A revealing genealogy of image-recognition techniques and technologies
 

Today’s most advanced neural networks and sophisticated image-analysis methods come from 1950s and ’60s Cold War culture—and many biases and ways of understanding the world from that era persist along with them. Aerial surveillance and reconnaissance shaped all of the technologies that we now refer to as computer vision, including facial recognition. The Birth of Computer Vision uncovers these histories and finds connections between the algorithms, people, and politics at the core of automating perception today.

James E. Dobson reveals how new forms of computerized surveillance systems, high-tech policing, and automated decision-making systems have become entangled, functioning together as a new technological apparatus of social control. Tracing the development of a series of important computer-vision algorithms, he uncovers the ideas, worrisome military origins, and lingering goals reproduced within the code and the products based on it, examining how they became linked to one another and repurposed for domestic and commercial uses. Dobson includes analysis of the Shakey Project, which produced the first semi-autonomous robot, and the impact of student protest in the early 1970s at Stanford University, as well as recovering the computer vision–related aspects of Frank Rosenblatt’s Perceptron as the crucial link between machine learning and computer vision.

Motivated by the ongoing use of these major algorithms and methods, The Birth of Computer Vision chronicles the foundations of computer vision and artificial intelligence, its major transformations, and the questionable legacy of its origins.


Cover alt text: Two overlapping circles in cream and violet, with black background. Top is a printed circuit with camera eye; below a person at a 1977 computer.

In The Birth of the Republic, 1763–89, Edmund S. Morgan shows how the challenge of British taxation started Americans on a search for constitutional principles to protect their freedom, and eventually led to the Revolution. By demonstrating that the founding fathers’ political philosophy was not grounded in theory, but rather grew out of their own immediate needs, Morgan paints a vivid portrait of how the founders’ own experiences shaped their passionate convictions, and these in turn were incorporated into the Constitution and other governmental documents. The Birth of the Republic is the classic account of the beginnings of the American government, and in this fourth edition the original text is supplemented with a new foreword by Joseph J. Ellis and a historiographic essay by Rosemarie Zagarri.

Despite the participation of African American women in all aspects of home-front activity during World War II, advertisements, recruitment posters, and newsreels portrayed largely white women as army nurses, defense plant workers, concerned mothers, and steadfast wives. This sea of white faces left for posterity images such as Rosie the Riveter, obscuring the contributions that African American women made to the war effort. In Bitter Fruit, Maureen Honey corrects this distorted picture of women's roles in World War II by collecting photos, essays, fiction, and poetry by and about black women from the four leading African American periodicals of the war period: Negro Digest, The Crisis, Opportunity, and Negro Story.

Mostly appearing for the first time since their original publication, the materials in Bitter Fruit feature black women operating technical machinery, working in army uniforms, entertaining audiences, and pursuing a college education. The articles praise the women's accomplishments as pioneers working toward racial equality; the fiction and poetry depict female characters in roles other than domestic servants and give voice to the bitterness arising from discrimination that many women felt. With these various images, Honey masterfully presents the roots of the postwar civil rights movement and the leading roles black women played in it.

Containing works from eighty writers, this anthology includes forty African American women authors, most of whose work has not been published since the war. Of particular note are poems and short stories anthologized for the first time, including Ann Petry's first story, Octavia Wynbush's last work of fiction, and three poems by Harlem Renaissance writer Georgia Douglas Johnson. Uniting these various writers was their desire to write in the midst of a worldwide military conflict with dramatic potential for ending segregation and opening doors for women at home.

Traditional anthologies of African American literature jump from the Harlem Renaissance to the 1960s with little or no reference to the decades between those periods. Bitter Fruit not only illuminates the literature of these decades but also presents an image of black women as community activists that undercuts gender stereotypes of the era. As Honey concludes in her introduction, "African American women found an empowered voice during the war, one that anticipates the fruit of their wartime effort to break silence, to challenge limits, and to change forever the terms of their lives."

Winner of the Wallace Stegner Prize in American Environmental or Western History

Fredrick Swanson tells the story of Guy M. Brandborg and his impact on the practices of the U.S. Forest Service. As supervisor of Montana’s Bitterroot National Forest from 1935 to 1955, Brandborg engaged in a management style that promoted not only the well-being of the forest community but also the social and economic welfare of the local people. By relying on selective cutting, his goal was to protect the watersheds and wildlife habitats that are devastated by clear-cutting, and to prevent the job losses that follow such practices. Following his retirement, he became concerned that his agency was deviating from the practice of sustained-yield management of the forest’s timber lands, and led a highly visible public outcry that became known as the Bitterroot controversy. Brandborg’s behind-the-scenes lobbying contributed materially to the passage of the National Forest Management Act of 1976, the single most important law affecting public forestry since the creation of the Forest Service.

