Rivière was born in Paris. His father ran a haberdashery shop in the city. In 1870, fleeing from the advancing Prussians during the Franco-Prussian war, his father moved the family back to his childhood home in the Pyrenees. He died three years later and Rivière's mother returned to Paris and remarried. Rivière grew up in Paris, showing an early interest in art, especially Impressionism. After a brief period working at an ostrich-feather importation business, Rivière signed on for formal training in art with the painter Émile Bin. From 1880, he was contributing illustrations to magazines and journals. Rivière soon became associated with the cabarets in Montmartre, especially the popular Chat Noir café. From 1882, Rivière worked as part of the editorial team on the weekly Chat Noir journal, which published light verse, short stories and illustrations. Rivière edited and contributed art and reviews to the journal until 1885.
Shadow plays
In 1886 Rivière created a form of shadow theatre at the Chat Noir under the name "ombres chinoises". This was a notable success, lasting for a decade until the cafe closed in 1897. He used back-lit zinc cut-out figures which appeared as silhouettes. Rivière was soon joined by Caran d'Ache and other artists, initially performing d'Ache's drama L’Epopee. From 1886 to 1896, Rivière created 43 shadow plays on a great variety of subjects from myth, history and the Bible. He collaborated with many different artists and writers, but made the illustrations for only 9 of the productions himself. He concentrated on improving the technical aspects of the production using enamelling and lighting to create extremely delicate effects of light and colour. The Ombres evolved into numerous theatrical productions and had a major influence on phantasmagoria. According to historians Phillip Cate and Mary Shaw, Rivière's work involved both aesthetic and technical innovations,
Essentially, Rivière created a system in which he placed silhouettes of figures, animals, elements of landscapes, and so forth, within a wooden framework at three distances from the screen: the closest created an absolutely black silhouette, and the next two created gradations of black to gray, thus suggesting recession into space. Silhouettes could be moved across the screen on runners within the frame.
Along with d'Ache's L’Epopee, Rivière's own works Le Temptation de Saint Antoine and La Marche a L'etoile, were the most successful and popular. Rivière's shadow theatre was the cabaret's greatest attraction and "played a crucial role in establishing the credibility of the cabaret with that other tier of the avant-garde, the Impressionists/Post Impressionists: Edgar Degas, Camille Pissarro, Claude Monet, Mary Cassatt, and others."
Prints
Between 1882 and 1886 Rivière created a large number of etchings. He also showed an interest in photography, making a series of picturesque scenes of everyday life. He later experimented with colour woodcuts and chromolithography in the late 1880s. Rivière first visited Brittany in 1884, spending most of his summers there until 1916. Together with bustling Parisian life, rural Brittany constituted the majority of the subjects of his landscape works. Rivière’s prints were generally intended to be published as collections. These include forty images used in Breton Landscapes, created between 1890 and 1894. He also made colour woodcuts for The Sea: Studies of Waves, and prepared other sequences that remained unfinished, including 36 Views of the Eiffel Tower, which were eventually published as lithographs. These were influenced by the vogue for Japonism at the time, modernising the famous prints by Hiroshige and Hokusai of 36 Views of Mount Fuji. His colour lithographic series' include:
Rivière ceased making prints in 1917, effectively retiring as a professional artist, but continued to work on watercolours in his later years. He died on August 24, 1951.