2007 - ACM Fellow For contributions to content-based analysis and retrieval of multimedia.
2004 - IEEE Fellow For contributions to media computing and leadership in content-based visual media analysis, retrieval and browsing.
Hong-Jiang Zhang mostly deals with Artificial intelligence, Pattern recognition, Computer vision, Image retrieval and Information retrieval. Within one scientific family, Hong-Jiang Zhang focuses on topics pertaining to Machine learning under Artificial intelligence, and may sometimes address concerns connected to Standard test image. His work carried out in the field of Pattern recognition brings together such families of science as Subspace topology, Facial recognition system, Face detection and Feature.
His Image retrieval study combines topics from a wide range of disciplines, such as Contextual image classification and Color histogram. His study in Information retrieval is interdisciplinary in nature, drawing from both Annotation, Data mining and Visual Word. His work deals with themes such as Multimedia, Motion compensation, Parsing and Video processing, which intersect with Video tracking.
Hong-Jiang Zhang focuses on Artificial intelligence, Pattern recognition, Computer vision, Image retrieval and Information retrieval. His research in Artificial intelligence focuses on subjects like Machine learning, which are connected to Probabilistic logic. The concepts of his Pattern recognition study are interwoven with issues in Face detection, Speech recognition, Feature and Cluster analysis.
Image retrieval is frequently linked to Data mining in his study. His Information retrieval research incorporates elements of Annotation and Image. His Video tracking research is multidisciplinary, incorporating perspectives in Multimedia, Parsing and Video processing.
His primary areas of study are Artificial intelligence, Information retrieval, Pattern recognition, Image retrieval and Machine learning. Artificial intelligence is often connected to Computer vision in his work. His Information retrieval research includes elements of Social media and Image.
His biological study deals with issues like Iterative reconstruction, which deal with fields such as Subspace topology. His studies in Image retrieval integrate themes in fields like Visualization, Data mining and Cluster analysis. His Machine learning study integrates concerns from other disciplines, such as Probabilistic logic, Cognitive neuroscience of visual object recognition and Data set.
His main research concerns Information retrieval, Search engine indexing, Image retrieval, Artificial intelligence and Ranking. His Information retrieval research is multidisciplinary, relying on both Ranking and Image. Hong-Jiang Zhang interconnects Tag cloud, Semantic similarity and Feature in the investigation of issues within Search engine indexing.
His Artificial intelligence research integrates issues from Machine learning and Pattern recognition. The various areas that Hong-Jiang Zhang examines in his Pattern recognition study include Contextual image classification, Iterative reconstruction and Image processing. His biological study spans a wide range of topics, including Social media, Similarity, Relevance and Visualization.
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Face recognition using Laplacianfaces
Xiaofei He;Shuicheng Yan;Yuxiao Hu;P. Niyogi.
IEEE Transactions on Pattern Analysis and Machine Intelligence (2005)
Graph Embedding and Extensions: A General Framework for Dimensionality Reduction
Shuicheng Yan;Dong Xu;Benyu Zhang;Hong-Jiang Zhang.
IEEE Transactions on Pattern Analysis and Machine Intelligence (2007)
Automatic partitioning of full-motion video
HongJiang Zhang;Atreyi Kankanhalli;Stephen W. Smoliar.
Multimedia Systems (1993)
Neighborhood preserving embedding
Xiaofei He;Deng Cai;Shuicheng Yan;Hong-Jiang Zhang.
international conference on computer vision (2005)
Contrast-based image attention analysis by using fuzzy growing
Yu-Fei Ma;Hong-Jiang Zhang.
acm multimedia (2003)
Image classification for content-based indexing
A. Vailaya;M.A.T. Figueiredo;A.K. Jain;Hong-Jiang Zhang.
IEEE Transactions on Image Processing (2001)
Learning spatially localized, parts-based representation
S.Z. Li;Xin Wen Hou;Hong Jiang Zhang;Qian Sheng Cheng.
computer vision and pattern recognition (2001)
Orthogonal Laplacianfaces for Face Recognition
Deng Cai;Xiaofei He;Jiawei Han;Hong-Jiang Zhang.
IEEE Transactions on Image Processing (2006)
ON IMAGE CLASSIFICATION: CITY IMAGES VS. LANDSCAPES
Aditya Vailaya;Anil K. Jain;HongJiang Zhang.
Pattern Recognition (1998)
Content based video indexing and retrieval
S.W. Smoliar;HongJiang Zhang.
IEEE MultiMedia (1994)
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