“The best all-around catcher in black baseball history”—Cumberland Posey, Owner of the Homestead Grays

National Baseball Hall of Fame catcher James Raleigh “Biz” Mackey’s professional career spanned nearly three decades in the Negro Leagues and elsewhere. He distinguished himself as a defensive catcher who also had an impressive batting average and later worked as a manager of the Newark Eagles and the Baltimore Elite Giants.

Using archival materials and interviews with former Negro League players, baseball historian Rich Westcott chronicles the catcher’s life and remarkable career in Biz Mackey, a Giant behind the Plate as well as providing an in-depth look at Philadelphia Negro League history. Westcott traces Mackey’s childhood in Texas as the son of sharecroppers to his success on the baseball diamond where he displayed extraordinary defensive skills and an exceptional ability to hit and to handle pitchers. Mackey spent one third of his career playing in Philadelphia, winning championships with the Hilldale Daisies and the Philadelphia Stars. Mackey also mentored famed catcher Roy Campanella and had an unlikely role in the story of baseball’s development in Japan.

A celebrated ballplayer before African Americans were permitted to join Major League Baseball, Biz Mackey ranks as one of the top catchers ever to play the game. With Biz Mackey, he finally gets the biography he deserves.

The Pacific region had yet to be overrun by drug traffickers, guerrillas, and paramilitary forces in the early 1990s. It was better known as the largest area of black culture in the country (90 percent of the region’s population is Afro-Colombian) and as a supplier of natural resources, including timber, gold, platinum, and silver. Colombia’s Law 70, passed in 1993, promised ethnic and cultural rights, collective land ownership, and socioeconomic development to Afro-Colombian communities. At the same time that various constituencies sought to interpret and implement Law 70, the state was moving ahead with large-scale development initiatives intended to modernize the economically backward coastal lowlands. Meanwhile national and international conservation organizations were attempting to protect the region’s rich biodiversity. Asher explores this juxtaposition of black rights, economic development, and conservation—and the tensions it catalyzed. She analyzes the meanings attached to “culture,” “nature,” and “development” by the Colombian state and Afro-Colombian social movements, including women’s groups. In so doing, she shows that the appropriation of development and conservation discourses by the social movements had a paradoxical effect. It legitimized the presence of state, development, and conservation agencies in the Pacific region even as it influenced those agencies’ visions and plans.

Black and White in Colour: African History on Screen considers how the African past has been represented in a wide range of historical films. Written by a team of eminent international scholars, the volume provides extensive coverage of both place and time and deals with major issues in the written history of Africa. Themes include the slave trade, imperialism and colonialism, racism, and anticolonial resistance. Many of the films will be familiar to readers: they include Out of Africa, Hotel Rwanda, Breaker Morant, Cry Freedom, The Battle of Algiers, and Chocolat.

This collection of essays is a highly original and useful contribution to African historiography, as well as a significant addition to the growing body of work within the emerging subdiscipline of “film and history.” It will appeal to those interested in African history and the ways in which films use the past to raise questions about the present.

Contributors: Mahir Saul, Ralph A. Austen, Robert Baum, Robert Harms, Nigel Worden, Carolyn Hamilton and Litheko Modisane, Richard Mendelsohn, Shamil Jeppie, Bill Nasson, Nigel Penn, Ruth Watson, Patrick Harries, David Moore, Teresa Barnes, Vivian Bickford-Smith, Mohamed Adhikari, and David Philips.

Along with the politicization of black culture, Widener explores the rise of a distinctive regional Black Arts Movement. Originating in the efforts of wartime cultural activists, the movement was rooted in the black working class and characterized by struggles for artistic autonomy and improved living and working conditions for local black artists. As new ideas concerning art, racial identity, and the institutional position of African American artists emerged, dozens of new collectives appeared, from the Watts Writers Workshop, to the Inner City Cultural Center, to the New Art Jazz Ensemble. Spread across generations of artists, the Black Arts Movement in Southern California was more than the artistic affiliate of the local civil-rights or black-power efforts: it was a social movement itself. Illuminating the fundamental connections between expressive culture and political struggle, Black Arts West is a major contribution to the histories of Los Angeles, black radicalism, and avant-garde art.

Winner of the American Book Award, 1990.

Could Greek philosophy be rooted in Egyptian thought? Is it possible that the Pythagorean theory was conceived on the shores of the Nile and the Euphrates rather than in ancient Greece? Could it be that Western civilization was born on the so-called Dark Continent? For almost two centuries, Western scholars have given little credence to the possibility of such scenarios.

