Scale & Affine Invariant Interest Point Detectors
International Journal of Computer Vision
Distinctive Image Features from Scale-Invariant Keypoints
International Journal of Computer Vision
Scalable Recognition with a Vocabulary Tree
CVPR '06 Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2
Rate-efficient, real-time cd cover recognition on a camera-phone
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Location coding for mobile image retrieval
Proceedings of the 5th International ICST Mobile Multimedia Communications Conference
Inverted Index Compression for Scalable Image Matching
DCC '10 Proceedings of the 2010 Data Compression Conference
SURF: speeded up robust features
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
Low latency image retrieval with progressive transmission of CHoG descriptors
Proceedings of the 2010 ACM multimedia workshop on Mobile cloud media computing
Mobile visual search from dynamic image databases
SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Mobile product search with bag of hash bits
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Compressed Histogram of Gradients: A Low-Bitrate Descriptor
International Journal of Computer Vision
A hierarchical approach to practical beverage package recognition
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part I
Eyesight sharing in blind grocery shopping: remote p2p caregiving through cloud computing
ICCHP'12 Proceedings of the 13th international conference on Computers Helping People with Special Needs - Volume Part II
Geometric context-preserving progressive transmission in mobile visual search
Proceedings of the 20th ACM international conference on Multimedia
Local visual words coding for low bit rate mobile visual search
Proceedings of the 20th ACM international conference on Multimedia
Accurate off-line query expansion for large-scale mobile visual search
Signal Processing
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
When Amazon Meets Google: Product Visualization by Exploring Multiple Web Sources
ACM Transactions on Internet Technology (TOIT)
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We present a mobile product recognition system for the camera-phone. By snapping a picture of a product with a camera-phone, the user can retrieve online information of the product. The product is recognized by an image-based retrieval system located on a remote server. Our database currently comprises more than one million entries, primarily products packaged in rigid boxes with printed labels, such as CDs, DVDs, and books. We extract low bit-rate descriptors from the query image and compress the location of the descriptors using location histogram coding on the camera-phone. We transmit the compressed query features, instead of a query image, to reduce the transmission delay. We use inverted index compression and fast geometric re-ranking on our database to provide a low delay image recognition response for large scale databases. Experimental timing results on different parts of the mobile product recognition system is reported in this work.