Image Processing and Pattern Recognition -  Cornelius T. Leondes

Image Processing and Pattern Recognition (eBook)

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1998 | 1. Auflage
386 Seiten
Elsevier Science (Verlag)
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Image Processing and Pattern Recognition covers major applications in the field, including optical character recognition, speech classification, medical imaging, paper currency recognition, classification reliability techniques, and sensor technology. The text emphasizes algorithms and architectures for achieving practical and effective systems, and presents many examples. Practitioners, researchers, and students in computer science, electrical engineering, andradiology, as well as those working at financial institutions, will value this unique and authoritative reference to diverse applications methodologies.

Key Features
* Coverage includes:
* Optical character recognition
* Speech classification
* Medical imaging
* Paper currency recognition
* Classification reliability techniques
* Sensor technology
Algorithms and architectures for achieving practical and effective systems are emphasized, with many examples illustrating the text. Practitioners, researchers, and students in computer science, electrical engineering, and radiology, as wellk as those working at financial institutions, will find this volume a unique and comprehensive reference source for this diverse applications area.
Image Processing and Pattern Recognition covers major applications in the field, including optical character recognition, speech classification, medical imaging, paper currency recognition, classification reliability techniques, and sensor technology. The text emphasizes algorithms and architectures for achieving practical and effective systems, and presents many examples. Practitioners, researchers, and students in computer science, electrical engineering, andradiology, as well as those working at financial institutions, will value this unique and authoritative reference to diverse applications methodologies.Coverage includes: Optical character recognition Speech classification Medical imaging Paper currency recognition Classification reliability techniques Sensor technology Algorithms and architectures for achieving practical and effective systems are emphasized, with many examples illustrating the text. Practitioners, researchers, and students in computer science, electrical engineering, and radiology, as wellk as those working at financial institutions, will find this volume a unique and comprehensive reference source for this diverse applications area.

