情報処理学会研究報告 作するゲームのサンプルプログラムを作成していた Leap Motion にかざした手の位置や形によって カメを動かし リンゴを取るゲームである (図 2) 図 1 Leap Motion 本体 環として Leap Motion で操作するゲームを用いて ユー ザーの動作を観察し
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1 LeapMotion Leap Motion 2 Leap Motion Creating program of the game using Leap Motion and consideration of user interface. Shugo Yoshida 1 Akane Ito 1 Misato Hanyu 1 Marina Shirakata 1 Yui Horiuchi 1 Hiroki Manabe 1 Maiko Shimabuku 2 Susumu Kanemune 2 Abstract: As a research theme for our high school s integrated studies, we focused on a game that uses "Leap Motion", a sensor which recognizes hands and fingers motions, and a programming language called "Dolittle". A game that s uses hand gesture as a input allows us to make a game that has a new type of sence. But in the other hand, there is a problem with the difficulty of how to master the controls of the game. So, we thought, in order to make a game that anyone can enjoy, controls that uses simple and easy movements, and an instruction that makes the player learn the controls by step is needed. In this paper, we will report the outcomes we have earned from the two experiments we did to examin our hypotheses Hakuyo High School 2 Osaka Electro-Communication University Leap Motion[1] ( 1) Leap Motion 30mm 80mm 12.7mm 100 1mm USB [2][3] [4] 1
2 情報処理学会研究報告 作するゲームのサンプルプログラムを作成していた Leap Motion にかざした手の位置や形によって カメを動かし リンゴを取るゲームである (図 2) 図 1 Leap Motion 本体 環として Leap Motion で操作するゲームを用いて ユー ザーの動作を観察し どのようにすればユーザーが操作を 習得し ゲームを楽しめるようになるかを検討することと した Leap Motion は手指の複雑な動作や形状を認識する が ゲームで使うにはなるべく簡略化した単純な動きだけ で操作方法を設計した方がよく 正しい操作ができない人 図 2 ゲームの様子 に対しては 動作の一つ一つを段階的に習得させるインス トラクションが効果的であると考えられる 本稿では これらの仮説を検証するために行った 2 つの 実験から得た知見を報告する 本稿は 6 章で構成する 2 章では 研究の背景となったドリトル言語で記述されたサ ンプルゲームのプログラムについて示す その上で 手指 の動きを簡略化するためにどのような改良を施したかを示 す 3 章では 改良したゲームを用いて実施した 2 つの実 験について示す 実験 1 では 正しい操作ができない人 に共通した動きを特定する 実験 2 では それらの人に 対するインストラクションとして 2 通りの方法で説明書を 提示し 習得への影響を調査する 4 章では 実験の結果 を示す 5 章では 結果について考察する 6 章では 研 究のまとめと今後の可能性を示す 2.2 サンプルプログラムの改良 筆者らがこのサンプルプログラムを使ってみたところ どのような動きでどのようにカメを動かすか という手指 動作とキャラクタの動きの対応が ゲームの面白さに影響 を与えることがわかった サンプルプログラムでは サー クルやスワイプなどのジェスチャーとカメの動きが対応し ていたが 操作に慣れるまでに時間が掛かることと 慣れ ても自在にカメを操ることが困難であることがわかった そこで いくつかの対応を試みた結果 Leap Motion にか ざす指の本数によってカメの動く速さを変えられるように して 前進 を制御し (図 3) Leap Motion と手の位置関 係によって 回転 を制御する (図 4) という 簡略化し た手指動作を用いることで なめらかな操作性が得られ 2. 