, S., Fan, Y., Qian, L., Laga, H., Li, H., Li, Y., Lui, P., Ovsjanikov, M., Tabia, H., Ye, Y., Yin, H. and Xu, Z. (2016) SHREC'16 Track: 3D Sketch-Based 3D Shape Retrieval. In: Eurographics Workshop on 3D Object Retrieval (3DOR) 2016, 7 - 8 May 2016, Lisbon, Portugal

Joshi, S.H., Xie, Q., Kurtek, S., Srivastava, A. and Laga, H. (2016) Surface Shape morphometry for hippocampal modeling in Alzheimer's disease. In: International Conference on Digital Image Computing: Techniques and Applications (DICTA) 2016, 30 Nov. - 2 Dec. 2016, Surfers Paradise, QLD

Laga, H., Kumar, P., Cai, J., Haefele, S., Anbalagan, R., Kovalchuk, N. and Miklavcic, S.J. (2015) Gaussian mixture models for Image-based cereal plant canopy analysis. In: 21st International Congress on Modelling and Simulation (MODSIM) 2015, 29 November - 4 December 2015, Gold Coast, QLD

Eck, U., Pankratz, F., Sandor, C., Klinker, G. and Laga, H. (2014) Comprehensive workspace calibration for visuo-haptic augmented reality. In: 2014 IEEE International Symposium on Mixed and Augmented Reality (ISMAR) 2014, 10 - 12 September 2014, Munich, Germany

Tabia, H., Laga, H., Picard, D. and Gosselin, P-H (2014) Covariance descriptors for 3D shape matching and retrieval. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2014, 23 - 28 June 2014, Columbus, OH

Kurtek, S., Shen, M. and Laga, H. (2014) Elastic reflection symmetry based shape descriptors. In: IEEE Winter Conference on Applications of Computer Vision (WACV) 2014, 24 - 26 March 2014, Sheraton Steamboat Springs, Colorado

Laga, H., Shahinnia, F. and Fleury, D. (2014) Image-based plant stornata phenotyping. In: 13th International Conference on Control, Automation, Robotics and Vision (ICARCV) 2014, 10 - 12 December 2014, Marina Bay Sands, Singapore

Tabia, H., Picard, D., Laga, H. and Gosselin, P-H (2013) 3D shape similarity using vectors of locally aggregated tensors. In: 20th IEEE International Conference on Image Processing (ICIP) 2013, 15 - 18 September 2013, Melbourne Convention and Exhibition Centre, Melbourne, VIC

Tabia, H., Picard, D., Laga, H. and Gosselin, P-H (2013) Compact vectors of locally aggregated tensors for 3D shape retrieval. In: 6th Eurographics Workshop on 3D Object Retrieval (3DOR) '13, 11 May 2013, Girona, Spain

Laga, H. and Miklavcic, S.J. (2013) Curve-based stereo matching for 3D modeling of plants. In: 20th International Congress on Modelling and Simulation, 1 - 6 December 2013, Adelaide, South Australia

Torokhti, A., Howlett, P.G. and Laga, H. (2013) Estimation of large data sets on the basis of sparse sampling. In: 10th International Conference on Sampling Theory and Applications (SampTA) 2013, 1 - 5 July 2013, Bremen, Germany

Tabia, H., Picard, D., Laga, H. and Gosselin, P-H (2013) Fast approximation of distance between elastic curves using kernels. In: British Machine Vision Conference, 9 - 13 Sept 2013, Bristol, UK

Torokhti, A., Howlett, P. and Laga, H. (2013) Filtering of large signal sets: An almost blind case. In: 8th International Multi-conference on Computing in the global Information Technology (ICCGI) 2013, 21 - 26 July 2013, Nice, France

Chopin, J., Miklavcic, S.J. and Laga, H. (2013) Selection of parameters in active contour models for automated plant phenotypic analysis. In: 20th International Congress on Modelling and Simulation, 1 - 6 December 2013, Adelaide, South Australia

Laga, H., Kurtek, S., Srivastava, A. and Miklavcic, S.J. (2013) Statistical shape models of plant leaves. In: 20th IEEE International Conference on Image Processing (ICIP) 2013, 15 - 18 September 2013, Melbourne Convention and Exhibition Centre, Melbourne, VIC

ElSayed, N.A.M., Sandor, C. and Laga, H. (2013) Visual analytics in augmented reality. In: IEEE International Symposium on Mixed and Augmented Reality (ISMAR) 2013, 1 - 4 October 2013, University of South Australia, Adelaide

Eck, U., Sandor, C. and Laga, H. (2013) Visuo-haptic augmented reality runtime environment for medical training. In: IEEE International Symposium on Mixed and Augmented Reality (ISMAR) 2013, 1 - 4 October 2013, University of South Australia, Adelaide