Front Cover 1
Interrelationships of Fishes 4
Copyright Page 5
Contents 6
Contributors 10
Preface 12
Chapter 1. An Annotated Bibliography of the Work of Colin Patterson 16
Chapter 2. Phylogenetic Interrelationships of Neoselachians (Chondrichthyes: Euselachii) 24
I. Introduction 24
II. Compagno's Hypothesis and Subsequent Studies 24
III. Character Analysis 29
IV. Discussion 34
V. Classification 40
VI. Summary 42
References 42
Appendix 1 45
Appendix 2 47
Appendix 3 47
Chapter 3. Higher-Level Elasmobranch Phylogeny, Basal Squaleans, and Paraphyly 50
I. Introduction 50
II. Methods 51
III. Recent Elasmobranchs 52
IV. Discussion 66
V. Conclusions 70
VI. Summary 70
References 71
Appendix 1 74
Appendix 2 75
Appendix 3 76
Chapter 4. Interrelationships of the Batoid Fishes (Chondrichthyes: Batoidea) 78
I. Introduction 78
II. Methods and Materials 79
III. Results 80
IV. Discussion 91
V. Summary 96
References 96
Appendix 1 97
Appendix 2 98
Chapter 5. Interrelationships of Acipenseriformes, with Comments on "Chondrostei" 100
I. Introduction 100
II. Historical Overview of Acipenseriformes 101
III. Descriptive Osteology of +Peipiaosteus pani 104
IV. Phylogeny of Acipenseriformes 117
V. Nomenclatural Recommendations 127
VI. New Approaches to Phylogenetics of Chondrostei and Lower Actinopterygians 128
References 129
Appendix 1 130
Chapter 6. Interrelationships of Basal Neopterygians 132
I. Introduction 132
II. Fossils Included in Analysis 134
III. Anatomical Features 135
IV. Monophyletic Neopterygian Groups 143
V. Molecular Evidence 151
VI. Conclusions 153
VII. Summary 154
References 154
Appendix 1 157
Appendix 2 159
Appendix 3 160
Appendix 4 161
Chapter 7. Teleostean Monophyly 162
I. Introduction 162
II. A Note on Fossils and Names 162
III. Characters 165
IV. Discussion and Comparison with Molecular Data 173
V. Summary 174
References 175
Chapter 8. Phylogeny of Osteoglossomorpha 178
I. Introduction 178
II. Monophyly and Extra-group Relationships of Osteoglossomorpha 180
III. tLycopteridae as Stem-Group Osteoglossomorphs 180
IV. Phylogeny of Hiodontiformes Sensu Stricto 182
V. Remarks on Osteoglossiformes 182
VI. Classification of Osteoglossomorpha 184
VII. Some Implications 184
VIII. Summary 186
References 187
Appendix 1 188
Chapter 9. Interrelationships of Elopomorph Fishes 190
I. Introduction 190
II. Morphological Analysis 193
III. Molecular Analysis 195
IV. Total Evidence 197
V. Fossil Elopomorphs 197
VI. Summary 199
References 200
Appendix 1 202
Appendix 2 204
Appendix 3 204
Appendix 4 205
Chapter 10. Clupeomorpha, Sister-Group of Ostariophysi 208
I. Clupeomorpha 208
II. Isospondyli and Derivative Taxa 209
III. Divisions I–III 209
IV. Divisions of Clupeomorpha 210
V. Clupeomorpha and Euteleostei 212
VI. Molecular Data 214
VII. Euteleostei: Doubtful Synapomorphies 215
VIII. Clupeomorpha + Ostariophysi: Possible Synapomorphies 216
IX. Clupeomorpha + Ostariophysi: Doubtful Synapomorphies 217
X. Summary 219
References 219
Chapter 11. Interrelationships of Ostariophysan Fishes (Teleostei) 224
I. Introduction 224
II. Materials and Methods 224
III. Classification 225
IV. Review of Major Ostariophysan Lineages 226
V. Review of the Evidence of Fink and Fink (1981) 236
VI. Discussion 258
VII. Summary 259
References 260
Chapter 12. Relationships of Lower Euteleostean Fishes 266
I. Introduction 266
II. Character Survey 268
III. Discussion of Begle's (1991, 1992) Analyses 315
IV. Monophyly and Interrelationships of Osmeridae 316
V. Monophyly and Interrelationships of Osmeroidei 320
VI. Monophyly of Argentinoidei (sensu Rosen and Greenwood, 1971 Argentinoidea + Alepocephaloidea)
VII. Monophyly and Interrelationships of Argentinoidea 323
VIII. Monophyly and Interrelationships of Alepocephaloidea 324
IX. Monophyly and Relationships of Salmonoidei 327
X. Monophyly and Relationships of Esociformes 329
XI. Monophyly and Relationships of Euteleostei 330
XII. Conclusions 331
XIII. Summary 332
References 332
Material Examined 336
Appendix 1 340
Appendix 2 343
Appendix 3 345
Appendix 4 346
Chapter 13. Interrelationships of Stomiiform Fishes 348
I. Introduction 348
II. Materials and Methods 349
III. Basal Branching Order of Major Stomiiform Clades 350
IV. Infraorders Gonostomata and Photichthya 351
V. Sternoptychidae 352
VI. Gonostomatidae 355
VII. Photichthya 356
VIII. Conclusions 359
IX. Summary 360
References 360
Appendix 1 362
Appendix 2 366
Appendix 3 368
Chapter 14. Interrelationships of Aulopiformes 370
I. Introduction 370
II. Methods 372
III. Bathysauroides Gen. Nov. 373
IV. Monophyly of the Aulopiformes 373
V. Character Analysis 376
VI. Discussion 411
VII. Classification 415
VIII. Summary 416
References 416
Appendix 1 418
Appendix 2 418
Chapter 15. Basal Ctenosquamate Relationships and the Interrelationships of the Myctophiform (Scopelomorph) Fishes 420
I. Introduction 420
II. Methods and Materials 421
III. Character Survey 421
IV. Discussion 437
V. Summary 438
References 439
Appendix 1 440
Appendix 2 441
Chapter 16. Phylogenetic Significance of the Pectoral–Pelvic Fin Association in Acanthomorph Fishes: A Reassessment Using Comparative Neuroanatomy 442
I. Introduction 442
II. Nerves as Systematic Characters 444
III. Notes on Materials and Methods 445
IV. Results 447
V. Discussion 449
VI. Summary 455
References 457
Appendix 1 458
Chapter 17. Morphology, Characters, and the Interrelationships of Basal Sarcopterygians 460
I. Historical Background 460
II. The Principal Sarcopterygian Groups 463
III. The Character Set 476
IV. Discussion 478
V. Conclusions 483
VI. Summary 483
References 484
Appendix 1 489
Appendix 2 492
Appendix 3 494
Systematic Index 496