研究の背景 ゲームを面白くすることがわかった 2.1 ドリトルによる Leap Motion 対応 2012 年に開発された Leap Motion は 赤外線 LED に照 らされた手や指を赤外線カメラで撮影し それを画像解析 することによって ３Ｄ空間での手や指の位置を検出でき る小型の入力装置である 手のひらと指の向きと位置 手 のひらの球体半径 指よりも細長い棒やペンといった棒状 のツールの認識する 更に サークル (正面に向かって円 を描いた動きを検出する) スワイプ (正面に向かって一直 線方向に動かした動きを検出する) スクリーン (正面に向 かって突く動きを検出する) タップ (下に向かって叩く動 きを検出する) という４つのジェスチャーを認識する 図 3 前進 の制御 指の本数とカメの速さとの対応 島袋らは初心者でも学びやすいように設計された日本 語表記の教育用プログラミング言語ドリトル ([5]) を Leap これらの動作を 前進や回転に関わるパラメータを調節 Motion に対応させた [6] その際に しながら ドリトルに実装した (図 5) 更に ゲーム性を リープ パー なら かめた 10 歩く 実行 高めることと ゲームをする人の操作能力を測る目的で といった簡単な命令で オブジェクトである カメ を操 次の機能も追加し (図 6) 検証実験に用いることとした 2015 Information Processing Society of Japan 2
3 情報処理学会研究報告 3. 検証実験 改良したプログラムを用いて 次の 3 点を調べることと した ( 1 ) 被験者が正しく Leap Motion を操作できるか ( 2 ) 被験者がゲームを面白いと感じるか ( 3 ) どのようなインストラクション 教え方 が効果的か そのために 次のように実験を 2 回に分けて行うことと した 実験 1 では ゲームで遊ぶ被験者の観察とインタ ビューを通して (1) と (2) を調査する 実験 2 では 実 験 1 の結果を踏まえて 複数のインストラクションを用 意した比較実験で (3) を調査する 図 4 回転 の制御 手の位置とカメの向きとの対応 3.1 実験 1 操作の様子を調べる実験 実験 1 は 筆者らが通う高校で一般公開している文 化祭にて 保護者や中学生などの来場者を被験者として 実施した 被験者には Leap Motion を用いたゲームを体 験してもらいながら 操作の様子を観察した (図 7) その 際 面白さの比較をするためにマウスでできる同じルール のゲームも製作し 2 種類のゲーム体験を通して 次の項 目を感想として回答してもらった どちらのゲームが使いやすかったか どちらのゲームが面白かったか その他 自由意見 図 5 ドリトルによるプログラム 制限時間の設置 取ったリンゴの数を数えるカウンターの設定 ゲームを画面内で行うための壁の設置 図 7 文化祭での来場者を被験者とした実験風景 実験に協力してくれた被験者は 35 名であった この中 で 約 5 割の被験者が正しい操作ができず カメを自在に 動かすことができなかった そこで 正しく操作できない 人に共通の動作を見いだし 操作説明書 と 注意書き を作成した 詳細は で示す 3.2 実験 2 動きを理解させる実験 動きを理解させる 実験 2 では 高校生 20 人を被験 図 6 改良したゲームの実行画面 者として実施した 被験者ごとに使い方を簡単に説明し ゲームを体験してもらい 操作の様子と取れたリンゴの数 2015 Information Processing Society of Japan 3
4 ( 8) 1 A B 2 9 Leap Motion Leap Motion Leap Motion ( 1, 9, 10) Leap Motion 30 (86 ) Leap Motion 2 ( 11) 33 (94 ) Leap Motion 1 Leap Motion Leap Motion 5 (14 ) 30 (86 ) 33 (94 ) 2 (6 ) Leap Motion ( 12) Leap Motion 10cm ( 13) 11 ( 1 ) Leap Motion ( 2 ) ( 3 ) Leap Motion ( 4 ) Leap Motion ( 5 ) (1)Leap Motion ( 14) (2) ( 15 16) ( 17) ( 18) 2 4
5 情報処理学会研究報告 図 12 図 13 図 14 正しい手の動き 図 15 手首を捻ってしまう 図 16 手首を捻ってしまう 正しい手の高さ Leap Motion に手を近づけすぎてしまう の調査に利用することとした 操作説明書 は 1. 立てる指の本数とスピードの関 係 2. 手の左右の動きと向きの関係 と 2 を組合 せによるカメの動きの制御 の 3 段階に分けて 説明文と 図 17 操作説明書 イラストで構成した 注意書き は センサーが反応しな い動きを箇条書きで示した 2015 Information Processing Society of Japan 5
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