├── .gitignore ├── .gitmodules ├── LICENSE ├── Make Bag-of-visual-words.ipynb ├── Make Image Descriptor Dictionary.ipynb ├── Make Visual Words.ipynb ├── README.md ├── config ├── mhic_seed_gen.config ├── mhic_seed_gen_oxf5k_provided_sift_provided_bow_1M_vocab.config ├── mhic_seed_gen_oxford5k.config ├── visual_word_gen.config └── visual_word_gen_oxf5k_extracted_13M_rootsift_1M_vocab.config ├── feature_extractor └── hessian_affine_sift.py ├── minHash Image Clustering (MHIC) algorithm (Seed Generation Only).ipynb ├── oxf5k_extracted_13M_rootsift_1M_vocab_pqkmeans_1M_codebook_train └── mhic_seed_gen.config ├── src ├── __init__.py ├── mhic_seed_generation.py └── visual_word_generation.py └── utils ├── __init__.py ├── bow_utils.py ├── clustering_utils.py ├── geo_verif_utils.py ├── image_utils.py ├── minhash_utils.py └── oxf5k_feature_reader.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/insikk/bow_image_retrieval/HEAD/.gitignore -------------------------------------------------------------------------------- /.gitmodules: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/insikk/bow_image_retrieval/HEAD/.gitmodules -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/insikk/bow_image_retrieval/HEAD/LICENSE -------------------------------------------------------------------------------- /Make Bag-of-visual-words.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/insikk/bow_image_retrieval/HEAD/Make Bag-of-visual-words.ipynb -------------------------------------------------------------------------------- /Make Image Descriptor Dictionary.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/insikk/bow_image_retrieval/HEAD/Make Image Descriptor Dictionary.ipynb -------------------------------------------------------------------------------- /Make Visual Words.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/insikk/bow_image_retrieval/HEAD/Make Visual Words.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/insikk/bow_image_retrieval/HEAD/README.md -------------------------------------------------------------------------------- /config/mhic_seed_gen.config: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/insikk/bow_image_retrieval/HEAD/config/mhic_seed_gen.config -------------------------------------------------------------------------------- /config/mhic_seed_gen_oxf5k_provided_sift_provided_bow_1M_vocab.config: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/insikk/bow_image_retrieval/HEAD/config/mhic_seed_gen_oxf5k_provided_sift_provided_bow_1M_vocab.config -------------------------------------------------------------------------------- /config/mhic_seed_gen_oxford5k.config: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/insikk/bow_image_retrieval/HEAD/config/mhic_seed_gen_oxford5k.config -------------------------------------------------------------------------------- /config/visual_word_gen.config: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/insikk/bow_image_retrieval/HEAD/config/visual_word_gen.config -------------------------------------------------------------------------------- /config/visual_word_gen_oxf5k_extracted_13M_rootsift_1M_vocab.config: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/insikk/bow_image_retrieval/HEAD/config/visual_word_gen_oxf5k_extracted_13M_rootsift_1M_vocab.config -------------------------------------------------------------------------------- /feature_extractor/hessian_affine_sift.py: -------------------------------------------------------------------------------- 1 | # Wrapper of Hessian Affine SIFT -------------------------------------------------------------------------------- /minHash Image Clustering (MHIC) algorithm (Seed Generation Only).ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/insikk/bow_image_retrieval/HEAD/minHash Image Clustering (MHIC) algorithm (Seed Generation Only).ipynb -------------------------------------------------------------------------------- /oxf5k_extracted_13M_rootsift_1M_vocab_pqkmeans_1M_codebook_train/mhic_seed_gen.config: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/insikk/bow_image_retrieval/HEAD/oxf5k_extracted_13M_rootsift_1M_vocab_pqkmeans_1M_codebook_train/mhic_seed_gen.config -------------------------------------------------------------------------------- /src/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/mhic_seed_generation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/insikk/bow_image_retrieval/HEAD/src/mhic_seed_generation.py -------------------------------------------------------------------------------- /src/visual_word_generation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/insikk/bow_image_retrieval/HEAD/src/visual_word_generation.py -------------------------------------------------------------------------------- /utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /utils/bow_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/insikk/bow_image_retrieval/HEAD/utils/bow_utils.py -------------------------------------------------------------------------------- /utils/clustering_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/insikk/bow_image_retrieval/HEAD/utils/clustering_utils.py -------------------------------------------------------------------------------- /utils/geo_verif_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/insikk/bow_image_retrieval/HEAD/utils/geo_verif_utils.py -------------------------------------------------------------------------------- /utils/image_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/insikk/bow_image_retrieval/HEAD/utils/image_utils.py -------------------------------------------------------------------------------- /utils/minhash_utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/insikk/bow_image_retrieval/HEAD/utils/minhash_utils.py -------------------------------------------------------------------------------- /utils/oxf5k_feature_reader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/insikk/bow_image_retrieval/HEAD/utils/oxf5k_feature_reader.py --------------------------------------------------------------------------------