Preface


Melanie L.J. Stiassny; Lynne R. Parenti; G. David Johnson

As editors of this volume we are well aware that the first Interrelationships of Fishes presents us with what must surely be considered a "hard act to follow," and perhaps not surprisingly we initially greeted the invitation to produce a "new" Interrelationships with some trepidation. However, after a generally enthusiastic and encouraging response from our colleagues when we mooted the idea, we soon became convinced that the time was right for a reappraisal of the "state of the art" of fish systematics.

The first Interrelationships, published almost a quarter of a century ago, was one of the most influential books in the modern literature of ichthyology. Looking back, it now seems clear that its profound influence was due in large part to the volume's essentially phylogenetic orientation. With that methodological framework, the first Interrelationships provided the community with the outlines of a model for more rigorous study of the relationships of fishes, and as a result played a pivotal role in ushering-in the "modern age" of systematic ichthyology. As Humphry Greenwood, Roger Miles, and Colin Patterson noted in their preface, "Readers of the volume may be struck by similarities in the way that most of the contributors have approached the problem of investigating and describing relationships. These methods, more precise and explicit than those traditionally used, are due to the influence of Hennig, not to editorial pressure" (1973, ix). The "influence of Hennig" and the many refinements of phylogenetic methodology and techniques of data analysis continue to invigorate the science of systematics, and in ichthyology, as in other disciplines, the result is an active, ongoing process of evaluation and reestimation of historical relationships.

Since the publication of the first Interrelationships in 1973, there have been many revisions and reappraisals, and in some ways the present volume is a summary of where these new inquiries have taken us. The first volume had as its original objective "a survey of the relationships between and within all the major groups of gnathostome fishes, living and extinct" (1973, IX). With this new volume our aim has been, as far as possible, to present a broad coverage of the phylogenetic systematics of fishes that updates the 1973 volume as well as complements subsequent publications. Since 1973 a number of influential volumes have been published on the systematics and biology of higher fish taxa or pivotal groups, such as lungfishes (Bemis et al., 1987), coelacanths (McCosker and Lagios, 1979; Musick et al., 1991), placoderms (Denison, 1978), acanthodians (Denison, 1979), chondrichthyians (Cappetta, 1987), gadiforms (Cohen, 1989), and assorted percomorphs and their allies (Johnson and Anderson, 1993). Another compendium of note in this context is the so-called "Ahlstrom Symposium" (Moser et al., 1984), which approached the question of teleostean interrelationships from an explicitly ontogenetic perspective. Most recently, three volumes concerned primarily with early vertebrate systematics and evolution have appeared (Chang et al., 1991; Arsenault et al., 1995; Lelièvre et al., 1995). It is worthy of note that the phylogenetic analyses in the current volume, as with most of these others cited, utilize characters principally of the skeleton and soft anatomy of fishes. This strongly morphological emphasis reflects our view that these systems contain a vast reservoir of untapped information for phylogenetic systematics and, it is hoped, serves also to underline the enduring role of morphological data in contemporary systematic studies. Given our explicitly morphological orientation, we believe that this new volume also nicely complements the upcoming volume on the molecular systematics of teleost fishes (Kocher and Stepien, submitted for publication).

In October 1993, at the age of 60, Colin Patterson officially retired from the Natural History Museum, London, where he continues his research with undiminished fervor and productivity. It is with much satisfaction that we mark that milestone by dedicating this volume to him in celebration of his remarkable and enduring influence on the field of fish systematics. One can only imagine what the state of the art in this field would be today had it been denied the intellect and published works of Colin Patterson. Clearly, it would have been profoundly different, and our knowledge of the anatomy and history of fishes would be considerably less advanced. Like few before him, he has bridged the gap between paleontology and neontology, and in recent years has done the same with morphology and molecules. While Colin has always remained at the forefront of systematic theory and methodology, he is first and foremost a consummate comparative morphologist who retains a deep and abiding interest in, and respect for, the primary data of our discipline. The search for pattern in the anatomy of fishes remains the driving passion in his work, and it is this descriptive aspect that he believes will be his greatest legacy—as he has often been heard to say: ". . . get the anatomy wrong and the rest is meaningless." Regardless of current fashion in theory or level of analytical sophistication, to know that the anatomy was done properly, with care, accuracy, and critical insight, is to know that it will last and be relied upon by generations to come.

