Search Results - Image Processing And Computer Vision —Image Representation Keywords

Sparse Representation Based Fisher Discrimination Dictionary Learning for Image Classification by Yang, Meng, Zhang, Lei, Feng, Xiangchu, Zhang, David

“…The employed dictionary plays an important role in sparse representation or sparse coding based image reconstruction and classification, while learning dictionaries from the training data has led…”
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An Adaptive Correlation Filtering Method for Text-Based Person Search by Sun, Mengyang, Suo, Wei, Wang, Peng, Niu, Kai, Liu, Le, Lin, Guosheng, Zhang, Yanning, Wu, Qi

“…Text-based person search aims to align person images with natural language descriptions, which can be widely used in video surveillance field, such as missing person searching and suspect tracking…”
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Object Bank: An Object-Level Image Representation for High-Level Visual Recognition by Li, Li-Jia, Su, Hao, Lim, Yongwhan, Fei-Fei, Li

“… in them. We introduce the novel concept of object bank (OB), a high-level image representation encoding object appearance and spatial location information in images…”
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Image Classification with the Fisher Vector: Theory and Practice by Sánchez, Jorge, Perronnin, Florent, Mensink, Thomas, Verbeek, Jakob

“…A standard approach to describe an image for classification and retrieval purposes is to extract a set of local patch descriptors, encode them into a high dimensional vector and pool them into an image-level signature…”
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Learning the Relative Importance of Objects from Tagged Images for Retrieval and Cross-Modal Search by Hwang, Sung Ju, Grauman, Kristen

“…We introduce an approach to image retrieval and auto-tagging that leverages the implicit information about object importance conveyed by the list of keyword tags a person supplies for an image…”
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Modeling source code in bimodal for program comprehension by Wen, Dongzhen, Zhang, Xiaokun, Diao, Yufeng, Zhao, Ziyun, Jiang, He, Lin, Hongfei

“…Source code is an intermediary through which humans communicate with computer systems…”
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Beyond chat-GPT: a BERT-AO approach to custom question answering system by Sophia, J. Jinu, Jacob, T. Prem

“… The proposed CQA model with BERT-AO incorporates separate branches for processing text (BERT-AO) and images (CNN), both utilizing self-attention mechanisms…”
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Creating Large-Scale City Models from 3D-Point Clouds: A Robust Approach with Hybrid Representation by Lafarge, Florent, Mallet, Clément

“… A major contribution of our work is the original way of modeling buildings which guarantees a high generalization level while having semantized and compact representations…”
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Constructing a subject-based ontology through the utilization of a semantic knowledge graph by Ta, Chien D. C., Tran, Thien Khai

“… for topic-driven research. The paper proposes utilizing natural language processing (NLP) to construct…”
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Dense Trajectories and Motion Boundary Descriptors for Action Recognition by Wang, Heng, Kläser, Alexander, Schmid, Cordelia, Liu, Cheng-Lin

“…This paper introduces a video representation based on dense trajectories and motion boundary descriptors…”
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A Novel Lip Descriptor for Audio-Visual Keyword Spotting Based on Adaptive Decision Fusion by Wu, Pingping, Liu, Hong, Li, Xiaofei, Fan, Ting, Zhang, Xuewu

“…Keyword spotting remains a challenge when applied to real-world environments with dramatically changing noise…”
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Face Recognition from Caption-Based Supervision by Guillaumin, Matthieu, Mensink, Thomas, Verbeek, Jakob, Schmid, Cordelia

“…In this paper, we present methods for face recognition using a collection of images with captions…”
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BERTopic: a model to solve cold start problem in software bug recommendation system by Kumar, Vinod, Baghel, Anurag Singh

“… (bi-directional encoder representations from transformers), clustering, and Term Frequency-Inverse Document Frequency (TF-IDF…”
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Spectral Log-Demons: Diffeomorphic Image Registration with Very Large Deformations by Lombaert, Herve, Grady, Leo, Pennec, Xavier, Ayache, Nicholas, Cheriet, Farida

“… This challenging and recurrent problem in computer vision and medical imaging currently relies on iterative and local approaches, which are prone to local minima and, therefore, limit present methods…”
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Fuzzy conceptualization of the search queries by Sijin, P., Champa, H. N.

“…Deciding the context of the search query based on its representation over a concept network using fuzzy methods provides a better thrust to the overall search process…”
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LSECA: local semantic enhancement and cross aggregation for video-text retrieval by Wang, Zhiwen, Zhang, Donglin, Hu, Zhikai

“… For example, frame features and word features are taken as fine-grained representations, aggregate features for frame features and [CLS…”
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Coloring Action Recognition in Still Images by Khan, Fahad Shahbaz, Muhammad Anwer, Rao, van de Weijer, Joost, Bagdanov, Andrew D., Lopez, Antonio M., Felsberg, Michael

“… simultaneous localization and classification). Bag-of-words image representations yield promising results for action classification, and deformable part models perform very well object detection…”
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Visual attention network by Guo, Meng-Hao, Lu, Cheng-Ze, Liu, Zheng-Ning, Cheng, Ming-Ming, Hu, Shi-Min

“…While originally designed for natural language processing tasks, the self-attention mechanism has recently taken various computer vision areas by storm…”
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A survey on deep geometry learning: From a representation perspective by Xiao, Yun-Peng, Lai, Yu-Kun, Zhang, Fang-Lue, Li, Chunpeng, Gao, Lin

“… In recent years, 3D computer vision and geometry deep learning have gained ever more attention…”
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Improving Image Classification Using Semantic Attributes by Su, Yu, Jurie, Frédéric

“…The Bag-of-Words (BoW) model—commonly used for image classification—has two strong limitations…”
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