dblp.uni-trier.dewww.uni-trier.de

Dmitry B. Goldgof Vis

List of publications from the DBLP Bibliography Server - FAQ
Coauthor Index - Ask others: ACM DL/Guide - CiteSeerX - CSB - MetaPress - Google - Bing - Yahoo
Home Page

*2009
86EEYuhua Gu, Lawrence O. Hall, Dmitry B. Goldgof: Ant Clustering Using Ensembles of Partitions. MCS 2009: 283-292
85EERangachar Kasturi, Dmitry B. Goldgof, Padmanabhan Soundararajan, Vasant Manohar, John S. Garofolo, Rachel Bowers, Matthew Boonstra, Valentina N. Korzhova, Jing Zhang: Framework for Performance Evaluation of Face, Text, and Vehicle Detection and Tracking in Video: Data, Metrics, and Protocol. IEEE Trans. Pattern Anal. Mach. Intell. 31(2): 319-336 (2009)
84EEProdip Hore, Lawrence O. Hall, Dmitry B. Goldgof: A scalable framework for cluster ensembles. Pattern Recognition 42(5): 676-688 (2009)
2008
83EERangachar Kasturi, Noah Sulman, Thomas A. Sanocki, Dmitry B. Goldgof: How effective is human video surveillance performance? ICPR 2008: 1-3
82EEJing Zhang, Dmitry B. Goldgof, Rangachar Kasturi: A new edge-based text verification approach for video. ICPR 2008: 1-4
81EESergiy Fefilatyev, Dmitry B. Goldgof: Detection and tracking of marine vehicles in video. ICPR 2008: 1-4
80EEVasant Manohar, Matthew Shreve, Dmitry B. Goldgof, Sudeep Sarkar: Finite element modeling of facial deformation in videos for computing strain pattern. ICPR 2008: 1-4
79EEJoshua Candamo, Dmitry B. Goldgof: Wire detection in low-altitude, urban, and low-quality video frames. ICPR 2008: 1-4
2007
78EEProdip Hore, Lawrence O. Hall, Dmitry B. Goldgof: Single Pass Fuzzy C Means. FUZZ-IEEE 2007: 1-7
77EELi Chen, Dmitry B. Goldgof, Lawrence O. Hall, Steven Eschrich: Noise-Based Feature Perturbation as a Selection Method for Microarray Data. ISBRA 2007: 237-247
76EESergiy Fefilatyev, Tim V. Ivanovskiy, Lawrence O. Hall, Dmitry B. Goldgof, Shibendra S. Pobi, Halina Greenstien, Amit P. Pathak, Christopher R. Garret: Clinical deployment of a medical expert system to increase accruals for clinical trials: Challenges. SMC 2007: 1482-1487
75EEProdip Hore, Lawrence O. Hall, Dmitry B. Goldgof: A fuzzy c means variant for clustering evolving data streams. SMC 2007: 360-365
74EEYong Zhang, Yan Qiu, Dmitry B. Goldgof, Sudeep Sarkar, Lihua Li: 3D Finite Element Modeling of Nonrigid Breast Deformation for Feature Registration in -ray and MR Images. WACV 2007: 38
73EEVasant Manohar, Dmitry B. Goldgof, Sudeep Sarkar, Yong Zhang: Facial Strain Pattern as a Soft Forensic Evidence. WACV 2007: 42
72EEYong Zhang, Dmitry B. Goldgof, Sudeep Sarkar, Leonid V. Tsap: A sensitivity analysis method and its application in physics-based nonrigid motion modeling. Image Vision Comput. 25(3): 262-273 (2007)
71EELeonid V. Tsap, Mark A. Duchaineau, Dmitry B. Goldgof, Min C. Shin: Data-driven feature modeling, recognition and analysis in a discovery of supersonic cracks in multimillion-atom simulations. Pattern Recognition 40(9): 2400-2407 (2007)
2006
70EEVasant Manohar, Padmanabhan Soundararajan, Harish Raju, Dmitry B. Goldgof, Rangachar Kasturi, John S. Garofolo: Performance Evaluation of Object Detection and Tracking in Video. ACCV (2) 2006: 151-161
