Title :
A novel probabilistic approach of colored object detection and design of a gesture based real-time mouse tracking along with virtual teaching intended for color-blind people
Author :
Bhattacharjee, Abhinaba ; Jana, Indrani ; Das, Ankana ; Kundu, Debasish ; Ghosh, Sudipta ; Das Gupta, Sauvik
Author_Institution :
Dept. of Electron. & Commun. Eng., Adamas Inst. of Technol., Kolkata, India
Abstract :
The study of logic led directly to the invention of the programmable digital electronic computer. The theory of computation inspired us to consider the possibility of building an electronically intelligent brain leading to artificial intelligence. We have seen the 3rd generation smart phones and laptops with LED display having both resistive and capacitive touch technology. This paper presents a conceptual approach of controlling mouse movements, writing texts and sketching colored - images by simply making real time gestures in air with colored objects or colored finger caps without making any physical surface contact unlike the (Touch Technology). With the help of the artificial Digital Vision we integrate Image Processing along with Gesture Recognition to generate a Graphical User Interface in order to acquire physical aerial gestures and plot 2-Dimensional curves onto the computer screen using a real time camera (computer webcam). The graphics or texts so generated on screen can be projected to a wall using a projector in a classroom which especially assists the `lecturers with paralysed legs-who cannot write on a blackboard´ or `lecturers suffering from color - blindness or amblyopia´.
Keywords :
artificial intelligence; colour vision; gesture recognition; graphical user interfaces; image colour analysis; mouse controllers (computers); object detection; object tracking; vision defects; 2-dimensional curves; 3rd generation smart laptops; 3rd generation smart phones; LED display; amblyopia; artificial digital vision; artificial intelligence; classroom; color-blind people; colored finger caps; colored object detection design; electronically intelligent brain; gesture based real-time mouse tracking; gesture recognition; graphical user interfaces; image processing; mouse movement control; physical aerial gestures; physical surface contact; probabilistic approach; programmable digital electronic computer screen; projector; resistive capacitive touch technology; sketching colored images; virtual teaching; walls; writing texts; Color; Computers; Image color analysis; Mathematical model; Mice; Real-time systems; Webcams; Color Blindness; Color Recognition; Gesture Recognition; Image Acquisition; Image Processing; Virtual Teaching;
Conference_Titel :
Signal Processing and Integrated Networks (SPIN), 2015 2nd International Conference on
Conference_Location :
Noida
Print_ISBN :
978-1-4799-5990-7
DOI :
10.1109/SPIN.2015.7095368