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Exploring Models and Data for Remote Sensing Image Caption Generation
Xiaoqiang Lu, Binqiang Wang, Xiangtao Zheng +1
Inspired by recent development of artificial satellite, remote sensing images have attracted extensive attention. Recently, noticeable progress has been made in scene classificatio…
Secrecy-Optimized Resource Allocation for Device-to-Device Communication Underlaying Heterogeneous Networks
Kecheng Zhang, Mugen Peng, Ping Zhang +1
Device-to-device (D2D) communications recently have attracted much attention for its potential capability to improve spectral efficiency underlaying the existing heterogeneous netw…
Deep Binary Reconstruction for Cross-modal Hashing
Xuelong Li, Di Hu, Feiping Nie
With the increasing demand of massive multimodal data storage and organization, cross-modal retrieval based on hashing technique has drawn much attention nowadays. It takes the bin…
Image2song: Song Retrieval via Bridging Image Content and Lyric Words
Xuelong Li, Di Hu, Xiaoqiang Lu
Image is usually taken for expressing some kinds of emotions or purposes, such as love, celebrating Christmas. There is another better way that combines the image and relevant song…
Video Summarization with Attention-Based Encoder-Decoder Networks
Zhong Ji, Kailin Xiong, Yanwei Pang +1
This paper addresses the problem of supervised video summarization by formulating it as a sequence-to-sequence learning problem, where the input is a sequence of original video fra…
From Deterministic to Generative: Multi-Modal Stochastic RNNs for Video Captioning
Jingkuan Song, Yuyu Guo, Lianli Gao +3
Video captioning in essential is a complex natural process, which is affected by various uncertainties stemming from video content, subjective judgment, etc. In this paper we build…
Query-Aware Sparse Coding for Multi-Video Summarization
Zhong Ji, Yaru Ma, Yanwei Pang +1
Given the explosive growth of online videos, it is becoming increasingly important to relieve the tedious work of browsing and managing the video content of interest. Video summari…
Object Discovery via Cohesion Measurement
Guanjun Guo, Hanzi Wang, Wan-Lei Zhao +2
Color and intensity are two important components in an image. Usually, groups of image pixels, which are similar in color or intensity, are an informative representation for an obj…
A generalized power iteration method for solving quadratic problem on the Stiefel manifold
Feiping Nie, Rui Zhang, Xuelong Li
In this paper, we first propose a novel generalized power iteration method (GPI) to solve the quadratic problem on the Stiefel manifold (QPSM) as min_{W^TW=I}Tr(W^TAW-2W^TB) along…