In Black Athena, an audacious three-volume series that strikes at the heart of today's most heated culture wars, Martin Bernal challenges Eurocentric attitudes by calling into question two of the longest-established explanations for the origins of classical civilization. The Aryan Model, which is current today, claims that Greek culture arose as the result of the conquest from the north by Indo-European speakers, or "Aryans," of the native "pre-Hellenes." The Ancient Model, which was maintained in Classical Greece, held that the native population of Greece had initially been civilized by Egyptian and Phoenician colonists and that additional Near Eastern culture had been introduced to Greece by Greeks studying in Egypt and Southwest Asia. Moving beyond these prevailing models, Bernal proposes a Revised Ancient Model, which suggests that classical civilization in fact had deep roots in Afroasiatic cultures.

This long-awaited third and final volume of the series is concerned with the linguistic evidence that contradicts the Aryan Model of ancient Greece. Bernal shows how nearly 40 percent of the Greek vocabulary has been plausibly derived from two Afroasiatic languages-Ancient Egyptian and West Semitic. He also reveals how these derivations are not limited to matters of trade, but extended to the sophisticated language of politics, religion, and philosophy. This evidence, according to Bernal, confirms the fact that in Greece an Indo-European people was culturally dominated by speakers of Ancient Egyptian and West Semitic.

Provocative, passionate, and colossal in scope, this volume caps a thoughtful rewriting of history that has been stirring academic and political controversy since the publication of the first volume.

"A work which has much to offer the lay reader, and its multi-disciplinary sweep is refreshing: it is an important contribution to his to historiography and the sociology of knowledge, written with elegance, wit, and self-awareness... a thrilling journey... his account is as gripping a tale of scholarly detection and discovery as one could hope to find." -- Margaret Drabble, The Observer

"An astonishing work, breathtaking bold in conception and passionately written... salutary, exciting, and in its historiographical aspects, convincing." -- G. W. Bowersock, Institute for Advanced Study, Princeton

"The next far in book.... A formidable work of intellectual history." -- Christian Science Monitor

Winner of the American Book Award, 1990.

This volume is the second in a projected four-part series concerned with the competition between two historical models for the origins of Greek civilization. The model current today is the Aryan Model, according to which Greek culture arose as the result of the conquest from the north by Indo-European speakers or "Aryans" of the native "pre-Hellenes." The Ancient Model, which was the model maintained in Classical Greece, held that the native population of Greece had initially been civilized by Egyptian and Phoenician colonists and that more Near Eastern culture had been introduced to Greece by Greeks studying in Egypt and Southwest Asia. In these and later volumes, Martin Bernal proposes a Revised Ancient Model. According to this, the Indo-European aspects of Greek language and culture should be recognized as fundamental and the considerable non-Indo-European elements should be seen largely as Egyptian and Levantine additions to this basis.

Volume II is concerned with the archaeological and documentary evidence for contacts between Egypt and the Levant on the one hand and the Aegean on the other, during the Bronze Age from c. 3400 B.C. to c. 1100 B.C. These approaches are supplemented by information from later Greek myths, legends, religious cults, and language. The author concludes that contact between the two regions was far more extensive and influential than is generally believed. In the introduction to this volume, Bernal also responds to some reviews and criticisms of Volume I of Black Athena.

Candelario draws on her participant observation in a Dominican beauty shop in Washington Heights, a New York City neighborhood with the oldest and largest Dominican community outside the Republic, and on interviews with Dominicans in New York City, Washington, D.C., and Santo Domingo. She also analyzes museum archives and displays in the Museo del Hombre Dominicano and the Smithsonian Institution as well as nineteenth- and early-twentieth-century European and American travel narratives.

The Black Butterfly focuses on the slavery writings of three of Brazil’s literary giants—Machado de Assis, Castro Alves, and Euclides da Cunha. These authors wrote in the late nineteenth and early twentieth centuries, as Brazil moved into and then through the 1888 abolition of slavery. Assis was Brazil’s most experimental novelist; Alves was a Romantic poet with passionate liberationist politics, popularly known as “the poet of the slaves”; and da Cunha is known for the masterpiece Os Sertões (The Backlands), a work of genius that remains strangely neglected in the scholarship of transatlantic slavery.

Wood finds that all three writers responded to the memory of slavery in ways that departed from their counterparts in Europe and North America, where emancipation has typically been depicted as a moment of closure. He ends by setting up a wider literary context for his core authors by introducing a comparative study of their great literary abolitionist predecessors Luís Gonzaga Pinto da Gama and Joaquim Nabuco. The Black Butterfly is a revolutionary text that insists Brazilian culture has always refused a clean break between slavery and its aftermath. Brazilian slavery thus emerges as a living legacy subject to continual renegotiation and reinvention.