69EEVasant Manohar, Padmanabhan Soundararajan, Matthew Boonstra, Harish Raju, Dmitry B. Goldgof, Rangachar Kasturi, John S. Garofolo: Performance Evaluation of Text Detection and Tracking in Video. Document Analysis Systems 2006: 576-587
68EECindy L. Bethel, Lawrence O. Hall, Dmitry B. Goldgof: Mining for Implications in Medical Data. ICPR (1) 2006: 1212-1215
67EEValentina N. Korzhova, Dmitry B. Goldgof, Grigori M. Sisoev: Detection of SpiralWaves in Video. ICPR (1) 2006: 396-399
66EEPadmanabhan Soundararajan, Matthew Boonstra, Vasant Manohar, Valentina N. Korzhova, Dmitry B. Goldgof, Rangachar Kasturi, Shubha Prasad, Harish Raju, Rachel Bowers, John S. Garofolo: Evaluation Framework for Video OCR. ICVGIP 2006: 829-836
65EEYong Zhang, Lawrence O. Hall, Dmitry B. Goldgof, Sudeep Sarkar: A constrained genetic approach for computing material property of elastic objects. IEEE Trans. Evolutionary Computation 10(3): 341-357 (2006)
2005
64EEDmitry B. Goldgof: Model Construction of Nonrigid Biological Objects from Images. ENC 2005
63EETong Luo, Lawrence O. Hall, Dmitry B. Goldgof, Andrew Remsen: Bit Reduction Support Vector Machine. ICDM 2005: 733-736
62EETong Luo, Kurt Kramer, Dmitry B. Goldgof, Lawrence O. Hall, Scott Samson, Andrew Remsen, Thomas Hopkins: Active Learning to Recognize Multiple Types of Plankton. Journal of Machine Learning Research 6: 589-613 (2005)
2004
61EEBhavesh D. Goswami, Lawrence O. Hall, Dmitry B. Goldgof, Eugene Fink, Jeffrey P. Krischer: Using Probabilistic Methods to Optimize Data Entry in Accrual of Patients to Clinical Trials. CBMS 2004: 434-
60EEYong Zhang, Sangeeta J. Kundu, Dmitry B. Goldgof, Sudeep Sarkar, Leonid V. Tsap: Elastic Face, An Anatomy-Based Biometrics Beyond Visible Cue. ICPR (2) 2004: 19-22
59EETong Luo, Kurt Kramer, Dmitry B. Goldgof, Lawrence O. Hall, Scott Samson, Andrew Remsen, Thomas Hopkins: Active Learning to Recognize Multiple Types of Plankton. ICPR (3) 2004: 478-481
58 Yan Qiu, Dmitry B. Goldgof, Lihua Li, Sudeep Sarkar, Yong Zhang, Sorin Anton: Correspondence Recovery In 2-View Mammography. ISBI 2004: 197-200
57EEEugene Fink, Princeton K. Kokku, Savvas Nikiforou, Lawrence O. Hall, Dmitry B. Goldgof, Jeffrey P. Krischer: Selection of patients for clinical trials: an interactive web-based system. Artificial Intelligence in Medicine 31(3): 241-254 (2004)
56EEYong Zhang, Dmitry B. Goldgof, Sudeep Sarkar, Leonid V. Tsap: A modeling approach for burn scar assessment using natural features and elastic property. IEEE Trans. Med. Imaging 23(10): 1325-1329 (2004)
55EETong Luo, Kurt Kramer, Dmitry B. Goldgof, Lawrence O. Hall, Scott Samson, Andrew Remsen, Thomas Hopkins: Recognizing plankton images from the shadow image particle profiling evaluation recorder. IEEE Transactions on Systems, Man, and Cybernetics, Part B 34(4): 1753-1762 (2004)
54EEMark W. Powell, Sudeep Sarkar, Dmitry B. Goldgof, Krassimir Ivanov: A methodology for extracting objective color from images. IEEE Transactions on Systems, Man, and Cybernetics, Part B 34(5): 1964-1978 (2004)
