Papers Face Image Retrieval
“Face Image Retrieval” 태그가 달린 논문 15편 · 필터 해제
Multi-Granularity Representation Learning for Sketch-based Dynamic Face Image Retrieval
In specific scenarios, face sketch can be used to identify a person. However, drawing a face sketch often requires exceptional skill and is time-consuming, limiting its widespread applications in actual scenarios. The ne…
Face Image RetrievalImage RetrievalRepresentation LearningRetrievalSketch Less Face Image Retrieval: A New Challenge
In some specific scenarios, face sketch was used to identify a person. However, drawing a complete face sketch often needs skills and takes time, which hinder its widespread applicability in the practice. In this study, …
Face Image RetrievalImage RetrievalRetrievalTripletFaIRCoP: Facial Image Retrieval using Contrastive Personalization
Retrieving facial images from attributes plays a vital role in various systems such as face recognition and suspect identification. Compared to other image retrieval tasks, facial image retrieval is more challenging due …
Contrastive LearningFace Image RetrievalFace RecognitionImage Retrieval+1R-Theta Local Neighborhood Pattern for Unconstrained Facial Image Recognition and Retrieval
In this paper R-Theta Local Neighborhood Pattern (RTLNP) is proposed for facial image retrieval. RTLNP exploits relationships amongst the pixels in local neighborhood of the reference pixel at different angular and radia…
Face Image RetrievalImage RetrievalRetrievalSimilarity Guided Deep Face Image Retrieval
Face image retrieval, which searches for images of the same identity from the query input face image, is drawing more attention as the size of the image database increases rapidly. In order to conduct fast and accurate r…
Face Image RetrievalImage RetrievalRetrievalOrthonormal Product Quantization Network for Scalable Face Image Retrieval
Existing deep quantization methods provided an efficient solution for large-scale image retrieval. However, the significant intra-class variations like pose, illumination, and expressions in face images, still pose a cha…
Deep HashingFace Image RetrievalImage RetrievalInformativeness+2Face Image Retrieval With Attribute Manipulation
Current face image retrieval solutions are limited, since they treat different facial attributes the same and cannot incorporate user's preference for a subset of attributes in their search criteria. This paper intro…
AttributeFace Image RetrievalImage RetrievalRetrievalFrom A Glance to "Gotcha": Interactive Facial Image Retrieval with Progressive Relevance Feedback
Facial image retrieval plays a significant role in forensic investigations where an untrained witness tries to identify a suspect from a massive pool of images. However, due to the difficulties in describing human facial…
Face Image RetrievalImage RetrievalRetrievalAchieving Better Kinship Recognition Through Better Baseline
Recognizing blood relations using face images can be seen as an application of face recognition systems with additional restrictions. These restrictions proved to be difficult to deal with, however, recent advancements i…
Face Image RetrievalFace RecognitionFace VerificationError-Corrected Margin-Based Deep Cross-Modal Hashing for Facial Image Retrieval
Cross-modal hashing facilitates mapping of heterogeneous multimedia data into a common Hamming space, which can beutilized for fast and flexible retrieval across different modalities. In this paper, we propose a novel cr…
AttributeDecoderFace Image RetrievalImage Retrieval+1Using Deep Cross Modal Hashing and Error Correcting Codes for Improving the Efficiency of Attribute Guided Facial Image Retrieval
With benefits of fast query speed and low storage cost, hashing-based image retrieval approaches have garnered considerable attention from the research community. In this paper, we propose a novel Error-Corrected Deep Cr…
AttributeDeep HashingFace Image RetrievalImage Retrieval+1Deep Face Image Retrieval: a Comparative Study with Dictionary Learning
Facial image retrieval is a challenging task since faces have many similar features (areas), which makes it difficult for the retrieval systems to distinguish faces of different people. With the advent of deep learning, …
Deep LearningDictionary LearningFace Image RetrievalImage Retrieval+1CP-mtML: Coupled Projection multi-task Metric Learning for Large Scale Face Retrieval
We propose a novel Coupled Projection multi-task Metric Learning (CP-mtML) method for large scale face retrieval. In contrast to previous works which were limited to low dimensional features and small datasets, the propo…
Face Image RetrievalImage RetrievalMetric LearningMulti-Task Learning+1Two Birds, One Stone: Jointly Learning Binary Code for Large-Scale Face Image Retrieval and Attributes Prediction
We address the challenging large-scale content-based face image retrieval problem, intended as searching images based on the presence of specific subject, given one face image of him/her. To this end, one natural demand …
Face Image RetrievalImage RetrievalRetrievalSurvey on Sparse Coded Features for Content Based Face Image Retrieval
Content based image retrieval, a technique which uses visual contents of image to search images from large scale image databases according to users' interests. This paper provides a comprehensive survey on recent technol…
Content-Based Image RetrievalFace Image RetrievalImage RetrievalRetrieval