Laga, H., Kurtek, S., Srivastava, A., Golzarian, M. and Miklavcic, S.J. (2012) A Riemannian elastic metric for Shape-Based plant leaf classification. In: International Conference on Digital Image Computing Techniques and Applications (DICTA) 2012, 3 - 5 December 2012, Fremantle, Western Australia

Xie, N., Laga, H., Saito, S. and Nakajima, M. (2010) IR2s: Interactive real photo to Sumi-e. In: 8th International Symposium on Non-Photorealistic Animation and Renderin (NPAR) 2010, 7 - 10 June 2010, Annecy, France

Laga, H. (2010) Semantics-Driven approach for automatic selection of best views of 3D shapes. In: 3rd Eurographics Workshop on 3D Object Retrieval 2010, 2 May 2010, Norrköping, Sweden

Xie, N., Laga, H. and Nakajima, M. (2010) A demo of iR2s software: Interactive oriental ink painting tool. In: Nicograph International 2010, 18 - 19 June 2010, Furama Riverfront, Singapore

Ning, X., Laga, H., Saito, S. and Nakajima, M. (2009) Contour-driven brush stroke synthesis. In: SIGGRAPH ASIA 2009, 16 - 19 December 2009, Yokohama, Japan

Amaoka, T., Laga, H. and Nakajima, M. (2009) Modeling the Personal Space of Virtual Agents for Behavior Simulation. In: 2009 International Conference on CyberWorlds (CW '09), 7 - 11 September 2009, Bradford, UK

Laga, H. and Amaoka, T. (2009) Modeling the spatial behavior of virtual agents in groups for Non-verbal communication in virtual worlds. In: 3rd International Universal Communication Symposium (IUCS '09), 3 - 4 December 2009, Tokyo, Japan

Sapaico, L.R., Laga, H. and Nakajima, M. (2009) Mouth region localization based on Gabor features and active appearance models. In: NICOGRAPH International 2009, 19 - 20 June 2009, Kanazawa, Ishikawa, Japan

Amaoka, T., Laga, H., Saito, S. and Nakajima, M. (2009) Personal Space-based modeling of relationships between people for new Human-Computer interaction. In: International Workshop on Advanced Imaging Techniques (IWAIT) 2009, 13 January 2009, Seoul, Korea

Montiel, J., Laga, H. and Nakajima, M. (2009) Prototype-based intraclass pose recognition of partial 3D scans. In: NICOGRAPH International 2009, 19 - 20 June 2009, Kanazawa, Ishikawa, Japan

Xie, N., Saito, S., Laga, H. and Nakajima, M. (2009) Shape-driven Oriental Brush Stroke Synthesis. In: NICOGRAPH International 2009, 19 - 20 June 2009, Kanazawa, Ishikawa, Japan

Sapaico, L.R., Laga, H. and Nakajima, M. (2009) The use of tongue protrusion gestures for video-based communication. In: IEEE 12th International Conference on Computer Vision Workshops (ICCV Workshops) 2009, 27 September - 4 October 2009, Kyoto, Japan

Yous, S., Laga, H. and Chihara, K. (2008) People detection and tracking with World-Z map from a single stereo camera. In: 8th International Workshop on Visual Surveillance (VS2008), 12 October 2008, Marseille, France

Yous, S., Laga, H., Kidode, M. and Chihara, K. (2007) GPU-based shape silhouettes. In: 5th International Conference on Computer Graphics and Interactive Techniques in Australasia and Southeast Asia (GRAPHITE) 2007, 1 - 4 December 2007, Perth, Western Australia

Laga, H. and Nakajima, M. (2007) Statistical spherical wavelet moments for Content-based 3D model retrieval. In: 25th Computer Graphics International Conference (CGI) 2007, 30 May - 2 June 2007, Petropolis, Brazil

Laga, H. and Nakajima, M. (2007) A boosting approach to content-based 3D model retrieval. In: 5th International Conference on Computer Graphics and Interactive Techniques in Australasia and Southeast Asia (GRAPHITE) 2007, 1 - 4 December 2007, Perth, Western Australia

Laga, H., Takahashi, H. and Nakajima, M. (2006) Spherical wavelet descriptors for Content-based 3D model retrieval. In: IEEE International Conference on Shape Modeling and Applications (SMI) 2006, 14 - 16 June 2006, Hotel Taikanso, Matsushima, JAPAN

Laga, H., Takahashi, H. and Nakajima, M. (2005) Scale-space framework for efficient segmentation of Point-sampled geometry. In: 8th International Workshop on Advanced Imaging Techniques (IWAIT) 2005, January 2005, Korea

