diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index a3e464ad..e4847133 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -14,7 +14,7 @@ jobs:
       # Ensure that a wheel builder finishes even if another fails
       fail-fast: false
       matrix:
-        python-version: [3.x]
+        python-version: [3.11]
         poetry-version: [latest]
 
     steps:
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index c207b71d..534c9d21 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -14,7 +14,7 @@ jobs:
       # Ensure that a wheel builder finishes even if another fails
       fail-fast: false
       matrix:
-        python-version: [3.x] # latest stable release
+        python-version: [3.11] # latest stable release
         poetry-version: [latest]
 
     steps:
diff --git a/.gitignore b/.gitignore
index 2decf8da..e92a13c6 100644
--- a/.gitignore
+++ b/.gitignore
@@ -141,3 +141,4 @@ scripts/
 coverage.lcov
 
 data/combined/*.csv
+.idea/
diff --git a/poetry.lock b/poetry.lock
index b72f294f..78de1c7b 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -28,13 +28,13 @@ docs = ["sphinx (==6.1.3)", "sphinx-mdinclude (==0.5.3)"]
 
 [[package]]
 name = "alpineer"
-version = "0.1.10"
+version = "0.1.11"
 description = "Toolbox for Multiplexed Imaging. Contains scripts and little tools which are used throughout ark-analysis, mibi-bin-tools, and toffy."
 optional = false
-python-versions = ">=3.9,<4.0"
+python-versions = ">=3.9,<3.13"
 files = [
-    {file = "alpineer-0.1.10-py3-none-any.whl", hash = "sha256:981b127958332d6ea7f73bc6fa6495cd99f82161e8c59fad11c735a99baa769d"},
-    {file = "alpineer-0.1.10.tar.gz", hash = "sha256:e3af2de3f51d748df16a89390bcb0332d14dd0e688e0a54752e730dd279b87ca"},
+    {file = "alpineer-0.1.11-py3-none-any.whl", hash = "sha256:fd70b46b6b18688e3116f597d8f963d71bf38dd2f1b79f5757526e4baa2fb57f"},
+    {file = "alpineer-0.1.11.tar.gz", hash = "sha256:8da224dd0d776f8f34ca050c46c9113300b7bc29196465feb4446cadca39abe7"},
 ]
 
 [package.dependencies]
@@ -42,7 +42,8 @@ charset-normalizer = ">=2.1.1,<3.0.0"
 matplotlib = ">=3,<4"
 natsort = ">=8,<9"
 numpy = "==1.*"
-pillow = ">=9,<10"
+pillow = "*"
+pytest = ">=7.4.2,<8.0.0"
 scikit-image = "==0.*"
 tifffile = "*"
 xarray = "*"
@@ -193,15 +194,18 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte
 
 [[package]]
 name = "babel"
-version = "2.12.1"
+version = "2.13.1"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "Babel-2.12.1-py3-none-any.whl", hash = "sha256:b4246fb7677d3b98f501a39d43396d3cafdc8eadb045f4a31be01863f655c610"},
-    {file = "Babel-2.12.1.tar.gz", hash = "sha256:cc2d99999cd01d44420ae725a21c9e3711b3aadc7976d6147f622d8581963455"},
+    {file = "Babel-2.13.1-py3-none-any.whl", hash = "sha256:7077a4984b02b6727ac10f1f7294484f737443d7e2e66c5e4380e41a3ae0b4ed"},
+    {file = "Babel-2.13.1.tar.gz", hash = "sha256:33e0952d7dd6374af8dbf6768cc4ddf3ccfefc244f9986d4074704f2fbd18900"},
 ]
 
+[package.extras]
+dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
+
 [[package]]
 name = "backcall"
 version = "0.2.0"
@@ -268,13 +272,13 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "bleach"
-version = "6.0.0"
+version = "6.1.0"
 description = "An easy safelist-based HTML-sanitizing tool."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "bleach-6.0.0-py3-none-any.whl", hash = "sha256:33c16e3353dbd13028ab4799a0f89a83f113405c766e9c122df8a06f5b85b3f4"},
-    {file = "bleach-6.0.0.tar.gz", hash = "sha256:1a1a85c1595e07d8db14c5f09f09e6433502c51c595970edc090551f0db99414"},
+    {file = "bleach-6.1.0-py3-none-any.whl", hash = "sha256:3225f354cfc436b9789c66c4ee030194bee0568fbf9cbdad3bc8b5c26c5f12b6"},
+    {file = "bleach-6.1.0.tar.gz", hash = "sha256:0a31f1837963c41d46bbf1331b8778e1308ea0791db03cc4e7357b97cf42a8fe"},
 ]
 
 [package.dependencies]
@@ -282,7 +286,7 @@ six = ">=1.9.0"
 webencodings = "*"
 
 [package.extras]
-css = ["tinycss2 (>=1.1.0,<1.2)"]
+css = ["tinycss2 (>=1.1.0,<1.3)"]
 
 [[package]]
 name = "certifi"
@@ -574,13 +578,13 @@ yaml = ["PyYAML (>=3.10)"]
 
