Kaneie is celebrated as the founder of pictorial-style (e- ), having introduced explicitly painterly subject matter into guard design during the period. Working from Fushimi in Yamashiro Province, he pioneered an approach that moved beyond ornamental patterns to embrace landscapes, figures, and Zen themes as primary compositional elements. His innovations extended beyond subject matter to form itself: while producing guards in standard , , and shapes, he also devised original silhouettes including double- and the distinctive (fist-shaped) form. Each work demonstrates careful integration between chosen motif and outline, with design and form considered together as a unified aesthetic conception.
The collective technical vocabulary attributed to works in the Kaneie manner reflects an unsurpassed mastery of forged iron. Plates are invariably iron, worked with hammering to create richly textured grounds that impart an elegant, refined character. The compositional method employs perspective with deliberate economy: broad spatial intervals are reserved, and particular emphasis is placed upon the layers of air that fill empty space, achieving an elevated, dignified tone throughout. Carving is executed through forceful iron - (high-relief inlay using the metal—a demanding technique termed tomogane ), while fine engraving animates details such as waves and reeds. Colored metals—gold, silver, —are restrained to the minimum necessary, deployed as sparse accents that heighten both chromatic effect and pictorial refinement. This disciplined restraint allows the intrinsic beauty of the iron itself and the viewer's contemplation of negative space to dominate the visual experience.
Works attributed to the Kaneie school encompass a distinctive repertoire of themes drawn from Zen Buddhism, Chinese lore, and the natural world. Recurring subjects include Daruma shown in profile with piercing gaze, the "Monkey Trying to Grasp the Moon" (enkō takugetsu), solitary fishermen beneath crescent or full moons, Taikōbō at his suspended line, and the ascetic figures Shide and Chao . Landscapes feature distant pagodas partially concealed by mountain ridges, withered trees, temple halls, and thatched boats drifting amid waves rendered in point-inlay. The nozarashi theme—three skulls and exposed bones laid bare upon an infinite empty ground—conveys the impermanence of all things (shogyō mujō) with stark severity. Across this body of work, one perceives a human spirit that reveres great nature and honors the kami and buddhas, expressing the infinite through perspectival depth and unhurried, composed atmosphere. Within the confines of small plates, boundless space is evoked, suffused with inexpressible stillness and lofty poetic resonance.