53EETong Luo, Kurt Kramer, Dmitry B. Goldgof, Lawrence O. Hall, Scott Samson, Andrew Remsen, Thomas Hopkins: Errata to "Recognizing Plankton Images From the Shadow Image Particle Profiling Evaluation Recorder". IEEE Transactions on Systems, Man, and Cybernetics, Part B 34(6): 2423-2423 (2004)
52EEMin C. Shin, Leonid V. Tsap, Dmitry B. Goldgof: Gesture recognition using Bezier curves for visualization navigation from registered 3-D data. Pattern Recognition 37(5): 1011-1024 (2004)
2003
51EEYong Zhang, Dmitry B. Goldgof, Sudeep Sarkar: Towards Physically-Sound Registration Using Object-Specific Properties for Regularization. WBIR 2003: 358-366
50 Adam Hoover, Dmitry B. Goldgof, Kevin W. Bowyer: Egomotion estimation of a range camera using the space envelope. IEEE Transactions on Systems, Man, and Cybernetics, Part B 33(4): 717-721 (2003)
49EEChandra Kambhamettu, Dmitry B. Goldgof, Matthew He, Pavel Laskov: 3D nonrigid motion analysis under small deformations. Image Vision Comput. 21(3): 229-245 (2003)
2002
48EEYong Zhang, Dmitry B. Goldgof, Sudeep Sarkar, Min C. Shin: Recovering Elastic Property of Soft Tissues Using 2D Image Sequences With Limited Range Data. ICPR (1) 2002: 755-758
47EEYong Zhang, Dmitry B. Goldgof, Sudeep Sarkar, Leonid V. Tsap: Tracking Objects Using Recovered Physical Motion Parameters. ICPR (2) 2002: 10-13
46 Mingrui Zhang, Lawrence O. Hall, Dmitry B. Goldgof: A generic knowledge-guided image segmentation and labeling system using fuzzy clustering algorithms. IEEE Transactions on Systems, Man, and Cybernetics, Part B 32(5): 571-582 (2002)
2001
45 Lynn M. Fletcher-Heath, Lawrence O. Hall, Dmitry B. Goldgof, F. Reed Murtagh: Automatic segmentation of non-enhancing brain tumors in magnetic resonance images. Artificial Intelligence in Medicine 21(1-3): 43-63 (2001)
44EEMin C. Shin, Dmitry B. Goldgof, Kevin W. Bowyer: Comparison of Edge Detector Performance through Use in an Object Recognition Task. Computer Vision and Image Understanding 84(1): 160-178 (2001)
43EELin Zhou, Chandra Kambhamettu, Dmitry B. Goldgof, Kannappan Palaniappan, Frederick Hasler: Tracking Nonrigid Motion and Structure from 2D Satellite Cloud Images without Correspondences. IEEE Trans. Pattern Anal. Mach. Intell. 23(11): 1330-1336 (2001)
42EEMark W. Powell, Sudeep Sarkar, Dmitry B. Goldgof: A Simple Strategy for Calibrating the Geometry of Light Sources. IEEE Trans. Pattern Anal. Mach. Intell. 23(9): 1022-1027 (2001)
41EELeonid V. Tsap, Dmitry B. Goldgof, Sudeep Sarkar: Fusion of physically-based registration and deformation modeling for nonrigid motion analysis. IEEE Transactions on Image Processing 10(11): 1659-1669 (2001)
40 Min C. Shin, Dmitry B. Goldgof, Kevin W. Bowyer, Savvas Nikiforou: Comparison of edge detection algorithms using a structure from motion task. IEEE Transactions on Systems, Man, and Cybernetics, Part B 31(4): 589-601 (2001)
39 Mark W. Powell, Dmitry B. Goldgof: Software Toolkit for Teaching Image Processing. IJPRAI 15(5): 833-844 (2001)
38EESenthil Kumar, Maha Sallam, Dmitry B. Goldgof: Matching point features under small nonrigid motion. Pattern Recognition 34(12): 2353-2365 (2001)
2000
37EEMark W. Powell, Sudeep Sarkar, Dmitry B. Goldgof: Calibration of Light Sources. CVPR 2000: 2263-2269