While there can be no doubt that the computational and analytical advances of recent years have brought a new rigor to systematics, they have sometimes also been accompanied by a misplaced notion of "objectivity" that manifests as a shift from knowledge of organisms and their characters to a preoccupation with the intricacies of computer-generated analysis. Two, often conflated, trends are evident—in one, the computational analysis is a block box "into which data are fed and out of which 'The Tree' springs"; in the other, the elaboration and sophistication of analysis are somehow seen to substitute for a solidly worked and comprehensive character base. Both are misguided. It is ironic that a result that may be both computationally accurate and robust may not necessarily approximate the underlying phylogeny. Ultimately, the results of any analysis are as meaningful, or as meaningless, as the data on which they are based. We believe that it is imperative that we do not lose sight of our organisms, and while, of course, solid and well-conceived analyses are essential, the enduring core of our contribution will ultimately be judged by the richness of our observations.

We are grateful to the following individuals who reviewed one or more chapters prior to publication: Marc Allard, Carole C. Baldwin, Robert L. Boord, Marcelo R. de Carvalho, Mario C. C. de Pinna, Dominique Didier, William L. Fink, Brian G. Gardiner, Anthony C. Gill, Lance Grande, P. Humphry Greenwood, Robert K. Johnson, Tom Kocher, Nathan R. Lovejoy, John G. Maisey, Richard L. Mayden, Amy R. McCune, John D. McEachran, John Morrissey, Randall D. Mooi, Jon A. Moore, Gavin Naylor, Colin Patterson, John R. Paxton, Hans-Peter Schultze, David G. Smith, Victor G. Springer, Richard P. Vari, Ed O. Wiley, and Richard Winterbottom.

For their help with proofreading and numerous other tasks we are particularly grateful to Lita Elvers, Monica Toledo-Piza, Marcelo de Carvalho, and Carole C. Baldwin. Our thanks also to Joseph S. Nelson and Mark V. H. Wilson, who graciously hosted the 75th annual meeting of the American Society of Ichthyologists and Herpetologists where a number of contributors to this volume presented their preliminary findings in a symposium on the Interrelationships of Fishes. Our editor, Charles R. Crumly, at Academic Press initiated this project and we are grateful to him for entrusting to us the task of bringing it to fruition. And last, but by no means least, our thanks to all of the contributors to this volume—it has been something of a "long haul" to get here and the perseverance and patience of all concerned are much appreciated.

Arsenault M, Lelièvre H, Janvier P. VIIth International Symposium Studies of Early Vertebrates. Paris: Bulletin du Musèum National d'Histoire Naturelle; 1995.

Bemis WE, Burggren WW, Kemp NE. The biology and evolution of lungfishes. New York: A. R. Liss; 1987.

Cappetta H. Chondrichthyes II, Mesozoic and Cenozoic Elasmobranchii. In: Schultze H.-P, ed. Handbook of Paleoichthyology, 3B. Gustav Fischer Verlag: Stuttgart; 1987.

Chang M-M, Lin Y-H, Zhang G-R. Early vertebrates and related problems of evolutionary biology. Beijing: Science Press; 1991.

Cohen DM. Papers on the systematics of gadiform fishes. No. 32. Science Series. The Natural History Museum of Los Angeles County; 1989.

Denison RH. Placodermi. In: Schultze H.-P., ed. Handbook of Paleoichthyology, 2. Gustav Fischer Verlag: Stuttgart; 1978.

Denison RH. Acanthodii. In: Schultze H.-P., ed. Handbook of Paleoichthyology, 5. Gustav Fischer Verlag: Stuttgart; 1979.

Johnson GD, Anderson Jr. WD. Proceedings of the symposium on phylogeny of Percomorpha. Bull. Marine Science. 1993;52(1):1–626.

Lelièvre H, Wenz S, Blieck A, Cloutier R. Premiers Vertébrés et Vertébrés Inférieurs. 1995 Geobios, Mémoire spécial no....

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