This revisionist work delineates the major social and economic contours of the large black population in the pivotal Southern city of Charleston, South Carolina., historic seaport center for the slave trade. It draws upon census data, manuscript collections, and newspaper accounts to expand our knowledge of this particular community of nineteenth-century black urbanites.

Although the federal government codified the rights of African-Americans into law following the Civil War, it was the initiatives taken by black men and women that actually transformed the theoretical benefits of emancipation into clear achievement.

Because of its large free black population, Charleston provided a case study of black social class stratification and social mobility even before the war. Reconstruction only emphasized that stratification, and Powers examines in detail the aspirations and concessions that shaped the lives of the newly freed blacks, who were led by a black upper class tat sometimes seemed more inclined to emulate white social mores than act as a vanguard for fundamental social change.

Unlike most Reconstruction studies, which concentrate on politics, Black Charlestonians explores the era’s vital socioeconomic challenges for blacks as they emerged into full citizenship in an important city in the South.

Choice’s 1996 Outstanding Academic Books List

For several years, the armies of Napoleon III deployed some 450 Muslim Sudanese slave soldiers in Veracruz, the port of Mexico City. As in the other case of Western hemisphere military slavery (the West India Regiments, a British unit in existence 1795-1815), the Sudanese were imported from Africa in the hopes that they would better survive the tropical diseases that so terribly afflicted European soldiers. In both cases, the Africans did indeed fulfill these expectations. The mixture of cultures embodied by this event has piqued the interest of several historians, so it is by no means unknown. Hill and Hogg provide a particularly thorough account of this exotic interlude, explaining its background, looking in detail at the battle record in Mexico, and figuring out who exactly made up the battalion. Much in their account is odd and interesting, for example, the Sudanese superiority to Austrian troops and their festive nine-day spree in Paris on the emperor's tab. The authors also assess the episode's longer-term impact on the Sudan, showing that the veterans of Mexico, having learnt much from their extended exposure to French military practices, rose quickly in the ranks, then taught these methods to others.

A History of the Most Catastrophic Plague Through Contemporary Accounts and How Humans Reacted
Hailed by the New York Times as "unusually interesting both as history and sociological study," The Black Death: A Chronicle of the Plague traces the ebb and flow of European pandemics over the course of centuries through translations of contemporary accounts. Originally published in 1926 and now in paperback for the first time, Nohl's volume is unique for its geographical and historical scope as well as its combination of detailed accounts and overarching contemporary views of the history of the plague in Europe, a disease that claimed nearly 40 million people during the fourteenth century alone. With current concerns about pandemics, The Black Death provides lessons on how humans reacted to and survived catastrophic loss of life to disease.

Contents
Preface
1. The Aspect of the Plague
2. The Precursors of the Plague
3. The Medical Profession and the Plague
4. Plague Remedies
5. Administrative Precautions
6. Attitude of the Church
7. The Diabolical Element of the Plague
8. Persecutions of the Jews
9. The Erotic Element of the Plague
10. The Flagellants
11. Choreomania and Children's Pilgrimages
12. Life Victorious
Bibliography
Geographical Index
Index of Persons

Stephens argues that the global black political consciousness she identifies was constituted by both radical and reactionary impulses. On the one hand, Garvey, McKay, and James saw freedom of movement as the basis of black transnationalism. The Caribbean archipelago—a geographic space ideally suited to the free movement of black subjects across national boundaries—became the metaphoric heart of their vision. On the other hand, these three writers were deeply influenced by the ideas of militarism, empire, and male sovereignty that shaped global political discourse in the early twentieth century. As such, their vision of transnational blackness excluded women’s political subjectivities. Drawing together insights from American, African American, Caribbean, and gender studies, Black Empire is a major contribution to ongoing conversations about nation and diaspora.

The presence of Blacks in a number of European societies has drawn increasing interest from scholars, policymakers, and the general public. This interdisciplinary and multi-disciplinary collection penetrates the multifaceted Black presence in Europe, and, in so doing, complicates the notions of race, belonging, desire, and identities assumed and presumed in revealing portraits of Black experiences in a European context. In focusing on contemporary intellectual currents and themes, the contributors theorize and re-imagine a range of historical and contemporary issues related to the broader questions of blackness, diaspora, hegemony, transnationalism, and "Black Europe" itself as lived and perceived realities. 

Contributors are Allison Blakely, Jacqueline Nassy Brown, Tina Campt, Fred Constant, Alessandra Di Maio, Philomena Essed, Terri Francis, Barnor Hesse, Darlene Clark Hine, Dienke Hondius, Eileen Julien, Trica Danielle Keaton, Kwame Nimako, Tiffany Ruby Patterson, T. Denean Sharpley-Whiting, Stephen Small, Tyler Stovall, Alexander G. Weheliye, Gloria Wekker, and Michelle M. Wright.