36EELeonid V. Tsap, Dmitry B. Goldgof, Sudeep Sarkar: Multiscale Combination of Physically-Based Registration and Deformation Modeling. CVPR 2000: 2422-2429
35EELin Zhou, Chandra Kambhamettu, Dmitry B. Goldgof: Fluid Structure and Motion Analysis from Multi-spectrum 2D Cloud Image Sequences. CVPR 2000: 2744-2751
34EEWensheng Yao, Lawrence O. Hall, Dmitry B. Goldgof, Frank E. Müller-Karger: Finding Green River in SeaWiFS Satellite Images. ICPR 2000: 2307-2310
33EEMin C. Shin, Ramprasad Balasubramanian, Dmitry B. Goldgof, Carlos Kim: Framework of Integrating 2D Points and Curves for Tracking of 3D Nonrigid Motion and Structure. ICPR 2000: 3831-3834
32EEYong Zhang, Dmitry B. Goldgof, Sudeep Sarkar, Leonid V. Tsap: Model-Based Nonrigid Motion Analysis Using Natural Feature Adaptive Mesh. ICPR 2000: 3839-3843
31EELeonid V. Tsap, Dmitry B. Goldgof, Sudeep Sarkar: Nonrigid Motion Analysis Based on Dynamic Refinement of Finite Element Models. IEEE Trans. Pattern Anal. Mach. Intell. 22(5): 526-543 (2000)
30 Leonid V. Tsap, Dmitry B. Goldgof, Sudeep Sarkar, Pauline S. Powers: A Method for Increasing Precision and Reliability of Elasticity Analysis in Complicated Burn Scar Cases. IJPRAI 14(2): 189-210 (2000)
29EEMingrui Zhang, Lawrence O. Hall, Dmitry B. Goldgof, Frank E. Müller-Karger: Knowledge-Guided Classification of Coastal Zone Color Images Off the West Florida Shelf. IJPRAI 14(8): 987-1007 (2000)
1999
28EEMin C. Shin, Dmitry B. Goldgof, Kevin W. Bowyer: Comparison of Edge Detectors Using an Object Recognition Task. CVPR 1999: 1360-
27EELin Zhou, Chandra Kambhamettu, Dmitry B. Goldgof: Extracting Nonrigid Motion and 3D Structure of Hurricanes from Satellite Image Sequences without Correspondences. CVPR 1999: 2280-2285
26EELeonid V. Tsap, Dmitry B. Goldgof, Sudeep Sarkar: Model-based force-driven nonrigid motion recovery from sequences of range images without point correspondences. Image Vision Comput. 17(14): 997-1007 (1999)
1998
25EEMin C. Shin, Dmitry B. Goldgof, Kevin W. Bowyer: An Objective Comparison Methodology of Edge Detection Algorithms Using a Structure from Motion Task. CVPR 1998: 190-195
24EELeonid V. Tsap, Dmitry B. Goldgof, Sudeep Sarkar: Nonrigid Motion Analysis Based on Dynamic Refinement of Finite Element Models. CVPR 1998: 728-734
23 Sanjukta Bhanja, Lynn M. Fletcher-Heath, Lawrence O. Hall, Dmitry B. Goldgof, Jeffrey P. Krischer: A Qualitative Expert System for Clinical Trial Assignment. FLAIRS Conference 1998: 84-88
22 Ramprasad Balasubramanian, Dmitry B. Goldgof, Chandra Kambhamettu: Tracking of Nonrigid Motion and 3D Structure from 2D Image Sequences without Correspondences. ICIP (1) 1998: 933-937
21 Leonid V. Tsap, Dmitry B. Goldgof, Sudeep Sarkar: Model-based Nonrigid Motion Recovery from Sequences of Range Images without Point Correspondences. ICIP (2) 1998: 218-222
20EEAdam Hoover, Dmitry B. Goldgof, Kevin W. Bowyer: The Space Envelope: A Representation for 3D Scenes. Computer Vision and Image Understanding 69(3): 310-329 (1998)
19EELeonid V. Tsap, Dmitry B. Goldgof, Sudeep Sarkar, Wen-Chen Huang: Efficient Nonlinear Finite Element Modeling of Nonrigid Objects via Optimization of Mesh Models. Computer Vision and Image Understanding 69(3): 330-350 (1998)
