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jizhihang's Projects

sal icon sal

Space-Time Saliency for CVPR 2014

saliency-from-backproj icon saliency-from-backproj

Saliency map generated by back projecting the image histogram on itself, and refinement with Grabcut.

saliency-hdct icon saliency-hdct

Matlab Implementation of the paper "Salient Region Detection via High-Dimensional Color Transform and Local Spatial Support"

scalable-linear-chain-crf icon scalable-linear-chain-crf

It scales up to exponential large numerical value using log-loss trick and has been used for NLP data with feature length larger than five million

scalable-recognition-with-a-vocabulary-tree icon scalable-recognition-with-a-vocabulary-tree

 Designed a recognition scheme, scaling efficiently to a great number of objects: extracted SIFT features for each image, and arranged these descriptors by a vocabulary tree, clustering by k-means at each level  Established a database with 1259 images, achieved an accuracy of 89.6% and average used time 3.2s

sceneclassification icon sceneclassification

16720f13 hw2. Spatial Pyramid Matching for Scene Classification via Bag of Words method.

scenerecognition icon scenerecognition

Scene recognition using multiple feature extractors (tiny-images, D-SIFT, BoVW, PHoW) and different classifiers (KNN, SVM).

scs icon scs

C package that solves convex cone problems via operator splitting

sdct_code icon sdct_code

Robust Visual Tracking via Sparse Representation under Subclass Discriminant Constraint

searchengine_topicmodeling icon searchengine_topicmodeling

Projet de Rechercher et extraction d'information: Réalisation d'un moteur de recherche et découverte du corpus avec LDA topic modeling

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