Technical Reports/References for 1994

1. 013194. Shahshahani, B.M. and D.A. Landgrebe. Classification of Multi-Spectral Data By Joint Supervised-Unsupervised Learning. Ph.D. Thesis, School of Electrical Engineering, Purdue University, December 1993, School of Electrical Engineering Technical Report TR-EE-94-1, January, 1994. LARS Technical Report 013194.

    

2. 041894. McCauley, J.D. Comparison of Scene Segmentation and Classifications: SMAP, ECHO, and Maximum Likelihood. 18 pages. April 18, 1994. Summary reported as Communication in IEEE Transactions Geoscience and Remote Sensing, Vol. 33, No. 6, Nov 1995. DOI: 10.1109/36.477185 LARS Technical Report 041894.

    

3. 053194. Johannsen, C.J. and D.A. Landgrebe, D.A. Earth Observation Research Using Multistage EOS-like Data. Final Report - NASA Grant NAGW-925, Aug. 1, 1986 - May 31, 1994. 22 pages. May, 1994. LARS Technical Report 053194.

    

4. 060594. Benediktsson, J.A., J.R. Sveinsson, O.K. Ersoy, and P.H. Swain. Parallel Consensual Neural Networks with Optimally Weighted Output. 9 pages. Proceedings of World Congress of Neural Networks, San Diego, CA, June 5-9, 1994. LARS Technical Report 060594.

    

5. 071694. Zhuang, X, B.A. Engel, D.F. Lozano-Garcia, R.N. Fernandez, C.J. Johannsen. Optimization of training data required for neuro-classification. International Journal of Remote Sensing, Vol.. 15: 3271-3277, 1994. LARS Technical Report 071694. DOI: 10.1080/01431169408954326.

    

6. 080894. Jhung, Y. and P.H. Swain. A Contextual Classifier Based on Markov Random Fields and Robust M-Estimates. Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS'94), pp 1169-1171, Pasadena, Calif, August 8-12, 1994. LARS Technical Report 080894. DOI: 10.1109/IGARSS.1994.399375.

    

7. 080994. Hoffbeck, J. and D.A. Landgrebe. Effect Of Radiance-To-Reflectance Transformation And Atmosphere Removal On Maximum Likelihood Classification Accuracy Of High-Dimensional Remote Sensing Data. Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS'94), pp 3289-3294, Pasadena, Calif, August 8-12, 1994. LARS Technical Report 080994. DOI: 10.1109/IGARSS.1994.399791.

    

8. 081094. Jimenez, L. and D.A. Landgrebe. High Dimensional Feature Reduction Via Projection Pursuit. Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS'94), pp 1473-1479, Pasadena, Calif, August 8-12,1994. LARS Technical Report 081094. DOI: 10.1109/IGARSS.1994.399367.

    

9. 090194. Jeon, B. and D.A. Landgrebe. Fast Parzen Density Estimation Using Clustering-Based Branch and Bound. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 16, No. 9, pp 950-954, September 1994. LARS Technical Report 090194. DOI: 10.1109/34.310693

    

10. 090294. Shahshahani, B.M. and D.A. Landgrebe. The Effect of Unlabeled Samples in Reducing the Small Sample Size Problem and Mitigating the Hughes Phenomenon. IEEE Transactions on Geoscience and Remote Sensing, Vol. 32, No. 5, pp 1087-1095, September 1994. LARS Technical Report 090294. DOI: 10.1109/36.312897

     

11. 100194. Johannsen, C.J. GIS: an Explanation. Conservation Impact, Conservation Technology Information Center, Vol. 12: p 5, October. Do not find a copy of this paper in the LARS archives or online. LARS Technical Report 100194.

     

12. 110194. Johannsen, C.J. Precision Farming: Farming by the Inch. The Earth Observer, A Bimonthly EOS Publication, NASA, Vol. 6: 24-25, November/December, 1994. Do not find a copy of this paper in the LARS archives or online. LARS Technical Report 110194.