18 Matthew C. Clark, Lawrence O. Hall, Dmitry B. Goldgof, Robert P. Velthuizen, F. Reed Murtagh, Martin S. Silbiger: Automatic Tumor Segmentation Using Knowledge-Based Clustering. IEEE Trans. Med. Imaging 17(2): 187-201 (1998)
17 Leonid V. Tsap, Dmitry B. Goldgof, Sudeep Sarkar, Pauline S. Powers: A Vision-Based Technique for Objective Assessment of Burn Scars. IEEE Trans. Med. Imaging 17(4): 620-633 (1998)
16EEAdam Hoover, Dmitry B. Goldgof, Kevin W. Bowyer: Dynamic-Scale Model Construction From Range Imagery. IEEE Trans. Pattern Anal. Mach. Intell. 20(12): 1352-1357 (1998)
15 Sudeep Sarkar, Dmitry B. Goldgof: Integrating Image Computation in Undergraduate Level Data-Structure Education. IJPRAI 12(8): 1071-1080 (1998)
1996
14EESenthil Kumar, Dmitry B. Goldgof: Recovery of Global Nonrigid Motion - Based Approach Without Point Correspondences. CVPR 1996: 594-599
13EEAdam Hoover, Gillian Jean-Baptiste, Xiaoyi Jiang, Patrick J. Flynn, Horst Bunke, Dmitry B. Goldgof, Kevin W. Bowyer, David W. Eggert, Andrew W. Fitzgibbon, Robert B. Fisher: An Experimental Comparison of Range Image Segmentation Algorithms. IEEE Trans. Pattern Anal. Mach. Intell. 18(7): 673-689 (1996)
1995
12 Matthew C. Clark, Lawrence O. Hall, Dmitry B. Goldgof, Martin S. Silbiger: Using Fuzzy Information in Knowledge Guided Segmentation of Brain Tumors. Fuzzy Logic in Artificial Intelligence 1995: 167-181
11EEKannappan Palaniappan, Chandra Kambhamettu, Frederick Hasler, Dmitry B. Goldgof: Structure and Semi-Fluid Motion Analysis of Stereoscopic Satellite Images for Cloud Tracking. ICCV 1995: 659-665
10EEArt Matheny, Dmitry B. Goldgof: The Use of Three- and Four-Dimensional Surface Harmonics for Rigid and Nonrigid Shape Recovery and Representation. IEEE Trans. Pattern Anal. Mach. Intell. 17(10): 967-981 (1995)
9EESenthil Kumar, Song Han, Dmitry B. Goldgof, Kevin W. Bowyer: On Recovering Hyperquadrics from Range Data. IEEE Trans. Pattern Anal. Mach. Intell. 17(11): 1079-1083 (1995)
8EEAdam Hoover, Dmitry B. Goldgof, Kevin W. Bowyer: Extracting a Valid Boundary Representation from a Segmented Range Image. IEEE Trans. Pattern Anal. Mach. Intell. 17(9): 920-924 (1995)
1994
7EEChih-Tzay D. Lin, Dmitry B. Goldgof, Wen-Chen Huang: Motion estimation from scaled orthographic projections without correspondences. Image Vision Comput. 12(2): 95-108 (1994)
6EESenthil Kumar, Nathan Ranganathan, Dmitry B. Goldgof: Parallel algorithms for circle detection in images. Pattern Recognition 27(8): 1019-1028 (1994)
5EESanjoy K. Mishra, Dmitry B. Goldgof, Chandra Kambhamettu: Estimating non-rigid motion from point and line correspondences. Pattern Recognition Letters 15(6): 559-566 (1994)
1993
4EEDavid W. Eggert, Kevin W. Bowyer, Charles R. Dyer, Henrik I. Christensen, Dmitry B. Goldgof: The Scale Space Aspect Graph. IEEE Trans. Pattern Anal. Mach. Intell. 15(11): 1114-1130 (1993)
3EEWen-Chen Huang, Dmitry B. Goldgof: Adaptive-Size Meshes for Rigid and Nonrigid Shape Analysis and Synthesis. IEEE Trans. Pattern Anal. Mach. Intell. 15(6): 611-616 (1993)
1992
2EEDmitry B. Goldgof, Hua Lee, Thomas S. Huang: Matching and motion estimation of three-dimensional point and line sets using eigenstructure without correspondences. Pattern Recognition 25(3): 271-286 (1992)
