Multiresolution Techniques in Video Shot Boundary Detection

ISBN-13: 9783659821141 / Angielski / Miękka / 2016 / 336 str.

Arora Parul S;Patil Bhushan

Opis

Video abstraction, high level video segmentation, video indexing, video summarization and video retrieval needs a basic step of detection of shot boundaries. Therefore detection of shot boundaries is prerequisite for revealing content of higher level video structure. There are various applications where shot boundary detection automation can be used such as Geographical Information System (GIS), restoration of video, multimedia news, digital libraries, telelearning, interactive display. There are some issues that still need to be addressed by the researchers to resolve. The disturbance caused by the illumination change, detection of gradual and abrupt transitions are the major challenges in the shot boundary detection. It is but difficult to implement such algorithm which is insensitive to illumination change disturbance and can detect the shot boundaries of all types. In this book we focus on illumination removal and detection of abrupt transition.The results are evaluated using performance metrics Recall, Precision and F1 measure.

O autorze

Dr. Parul S. Arora has obtained her Ph.D in Electronics Engineering. Her area of research is Video shot boundary detection, Image enhancement and retrieval, Face recognition.She has published papers in several reputed journals like Springer, Elsevier, IEEE etc. She is working as Asso. Professor & Executive member in R & D cell at G.H.R.C.E.M, Pune.