Visualizing deep convolutional neural networks using natural pre-images

Image representations, from SIFT and bag of visual words to convolutional neural networks (CNNs) are a crucial component of almost all computer vision systems. However, our understanding of them remains limited. In this paper we study several landmark representations, both shallow and deep, by a num...

সম্পূর্ণ বিবরণ

গ্রন্থ-পঞ্জীর বিবরন
প্রধান লেখক: Mahendran, A, Vedaldi, A
বিন্যাস: Journal article
প্রকাশিত: Springer Verlag 2016