상세정보

Offers a review of the state of the art in pattern recognition and image processing. Outlines recent advances in: statistical methods and clustering techniques, probabilistic relaxation, Markovian and connectionist models, computational geometry, structural and hybrid methods, knowledge-based recognition techniques, and machine vision.

정보제공 :

CONTENTS
STATISTICAL METHODS AND CLUSTERING TECHNIQUES
 1. Advances in statistical pattern recognition / A-K. Jain = 1
 2. Texture subspaces / E. Oja ; J. Parkkinen = 21
 3. Automatic selection of a discrimination rule based upon minimization of the empirical risk / L. Devroye = 35
 4. Linear models in spatial discriminant analysis / J. Haslett and G. Horgan = 47
 5. Non supervised classification tools adapted to supervised classification / R. Fages ; M. Terrenoire, D. Tounissoux ; A. Zighed = 57
 6. The bootstrap approach to clustering / J.V. Moreau ; A.K. Jain = 63
 7. On the distribution equivalence in cluster analysis / H. Bacelar-Nicolau = 73
 8. Spatial point processes and clustering tendency in exploratory data analysis / E. Panajarci ; R. Dubes = 81
PROBABILISTIC RELAXATION TECHNIQUES
 9. Relaxation labelling / J. Kittler = 99
 10. Optimisation algorithms in probabilistic relaxation labelling / J. Illingworth ; J. Kittler = 109
 11. Feature point matching using temporal smoothness in velocity / I.K. Sethi ; V. Salari ; S. Vemuri = 119
 12. Multiresolutional cluster segmentation using spatial context / J.J. Gerbrands, E. Backer and X.S. Cheng = 133
FROM MARKOVIAN TO CONNECTIONIST MODELS
 13. Learning the parameters of a hidden Markov random field image model:A simple example / P.A. Devijver ; M.M. Dekesel = 141
 14. Locating texture and object boundaries / D. Geman ; S. Geman ; C. Graffigne = 165
 15. Simulated annealing A pedestrian review of the theory and some applications / E. Aarts ; P.J.M. van Laarhoven = 179
 16. The detection of geological fault lines in radar images / S. G$$\ddot u$$ler ; G. Garcia ; L. G$$\ddot u$$len ; M.N. Toks$$\ddot o$$z = 193
 17. Speech recognition experiment with 10,000 words dictionary / H. Cerf-Danon ; A.-M. Derouault ; M. El-Beze ; B. Merialdo ; S. Soudoplatoff = 203
 18. Adaptive networks and speech pattern processing / J. Bridle = 211
 19. Energy methods in connectionist modelling / J. Feldman = 223
 20. Learning and associative memory / F. Fogelman Soulle ; P. Gailinari ; S. Thiria = 249
 21. Network representations and match filters for invariant object recognition / H. Wechsler = 269
GRAPH THEORY AND GEOMETRY
 22. Problems and possible solutions in the analysis of sparse images / V. Di Ges$$\acute u$$ = 277
 23. Stochastic geometry and perception / R.L. Manicke = 287
 24. Computational geometry: Recent results relevant to pattern recognition / G.T. Toussaint = 295
STRUCTURAL METHODS
 25. Structural methods in pattern analysis / M.G. Thomason = 307
 26. Structural pattern recognition: A random graph approach / A.K.C. Wong = 323
 27. Inexact graph matching used in machine vision / R. E. Backer ; J. Gerbrands = 347
 28. Development of an incremental graph matching device / R.E. Blake = 357
HYBRID METHODS AND Fuzzy SETS
 29. Hybrid methods in pattern recognition / H. Bunke = 367
 30. Fuzzy sets in pattern recognition / H.J. Zimmermann = 383
KNOWLEDGE-BASED RECOGNITION TECHNIQUES
 31. Classification problem solving: A tutorial from an Al perspective / B. Chandrasekaran ; A. Keuneke = 393
 32. On the structure of parallel adaptive search / L.N. Kanal ; T. Tsao = 411
 33. Three dimensional organ recognition by tomograp@c image analysis / S. Dellepiane ; S.B. Serpico ; G. Vernazza = 425
 34. Knowledge-based corhputer recognition of speech / R. De Mori = 433
 35. Modelling (sub)string-length based constraints through a grammatical inference method / H. Rulot ; E. Vidal = 451
MACHINE VISION AND IMAGE PROCESSING
 36. Intrinsic characteristics as the interface between CAD and machine vision systems / T. C. Henderson ; C. Hansen ; B. Bhanu = 461
 37. The tensor differential scale space representation / D. Cyganski ; J.A. Orr = 471
 38. The application of image tensors and a new decomposition / D. Cyganski and J.A. Orr = 481
 39. Image understanding strategies: Application to electron microscopy / J.M. Jolion ; P. Prevot = 493
 40. A diffusion-based description of shape / M.H. Loew = 501
 41. Statistical evaluation of computer extracted blood cell features for screening populations to detect leukemias / H.M. Aus ; H. Harim ; V. ter Meuien ; U. Gunzer = 509
 42. Tissue image segmentation with multicolor, multifocal algorithms / H. Harms ; H.M. Aus = 519
 43. Methods for computer analysis and comparison of two-dimensional protein patterns obtained by electrophoresis / R. C. Mann ; B.K. Mansfield ; J.K. Selkirk = 529
LIST OF PARTICIPANTS = 539