Laga, H. and Takahashi, H. (2004) Geometry image based similarity estimation for 3D model retrieval. In: NICOGRAPH International 2004, 4 - 5 May 2004, Taiwan

Laga, H., Takahashi, H. and Nakajima, M. (2004) Geometry image matching for similarity estimation of 3D shapes. In: Computer Graphics International Conference (CGI) 2004, 19 June 2004, Heraklion, Greece

Laga, H., Takahashi, H. and Nakajima, M. (2004) Scale-Space processing of point-sampled geometry for efficient 3D object segmentation. In: 2004 International Conference on Cyberworlds, 18 - 20 November 2004, Tokyo, Japan

Laga, H., Romanos, P., Hiroki, T. and Masayuki, N. (2003) A radial basis function based approach for 3D object modeling and reconstruction. In: International Workshop on Advanced Imaging Technique (IWAIT) 2003, 21 - 22 January 2003, Nagasaki, Japan

Achour, K., Zenati, N., Laga, H. and Belhocine, M. (1998) Contribution to restoration of degraded images. In: International Conference on Systems, Signals, Control, Computers (SSCC '98), 22 - 24 September 1998, Durban, South Africa

Achour, K., Zenati, N. and Laga, H. (1998) Contribution to restoration of degraded scene images. In: 4th Conference Africaine sur la Recherche en Informatique et en Automatique (CARI98), 12 - 15 October 1998, Dakar, Senegal

Conference Item

Park, J., Laga, H. and Nakajima, M. (2010) Multi-view shape reconstruction in CAVE system. In: Nicograph International 2010, 18 - 19 June 2010, Furama Riverfront, Singapore.

Laga, H., Chihara, K. and Nakajima, M. (2006) 3D model retrieval using spherical extent functions and wavelet descriptors. In: SHREC2006: 3D Shape Retrieval Contest, 2006, Utrecht University, The Netherlands.

Book Chapter

Laga, H. (2018) A survey on nonrigid 3D shape analysis. In: Chellappa, R. and Theodoridis, S., (eds.) Academic Press Library in Signal Processing, Volume 6. Academic Press, pp. 261-304.

Kurtek, S., Jermyn, I.H., Xie, Q., Klassen, E. and Laga, H. (2016) Elastic shape analysis of surfaces and images. In: Turaga, P.K. and Srivastava, A., (eds.) Riemannian Computing in Computer Vision. Springer International Publishing, pp. 257-277.

Eck, U., Stefan, P., Laga, H., Sandor, C., Fallavollita, P. and Navab, N. (2016) Exploring Visuo-Haptic augmented reality user interfaces for Stereo-Tactic neurosurgery planning. In: Zheng, G., Liao, H., Jannin, P., Cattin, P. and Lee, S-L, (eds.) Medical Imaging and Augmented Reality. Springer International Publishing, pp. 208-220.

Kurtek, S., Laga, H. and Xie, Q. (2015) Elastic shape analysis of boundaries of planar objects with multiple components and arbitrary topologies. In: Cremers, D., Reid, I., Saito, H. and Yang, M-H, (eds.) Computer Vision -- ACCV 2014. Springer International Publishing, pp. 424-439.

Banerjee, I., Laga, H., Patanè, G., Kurtek, S., Srivastava, A. and Spagnuolo, M. (2015) Generation of 3D canonical anatomical models: An experience on carpal bones. In: Murino, V., Puppo, E., Sona, D., Cristani, M. and Sansone, C., (eds.) New Trends in Image Analysis and Processing -- ICIAP 2015 Workshops. Springer International Publishing, pp. 167-174.

Laga, H. (2013) Graspable parts recognition in Man-Made 3D shapes. In: Lee, K.M., Matsushita, Y. and Rehg, J.M., (eds.) Computer Vision – ACCV 2012: 11th Asian Conference on Computer Vision, Daejeon, Korea, November 5-9, 2012, Revised Selected Papers, Part II. Springer Berlin Heidelberg, pp. 552-564.

Laga, H. (2009) 3D Shape classification and retrieval using heterogenous features and supervised learning. In: Mellouk, A. and Chebira, A., (eds.) Machine Learning. InTech, pp. 305-324.

Amaoka, T., Laga, H., Saito, S. and Nakajima, M. (2009) Personal space modeling for Human-Computer interaction. In: Natkin, S. and Dupire, J., (eds.) Entertainment Computing – ICEC 2009. Springer Berlin Heidelberg, pp. 60-72.

Laga, H. and Nakajima, M. (2008) Supervised learning of similarity measures for content-based 3D model retrieval. In: Tkunaga, T. and Ortega, A., (eds.) Large-Scale Knowledge Resources. Construction and Application. Springer Berlin Heidelberg, pp. 210-225.

This list was generated on Thu Apr 18 20:50:56 2019 UTC.