ruixuejianfei / bitscalabledeephash

The Code of "Bit-Scalable Deep Hashing with Regularized Similarity Learning for Image Retrieval and Person Re-identification." IEEE TIP2015

BitScalableDeepHash

The Code of "Bit-Scalable Deep Hashing with Regularized Similarity Learning for Image Retrieval and Person Re-identification." IEEE TIP2015

This solution contains source code from Ruimao Zhang's research projects: http://vision.sysu.edu.cn/projects/deephashing/

The source code is for educational and research use only without any warranty; if you use any part of the source code, please cite related paper:

Ruimao Zhang, Liang Lin, Rui Zhang, Wangmeng Zuo, Lei Zhang. “Bit-Scalable Deep Hashing with Regularized Similarity Learning for Image Retrieval and Person Re-identification.“, in IEEE Trans. Image Process., vol.24, no.12, pp.4766-4779, 2015.

If you have any question about the code, please email [email protected] or [email protected]

This code is only tested on Ubantu 14.04 with CUDA 6.5.12 ( NVIDIA Tesla K40 GPU )

bitscalabledeephash's Issues

Check failed: img_files_if Failed to open ../dataset/mnist/train_5000.txt

I can't find "../dataset/mnist/train_5000.txt" and "../dataset/mnist/train_5000". How to create them?

Compilation Error - Ubuntu 14 - MKL_VSL

During compilation I noticed that the mkl_vsl.h package been missed. I found the package and set its path in the Makefile.config.

Now I'm getting the following error:

src/caffe/util/math_functions.cpp:125:41: error: ‘cblas_saxpby’ was not declared in this scope
  cblas_saxpby(N, alpha, X, 1, beta, Y, 1);
                                         ^
src/caffe/util/math_functions.cpp: In function ‘void caffe::caffe_axpby(int, Dtype, const Dtype*, Dtype, Dtype*) [with Dtype = double]’:
src/caffe/util/math_functions.cpp:131:41: error: ‘cblas_daxpby’ was not declared in this scope
  cblas_daxpby(N, alpha, X, 1, beta, Y, 1);
                                         ^
In file included from ./include/caffe/common.hpp:12:0,
                 from src/caffe/util/math_functions.cpp:5:
src/caffe/util/math_functions.cpp: In function ‘void caffe::caffe_vRngUniform(int, Dtype*, Dtype, Dtype) [with Dtype = float]’:
src/caffe/util/math_functions.cpp:257:17: error: ‘VSL_RNG_METHOD_UNIFORM_STD’ was not declared in this scope
    vsRngUniform(VSL_RNG_METHOD_UNIFORM_STD, Caffe::vsl_stream(), n, r, a, b));
                 ^

....

                  ^
src/caffe/util/math_functions.cpp:277:2: note: in expansion of macro ‘VSL_CHECK’
  VSL_CHECK(

Does anybody have any idea?