 [[package]]
 name = "cycler"
-version = "0.12.0"
+version = "0.12.1"
 description = "Composable style cycles"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "cycler-0.12.0-py3-none-any.whl", hash = "sha256:7896994252d006771357777d0251f3e34d266f4fa5f2c572247a80ab01440947"},
-    {file = "cycler-0.12.0.tar.gz", hash = "sha256:8cc3a7b4861f91b1095157f9916f748549a617046e67eb7619abed9b34d2c94a"},
+    {file = "cycler-0.12.1-py3-none-any.whl", hash = "sha256:85cef7cff222d8644161529808465972e51340599459b8ac3ccbac5a854e0d30"},
+    {file = "cycler-0.12.1.tar.gz", hash = "sha256:88bb128f02ba341da8ef447245a9e138fae777f6a23943da4540077d3601eb1c"},
 ]
 
 [package.extras]
@@ -589,69 +593,69 @@ tests = ["pytest", "pytest-cov", "pytest-xdist"]
 
 [[package]]
 name = "cython"
-version = "3.0.2"
+version = "3.0.4"
 description = "The Cython compiler for writing C extensions in the Python language."
 optional = false
 python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
 files = [
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-    {file = "Cython-3.0.2-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:c298b1589205ecaaed0457ad05e0c8a43e7db2053607f48ed4a899cb6aa114df"},
-    {file = "Cython-3.0.2-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e825e682cef76d0c33384f38b56b7e87c76152482a914dfc78faed6ff66ce05a"},
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 [[package]]
@@ -782,53 +786,53 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
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 ]
 
 [package.dependencies]
@@ -2072,13 +2072,13 @@ test = ["flaky", "ipykernel (>=6.19.3)", "ipython", "ipywidgets", "nbconvert (>=
 
 [[package]]
 name = "nbconvert"
-version = "7.8.0"
+version = "7.9.2"
 description = "Converting Jupyter Notebooks"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -2105,7 +2105,7 @@ docs = ["ipykernel", "ipython", "myst-parser", "nbsphinx (>=0.2.12)", "pydata-sp
 qtpdf = ["nbconvert[qtpng]"]
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 [[package]]
@@ -2652,13 +2642,13 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
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 [package.dependencies]
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 [package.dependencies]
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@@ -2707,13 +2698,13 @@ testing = ["fields", "hunter", "process-tests", "pytest-xdist", "six", "virtuale
 
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 ]
 
 [[package]]
@@ -3887,5 +3892,5 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 
 [metadata]
 lock-version = "2.0"
-python-versions = ">=3.9,<3.12"
-content-hash = "dff24174e791b8fbe898c9a18e442d3b3166453ee8f8f13d24cb5ebd6dfdf3ea"
+python-versions = "^3.9,<3.12"
+content-hash = "b09e9a510515f25803387d64ba51780d8a0c27a84729fb35c11285aa2b756f5e"
diff --git a/prerelease-environment.yml b/prerelease-environment.yml
new file mode 100644
index 00000000..9d04c29b
--- /dev/null
+++ b/prerelease-environment.yml
@@ -0,0 +1,17 @@
+name: toffy_prerelease_env
+channels:
+  - conda-forge
+dependencies:
+  - python=3.11
+  - pip
+  - numpy
+  - seaborn
+  - scikit-learn
+  - jupyterlab
+  - pip:
+    - natsort
+    - watchdog
+    - alpineer==0.1.10
+    - mibi-bin-tools==0.2.11
+    - jupyter_contrib_nbextensions
+    - -e .
diff --git a/pyproject.toml b/pyproject.toml
index 43bfc7fd..e4824af4 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -36,9 +36,9 @@ style = "pep440"
 metadata = false
 
 [tool.poetry.dependencies]
-python = ">=3.9,<3.12"
+python = "^3.9,<3.12"
 alpineer = ">=0.1.9"
-mibi-bin-tools = "0.2.11"
+mibi-bin-tools = "0.2.12"
 ipywidgets = "^8"
 numpy = "1.*"
 natsort = "^8"
@@ -48,6 +48,7 @@ watchdog = "^3"
 tqdm = "^4"
 scipy = "^1.10.1"
 pandas = "^2"
+pywavelets = "^1.4.1"
 
 [tool.poetry.group.test]
 optional = true
diff --git a/environment.yml b/release-environment.yml
similarity index 68%
rename from environment.yml
rename to release-environment.yml
index f365a782..36c66821 100644
--- a/environment.yml
+++ b/release-environment.yml
@@ -2,7 +2,7 @@ name: toffy_env
 channels:
   - conda-forge
 dependencies:
-  - python=3.9
+  - python=3.11
   - pip
   - numpy
   - seaborn
@@ -11,7 +11,7 @@ dependencies:
   - pip:
     - natsort
     - watchdog
-    - alpineer==0.1.7
-    - mibi-bin-tools==0.2.9
-    - toffy==0.2.0
+    - alpineer==0.1.10
+    - mibi-bin-tools==0.2.11
     - jupyter_contrib_nbextensions
+    - toffy==0.2.1