1989
1EEDmitry B. Goldgof, Thomas S. Huang, Hua Lee: A Curvature-Based Approach to Terrain Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 11(11): 1213-1217 (1989)

Coauthor Index

1Sorin Anton [58]
2Ramprasad Balasubramanian [22] [33]
3Cindy L. Bethel [68]
4Sanjukta Bhanja [23]
5Matthew Boonstra [66] [69] [85]
6Rachel Bowers [66] [85]
7Kevin W. Bowyer [4] [8] [9] [13] [16] [20] [25] [28] [40] [44] [50]
8Horst Bunke [13]
9Joshua Candamo [79]
10Li Chen [77]
11Henrik I. Christensen [4]
12Matthew C. Clark [12] [18]
13Mark A. Duchaineau [71]
14Charles R. Dyer [4]
15David W. Eggert [4] [13]
16Steven Eschrich [77]
17Sergiy Fefilatyev [76] [81]
18Eugene Fink [57] [61]
19Robert B. Fisher [13]
20Andrew W. Fitzgibbon [13]
21Lynn M. Fletcher-Heath [23] [45]
22Patrick J. Flynn [13]
23John S. Garofolo [66] [69] [70] [85]
24Christopher R. Garret [76]
25Bhavesh D. Goswami [61]
26Halina Greenstien [76]
27Yuhua Gu [86]
28Lawrence O. Hall [12] [18] [23] [29] [34] [45] [46] [53] [55] [57] [59] [61] [62] [63] [65] [68] [75] [76] [77] [78] [84] [86]
29Song Han [9]
30Frederick Hasler [11] [43]
31Matthew He [49]
32Adam Hoover [8] [13] [16] [20] [50]
33Thomas Hopkins [53] [55] [59] [62]
34Prodip Hore [75] [78] [84]
35Thomas S. Huang [1] [2]
36Wen-Chen Huang [3] [7] [19]
37Krassimir Ivanov [54]
38Tim V. Ivanovskiy [76]
39Gillian Jean-Baptiste [13]
40Xiaoyi Jiang [13]
41Chandra Kambhamettu [5] [11] [22] [27] [35] [43] [49]
42Rangachar Kasturi [66] [69] [70] [82] [83] [85]
43Carlos Kim [33]
44Princeton K. Kokku [57]
45Valentina N. Korzhova [66] [67] [85]
46Kurt Kramer [53] [55] [59] [62]
47Jeffrey P. Krischer [23] [57] [61]
48Senthil Kumar [6] [9] [14] [38]
49Sangeeta J. Kundu [60]
50Pavel Laskov [49]
51Hua Lee [1] [2]
52Lihua Li [58] [74]
53Chih-Tzay D. Lin [7]
54Tong Luo [53] [55] [59] [62] [63]
55Vasant Manohar [66] [69] [70] [73] [80] [85]
56Art Matheny [10]
57Sanjoy K. Mishra [5]
58Frank E. Müller-Karger [29] [34]
59F. Reed Murtagh [18] [45]
60Savvas Nikiforou [40] [57]
61Kannappan Palaniappan [11] [43]
62Amit P. Pathak [76]
63Shibendra S. Pobi [76]
64Mark W. Powell [37] [39] [42] [54]
65Pauline S. Powers [17] [30]
66Shubha Prasad [66]
67Yan Qiu [58] [74]
68Harish Raju [66] [69] [70]
69Nathan Ranganathan [6]
70Andrew Remsen [53] [55] [59] [62] [63]
71Maha Sallam [38]
72Scott Samson [53] [55] [59] [62]
73Thomas A. Sanocki [83]
74Sudeep Sarkar [15] [17] [19] [21] [24] [26] [30] [31] [32] [36] [37] [41] [42] [47] [48] [51] [54] [56] [58] [60] [65] [72] [73] [74] [80]
75Min C. Shin [25] [28] [33] [40] [44] [48] [52] [71]
76Matthew Shreve [80]
77Martin S. Silbiger [12] [18]
78Grigori M. Sisoev [67]
79Padmanabhan Soundararajan [66] [69] [70] [85]
80Noah Sulman [83]
81Leonid V. Tsap [17] [19] [21] [24] [26] [30] [31] [32] [36] [41] [47] [52] [56] [60] [71] [72]
82Robert P. Velthuizen [18]
83Wensheng Yao [34]
84Jing Zhang [82] [85]
85Mingrui Zhang [29] [46]
86Yong Zhang [32] [47] [48] [51] [56] [58] [60] [65] [72] [73] [74]
87Lin Zhou [27] [35] [43]

Colors in the list of coauthors

Copyright © Tue Nov 3 08:52:44 2009 by Michael Ley (ley@uni-trier.de)