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Semantic segmentation has recently witnessed rapid progress, but existing methods only focus on identifying objects or instances. In this work, we aim to address the task of semantic understanding of scenes with deep learning. Different from many existing methods, our method focuses on putting forward some techniques to improve the existing algorithms,(More)
Large scale image search has recently attracted considerable attention due to the explosive increase of online images. It has been shown that convolutional neural network(ConvNet) provides a high-level feature of the visual content of the image. It has recently advanced the state-of-the-art in image classification dramatically AlexNet and has consequently(More)
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