Title :
V2 Walk-Through a Stitched Image
Author :
Kiran, A. Geetha ; Murali, S.
Author_Institution :
Dept. of Comput. Sci. & Eng., Malnad Coll. of Eng., Hassan, India
Abstract :
In imaging devices, there is a trade-off between the images (snapshots) and video because of the limitation in storage capacity. Video clips need more storage space compared to images. This motivated to generate the video from a single stitched 2D image rather than storing video clips. Humans analyze varieties of cues from a single image and act accordingly, unlike robots. Creating a vertical virtual walk-through a Single stitched large sized image is proposed in two folds: In the first phase, the input images are stitched to form a single large sized image of a scene and in the second phase the virtual walk through the stitched image is rendered. The algorithm is tested on a set of nearly 400 images obtained from both indoor and outdoor scenes. The presented approach is computationally efficient and has been verified extensively by experiments. Since the proposed algorithm is completely automated it is amenable for implementation on robotic platforms.
Keywords :
image segmentation; robot vision; video signal processing; V2 walk-through; imaging devices; indoor scenes; outdoor scenes; robotic platforms; single stitched 2D image; storage capacity; vertical virtual walk-through; video clips; Buildings; Cameras; Computer graphics; Computer vision; Navigation; Three-dimensional displays; Homography Transformation; Image Stitching; RANSAC; SIFT; Video Generation;
Conference_Titel :
Signal and Image Processing (ICSIP), 2014 Fifth International Conference on
Conference_Location :
Jeju Island
DOI :
10.1109/ICSIP.2014.42